{
"schema_name": "DoclingDocument",
"version": "1.10.0",
"name": "ea79061bb6be6ce0",
"origin": {
"mimetype": "application/pdf",
"binary_hash": 12680277789981017373,
"filename": "ea79061bb6be6ce0.pdf"
},
"furniture": {
"self_ref": "#/furniture",
"children": [],
"content_layer": "furniture",
"name": "_root_",
"label": "unspecified"
},
"body": {
"self_ref": "#/body",
"children": [
{
"$ref": "#/pictures/0"
},
{
"$ref": "#/pictures/1"
},
{
"$ref": "#/texts/2"
},
{
"$ref": "#/texts/3"
},
{
"$ref": "#/texts/4"
},
{
"$ref": "#/texts/5"
},
{
"$ref": "#/texts/6"
},
{
"$ref": "#/texts/7"
},
{
"$ref": "#/pictures/2"
},
{
"$ref": "#/texts/8"
},
{
"$ref": "#/texts/9"
},
{
"$ref": "#/texts/10"
},
{
"$ref": "#/groups/0"
},
{
"$ref": "#/texts/23"
},
{
"$ref": "#/texts/24"
},
{
"$ref": "#/pictures/3"
},
{
"$ref": "#/texts/25"
},
{
"$ref": "#/groups/1"
},
{
"$ref": "#/texts/27"
},
{
"$ref": "#/pictures/4"
},
{
"$ref": "#/texts/28"
},
{
"$ref": "#/texts/29"
},
{
"$ref": "#/texts/30"
},
{
"$ref": "#/texts/31"
},
{
"$ref": "#/texts/32"
},
{
"$ref": "#/pictures/5"
},
{
"$ref": "#/texts/289"
},
{
"$ref": "#/texts/33"
},
{
"$ref": "#/pictures/6"
},
{
"$ref": "#/pictures/7"
},
{
"$ref": "#/pictures/8"
},
{
"$ref": "#/texts/47"
},
{
"$ref": "#/pictures/9"
},
{
"$ref": "#/pictures/10"
},
{
"$ref": "#/pictures/11"
},
{
"$ref": "#/texts/58"
},
{
"$ref": "#/texts/59"
},
{
"$ref": "#/texts/60"
},
{
"$ref": "#/pictures/12"
},
{
"$ref": "#/texts/61"
},
{
"$ref": "#/groups/19"
},
{
"$ref": "#/groups/20"
},
{
"$ref": "#/texts/70"
},
{
"$ref": "#/pictures/13"
},
{
"$ref": "#/pictures/14"
},
{
"$ref": "#/pictures/15"
},
{
"$ref": "#/pictures/16"
},
{
"$ref": "#/pictures/17"
},
{
"$ref": "#/texts/75"
},
{
"$ref": "#/texts/76"
},
{
"$ref": "#/pictures/18"
},
{
"$ref": "#/groups/21"
},
{
"$ref": "#/pictures/19"
},
{
"$ref": "#/pictures/20"
},
{
"$ref": "#/pictures/21"
},
{
"$ref": "#/pictures/22"
},
{
"$ref": "#/pictures/23"
},
{
"$ref": "#/groups/2"
},
{
"$ref": "#/pictures/24"
},
{
"$ref": "#/pictures/25"
},
{
"$ref": "#/pictures/26"
},
{
"$ref": "#/pictures/27"
},
{
"$ref": "#/pictures/28"
},
{
"$ref": "#/pictures/29"
},
{
"$ref": "#/pictures/30"
},
{
"$ref": "#/texts/100"
},
{
"$ref": "#/groups/3"
},
{
"$ref": "#/pictures/31"
},
{
"$ref": "#/texts/117"
},
{
"$ref": "#/texts/118"
},
{
"$ref": "#/tables/0"
},
{
"$ref": "#/texts/258"
},
{
"$ref": "#/texts/259"
},
{
"$ref": "#/texts/260"
},
{
"$ref": "#/texts/261"
},
{
"$ref": "#/texts/262"
},
{
"$ref": "#/texts/263"
},
{
"$ref": "#/texts/264"
},
{
"$ref": "#/texts/119"
},
{
"$ref": "#/pictures/33"
},
{
"$ref": "#/texts/120"
},
{
"$ref": "#/texts/121"
},
{
"$ref": "#/pictures/34"
},
{
"$ref": "#/pictures/35"
},
{
"$ref": "#/texts/122"
},
{
"$ref": "#/texts/123"
},
{
"$ref": "#/texts/124"
},
{
"$ref": "#/texts/125"
},
{
"$ref": "#/texts/126"
},
{
"$ref": "#/texts/127"
},
{
"$ref": "#/groups/6"
},
{
"$ref": "#/groups/7"
},
{
"$ref": "#/pictures/36"
},
{
"$ref": "#/pictures/37"
},
{
"$ref": "#/texts/133"
},
{
"$ref": "#/texts/134"
},
{
"$ref": "#/texts/135"
},
{
"$ref": "#/texts/136"
},
{
"$ref": "#/pictures/38"
},
{
"$ref": "#/groups/8"
},
{
"$ref": "#/pictures/39"
},
{
"$ref": "#/pictures/40"
},
{
"$ref": "#/texts/146"
},
{
"$ref": "#/texts/147"
},
{
"$ref": "#/texts/148"
},
{
"$ref": "#/texts/149"
},
{
"$ref": "#/tables/1"
},
{
"$ref": "#/pictures/41"
},
{
"$ref": "#/texts/297"
},
{
"$ref": "#/texts/298"
},
{
"$ref": "#/texts/299"
},
{
"$ref": "#/texts/300"
},
{
"$ref": "#/texts/150"
},
{
"$ref": "#/groups/9"
},
{
"$ref": "#/texts/152"
},
{
"$ref": "#/texts/153"
},
{
"$ref": "#/tables/2"
},
{
"$ref": "#/tables/3"
},
{
"$ref": "#/pictures/42"
},
{
"$ref": "#/pictures/43"
},
{
"$ref": "#/tables/4"
},
{
"$ref": "#/texts/154"
},
{
"$ref": "#/texts/155"
},
{
"$ref": "#/pictures/44"
},
{
"$ref": "#/texts/301"
},
{
"$ref": "#/texts/302"
},
{
"$ref": "#/pictures/45"
},
{
"$ref": "#/texts/156"
},
{
"$ref": "#/texts/157"
},
{
"$ref": "#/texts/158"
},
{
"$ref": "#/texts/159"
},
{
"$ref": "#/pictures/46"
},
{
"$ref": "#/texts/160"
},
{
"$ref": "#/texts/161"
},
{
"$ref": "#/groups/10"
},
{
"$ref": "#/texts/163"
},
{
"$ref": "#/texts/164"
},
{
"$ref": "#/texts/165"
},
{
"$ref": "#/texts/166"
},
{
"$ref": "#/groups/11"
},
{
"$ref": "#/groups/12"
},
{
"$ref": "#/pictures/47"
},
{
"$ref": "#/texts/184"
},
{
"$ref": "#/texts/185"
},
{
"$ref": "#/pictures/48"
},
{
"$ref": "#/pictures/49"
},
{
"$ref": "#/pictures/50"
},
{
"$ref": "#/pictures/51"
},
{
"$ref": "#/groups/22"
},
{
"$ref": "#/tables/5"
},
{
"$ref": "#/texts/266"
},
{
"$ref": "#/texts/267"
},
{
"$ref": "#/pictures/52"
},
{
"$ref": "#/pictures/63"
},
{
"$ref": "#/pictures/64"
},
{
"$ref": "#/texts/303"
},
{
"$ref": "#/pictures/53"
},
{
"$ref": "#/texts/194"
},
{
"$ref": "#/texts/195"
},
{
"$ref": "#/texts/196"
},
{
"$ref": "#/texts/197"
},
{
"$ref": "#/texts/198"
},
{
"$ref": "#/tables/6"
},
{
"$ref": "#/texts/271"
},
{
"$ref": "#/texts/272"
},
{
"$ref": "#/pictures/54"
},
{
"$ref": "#/texts/199"
},
{
"$ref": "#/texts/200"
},
{
"$ref": "#/texts/201"
},
{
"$ref": "#/groups/13"
},
{
"$ref": "#/groups/23"
},
{
"$ref": "#/groups/14"
},
{
"$ref": "#/texts/211"
},
{
"$ref": "#/texts/212"
},
{
"$ref": "#/pictures/55"
},
{
"$ref": "#/texts/213"
},
{
"$ref": "#/texts/214"
},
{
"$ref": "#/texts/215"
},
{
"$ref": "#/texts/216"
},
{
"$ref": "#/texts/217"
},
{
"$ref": "#/groups/15"
},
{
"$ref": "#/tables/7"
},
{
"$ref": "#/texts/275"
},
{
"$ref": "#/texts/276"
},
{
"$ref": "#/texts/277"
},
{
"$ref": "#/texts/278"
},
{
"$ref": "#/texts/222"
},
{
"$ref": "#/groups/16"
},
{
"$ref": "#/texts/227"
},
{
"$ref": "#/texts/228"
},
{
"$ref": "#/texts/229"
},
{
"$ref": "#/texts/230"
},
{
"$ref": "#/texts/231"
},
{
"$ref": "#/pictures/56"
},
{
"$ref": "#/texts/232"
},
{
"$ref": "#/texts/233"
},
{
"$ref": "#/pictures/57"
},
{
"$ref": "#/texts/304"
},
{
"$ref": "#/texts/305"
},
{
"$ref": "#/texts/306"
},
{
"$ref": "#/texts/234"
},
{
"$ref": "#/texts/235"
},
{
"$ref": "#/texts/236"
},
{
"$ref": "#/pictures/58"
},
{
"$ref": "#/texts/237"
},
{
"$ref": "#/texts/238"
},
{
"$ref": "#/texts/239"
},
{
"$ref": "#/pictures/59"
},
{
"$ref": "#/texts/307"
},
{
"$ref": "#/texts/308"
},
{
"$ref": "#/texts/240"
},
{
"$ref": "#/texts/241"
},
{
"$ref": "#/groups/17"
},
{
"$ref": "#/pictures/60"
},
{
"$ref": "#/texts/248"
},
{
"$ref": "#/texts/249"
},
{
"$ref": "#/texts/250"
},
{
"$ref": "#/texts/251"
},
{
"$ref": "#/tables/8"
},
{
"$ref": "#/texts/281"
},
{
"$ref": "#/texts/282"
},
{
"$ref": "#/texts/283"
},
{
"$ref": "#/texts/252"
},
{
"$ref": "#/groups/18"
},
{
"$ref": "#/pictures/61"
},
{
"$ref": "#/texts/254"
},
{
"$ref": "#/texts/255"
},
{
"$ref": "#/tables/9"
},
{
"$ref": "#/texts/286"
},
{
"$ref": "#/texts/287"
},
{
"$ref": "#/texts/288"
},
{
"$ref": "#/pictures/62"
},
{
"$ref": "#/texts/256"
},
{
"$ref": "#/texts/257"
},
{
"$ref": "#/texts/265"
},
{
"$ref": "#/texts/268"
},
{
"$ref": "#/texts/269"
},
{
"$ref": "#/texts/270"
},
{
"$ref": "#/texts/273"
},
{
"$ref": "#/texts/274"
},
{
"$ref": "#/texts/279"
},
{
"$ref": "#/texts/280"
},
{
"$ref": "#/texts/284"
},
{
"$ref": "#/texts/285"
}
],
"content_layer": "body",
"name": "_root_",
"label": "unspecified"
},
"groups": [
{
"self_ref": "#/groups/0",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/11"
},
{
"$ref": "#/texts/12"
},
{
"$ref": "#/texts/13"
},
{
"$ref": "#/texts/14"
},
{
"$ref": "#/texts/15"
},
{
"$ref": "#/texts/16"
},
{
"$ref": "#/texts/17"
},
{
"$ref": "#/texts/18"
},
{
"$ref": "#/texts/19"
},
{
"$ref": "#/texts/20"
},
{
"$ref": "#/texts/21"
},
{
"$ref": "#/texts/22"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/1",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/26"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/2",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/84"
},
{
"$ref": "#/texts/85"
},
{
"$ref": "#/texts/86"
},
{
"$ref": "#/texts/87"
},
{
"$ref": "#/texts/88"
},
{
"$ref": "#/texts/89"
},
{
"$ref": "#/texts/90"
},
{
"$ref": "#/texts/91"
},
{
"$ref": "#/texts/92"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/3",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/101"
},
{
"$ref": "#/texts/102"
},
{
"$ref": "#/texts/103"
},
{
"$ref": "#/texts/104"
},
{
"$ref": "#/texts/105"
},
{
"$ref": "#/texts/106"
},
{
"$ref": "#/texts/107"
},
{
"$ref": "#/texts/108"
},
{
"$ref": "#/texts/109"
},
{
"$ref": "#/texts/110"
},
{
"$ref": "#/texts/111"
},
{
"$ref": "#/texts/112"
},
{
"$ref": "#/texts/113"
},
{
"$ref": "#/texts/114"
},
{
"$ref": "#/texts/115"
},
{
"$ref": "#/texts/116"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/4",
"parent": {
"$ref": "#/tables/0"
},
"children": [
{
"$ref": "#/pictures/32"
},
{
"$ref": "#/texts/290"
},
{
"$ref": "#/texts/291"
},
{
"$ref": "#/texts/292"
},
{
"$ref": "#/texts/293"
},
{
"$ref": "#/texts/294"
},
{
"$ref": "#/texts/295"
},
{
"$ref": "#/texts/296"
}
],
"content_layer": "body",
"name": "rich_cell_group_1_1_3",
"label": "unspecified"
},
{
"self_ref": "#/groups/5",
"parent": {
"$ref": "#/tables/0"
},
"children": [],
"content_layer": "body",
"name": "rich_cell_group_1_2_3",
"label": "unspecified"
},
{
"self_ref": "#/groups/6",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/128"
},
{
"$ref": "#/texts/129"
},
{
"$ref": "#/texts/130"
},
{
"$ref": "#/texts/131"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/7",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/132"
}
],
"content_layer": "body",
"name": "group",
"label": "key_value_area"
},
{
"self_ref": "#/groups/8",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/137"
},
{
"$ref": "#/texts/138"
},
{
"$ref": "#/texts/139"
},
{
"$ref": "#/texts/140"
},
{
"$ref": "#/texts/141"
},
{
"$ref": "#/texts/142"
},
{
"$ref": "#/texts/143"
},
{
"$ref": "#/texts/144"
},
{
"$ref": "#/texts/145"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/9",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/151"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/10",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/162"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/11",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/167"
},
{
"$ref": "#/texts/168"
},
{
"$ref": "#/texts/169"
},
{
"$ref": "#/texts/170"
},
{
"$ref": "#/texts/171"
},
{
"$ref": "#/texts/172"
},
{
"$ref": "#/texts/173"
},
{
"$ref": "#/texts/174"
},
{
"$ref": "#/texts/175"
},
{
"$ref": "#/texts/176"
},
{
"$ref": "#/texts/177"
},
{
"$ref": "#/texts/178"
},
{
"$ref": "#/texts/179"
},
{
"$ref": "#/texts/180"
},
{
"$ref": "#/texts/182"
},
{
"$ref": "#/texts/183"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/12",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/181"
}
],
"content_layer": "body",
"name": "group",
"label": "key_value_area"
},
{
"self_ref": "#/groups/13",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/202"
},
{
"$ref": "#/texts/203"
},
{
"$ref": "#/texts/204"
},
{
"$ref": "#/texts/205"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/14",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/207"
},
{
"$ref": "#/texts/208"
},
{
"$ref": "#/texts/209"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/15",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/218"
},
{
"$ref": "#/texts/219"
},
{
"$ref": "#/texts/220"
},
{
"$ref": "#/texts/221"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/16",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/223"
},
{
"$ref": "#/texts/224"
},
{
"$ref": "#/texts/225"
},
{
"$ref": "#/texts/226"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/17",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/242"
},
{
"$ref": "#/texts/243"
},
{
"$ref": "#/texts/244"
},
{
"$ref": "#/texts/245"
},
{
"$ref": "#/texts/246"
},
{
"$ref": "#/texts/247"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/18",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/253"
}
],
"content_layer": "body",
"name": "list",
"label": "list"
},
{
"self_ref": "#/groups/19",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/62"
},
{
"$ref": "#/texts/63"
},
{
"$ref": "#/texts/64"
},
{
"$ref": "#/texts/65"
}
],
"content_layer": "body",
"name": "scan-text-block",
"label": "unspecified"
},
{
"self_ref": "#/groups/20",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/66"
},
{
"$ref": "#/texts/67"
},
{
"$ref": "#/texts/68"
},
{
"$ref": "#/texts/69"
}
],
"content_layer": "body",
"name": "scan-text-block",
"label": "unspecified"
},
{
"self_ref": "#/groups/21",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/78"
},
{
"$ref": "#/texts/80"
}
],
"content_layer": "body",
"name": "scan-text-block",
"label": "unspecified"
},
{
"self_ref": "#/groups/22",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/190"
},
{
"$ref": "#/texts/191"
},
{
"$ref": "#/texts/192"
},
{
"$ref": "#/texts/193"
}
],
"content_layer": "body",
"name": "scan-text-block",
"label": "unspecified"
},
{
"self_ref": "#/groups/23",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/206"
},
{
"$ref": "#/texts/210"
}
],
"content_layer": "body",
"name": "scan-text-block",
"label": "unspecified"
}
],
"texts": [
{
"self_ref": "#/texts/0",
"parent": {
"$ref": "#/pictures/0"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 1,
"bbox": {
"l": 92.8946533203125,
"t": 582.337766011556,
"r": 249.97831217447916,
"b": 539.1436157226562,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
5
]
}
],
"orig": "ARBOR",
"text": "ARBOR"
},
{
"self_ref": "#/texts/1",
"parent": {
"$ref": "#/pictures/0"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 1,
"bbox": {
"l": 78.14314270019531,
"t": 531.2180836995443,
"r": 202.53426106770834,
"b": 516.9521280924479,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
24
]
}
],
"orig": "Arbor Realty Trust, Inc.",
"text": "Arbor Realty Trust, Inc."
},
{
"self_ref": "#/texts/2",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 2,
"bbox": {
"l": 36.745,
"t": 586.07444,
"r": 243.41286499999995,
"b": 556.176695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
17
]
}
],
"orig": "Legal Disclosures",
"text": "Legal Disclosures",
"level": 1
},
{
"self_ref": "#/texts/3",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 2,
"bbox": {
"l": 45.459,
"t": 507.02875,
"r": 750.94645,
"b": 442.86,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
820
]
}
],
"orig": "This presentation and the information contained herein (together, this 'Presentation') are for the benefit of the stockholders of Arbor Realty Trust, Inc. (together with its direct and indirect subsidiaries, 'we,' 'us,' 'our,' 'Arbor,' or the 'Company') . This Presentation is solely for informational purposes and is not all inclusive and may not contain all of the information required in order to evaluate the Company. This Presentation does not constitute or form part of, and should not be construed as, an offer to sell or issue or the solicitation of an offer to buy or acquire securities of the Company, nor shall there be any sale of securities in any state or other jurisdiction to any person or entity to which it is unlawful to make such offer, solicitation or sale in such state or jurisdiction.",
"text": "This presentation and the information contained herein (together, this 'Presentation') are for the benefit of the stockholders of Arbor Realty Trust, Inc. (together with its direct and indirect subsidiaries, 'we,' 'us,' 'our,' 'Arbor,' or the 'Company') . This Presentation is solely for informational purposes and is not all inclusive and may not contain all of the information required in order to evaluate the Company. This Presentation does not constitute or form part of, and should not be construed as, an offer to sell or issue or the solicitation of an offer to buy or acquire securities of the Company, nor shall there be any sale of securities in any state or other jurisdiction to any person or entity to which it is unlawful to make such offer, solicitation or sale in such state or jurisdiction."
},
{
"self_ref": "#/texts/4",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 2,
"bbox": {
"l": 45.459,
"t": 427.72875,
"r": 180.01645,
"b": 416.90375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
26
]
}
],
"orig": "Forward-Looking Statements",
"text": "Forward-Looking Statements",
"level": 1
},
{
"self_ref": "#/texts/5",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 2,
"bbox": {
"l": 45.459,
"t": 401.06874999999997,
"r": 750.94645,
"b": 192.0,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2459
]
}
],
"orig": "This Presentation includes 'forward -looking statements' within the meaning of the Private Securities Litigation Reform Act of 1995. Such forward-looking statements relate to, among other things, the operating performance of our investments and financing needs. We use words such as 'anticipate,' 'expect,' 'believe,' 'intend,' 'should,' 'could,' 'will,' 'may,' 'target' and similar expressions to identify forward-looking statements, although not all forwardlooking statements include these words. Forward-looking statements are based on certain assumptions, discuss future expectations, describe future plans and strategies, contain projections of results of operations or of financial condition or state other forward-looking information. Our ability to predict results or the actual effect of future plans or strategies is inherently uncertain. These forward-looking statements involve risks, uncertainties and other factors that may cause our actual results in future periods to differ materially from forecasted results. Factors that could have a material adverse effect on our results of operations, financial condition and future prospects include, but are not limited to, changes in economic, macroeconomic and geopolitical conditions generally, and the real estate market specifically; adverse changes in our status with government-sponsored enterprises affecting our ability to originate loans through such programs; changes in interest rates; the quality and size of the investment pipeline and the rate at which we can invest our cash; impairments in the value of the collateral underlying our loans and investments; inflation; changes in federal and state laws and regulations, including changes in tax laws; the availability and cost of capital for future investments; competition; and other risks and uncertainties described in our Annual Report on Form 10-K for the fiscal year ended December 31, 2025, and other periodic reports we file with the U.S. Securities and Exchange Commission from time to time. Undue reliance should not be placed on the forward-looking statements in this Presentation, which are based on information available to us on, and which speak only as of, the date hereof. The Company undertakes no obligation to update forward-looking statements to reflect events or circumstances after the date they were made, unless required by applicable law.",
"text": "This Presentation includes 'forward -looking statements' within the meaning of the Private Securities Litigation Reform Act of 1995. Such forward-looking statements relate to, among other things, the operating performance of our investments and financing needs. We use words such as 'anticipate,' 'expect,' 'believe,' 'intend,' 'should,' 'could,' 'will,' 'may,' 'target' and similar expressions to identify forward-looking statements, although not all forwardlooking statements include these words. Forward-looking statements are based on certain assumptions, discuss future expectations, describe future plans and strategies, contain projections of results of operations or of financial condition or state other forward-looking information. Our ability to predict results or the actual effect of future plans or strategies is inherently uncertain. These forward-looking statements involve risks, uncertainties and other factors that may cause our actual results in future periods to differ materially from forecasted results. Factors that could have a material adverse effect on our results of operations, financial condition and future prospects include, but are not limited to, changes in economic, macroeconomic and geopolitical conditions generally, and the real estate market specifically; adverse changes in our status with government-sponsored enterprises affecting our ability to originate loans through such programs; changes in interest rates; the quality and size of the investment pipeline and the rate at which we can invest our cash; impairments in the value of the collateral underlying our loans and investments; inflation; changes in federal and state laws and regulations, including changes in tax laws; the availability and cost of capital for future investments; competition; and other risks and uncertainties described in our Annual Report on Form 10-K for the fiscal year ended December 31, 2025, and other periodic reports we file with the U.S. Securities and Exchange Commission from time to time. Undue reliance should not be placed on the forward-looking statements in this Presentation, which are based on information available to us on, and which speak only as of, the date hereof. The Company undertakes no obligation to update forward-looking statements to reflect events or circumstances after the date they were made, unless required by applicable law."
},
{
"self_ref": "#/texts/6",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 2,
"bbox": {
"l": 45.459,
"t": 176.13,
"r": 184.0248,
"b": 165.33000000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
27
]
}
],
"orig": "Non-GAAP Financial Measures",
"text": "Non-GAAP Financial Measures",
"level": 1
},
{
"self_ref": "#/texts/7",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 2,
"bbox": {
"l": 45.459,
"t": 150.20875,
"r": 750.94645,
"b": 60.08899999999994,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1056
]
}
],
"orig": "This Presentation includes certain financial information that is not required by, or presented in accordance with U.S. generally accepted accounting principles ('GAAP'), including Distributable Earnings. These non-GAAP financial measures are provided to enhance the user's overall understanding of the Company's current financial performance and its prospects for the future. These non-GAAP financial measures are used by management to assess the Company's performance, allocate resources and plan for future periods. These non-GAAP financial measures should only be considered as supplemental to results prepared in accordance with GAAP, and not considered as a substitute or replacement for, or superior to, GAAP results. These non-GAAP measures may differ from the non-GAAP measures reported by other companies. Refer to the slide 'Historical Reconciliation of Distributable Earnings to GAAP Net Income' for a reconciliation of this non-GAAP financial measure to the most directly comparable GAAP financial measure.",
"text": "This Presentation includes certain financial information that is not required by, or presented in accordance with U.S. generally accepted accounting principles ('GAAP'), including Distributable Earnings. These non-GAAP financial measures are provided to enhance the user's overall understanding of the Company's current financial performance and its prospects for the future. These non-GAAP financial measures are used by management to assess the Company's performance, allocate resources and plan for future periods. These non-GAAP financial measures should only be considered as supplemental to results prepared in accordance with GAAP, and not considered as a substitute or replacement for, or superior to, GAAP results. These non-GAAP measures may differ from the non-GAAP measures reported by other companies. Refer to the slide 'Historical Reconciliation of Distributable Earnings to GAAP Net Income' for a reconciliation of this non-GAAP financial measure to the most directly comparable GAAP financial measure."
},
{
"self_ref": "#/texts/8",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 2,
"bbox": {
"l": 750.69,
"t": 21.10813440000004,
"r": 755.9079488000001,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "2",
"text": "2"
},
{
"self_ref": "#/texts/9",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 670.0444099999997,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
80
]
}
],
"orig": "Arbor is a Leading Commercial Mortgage REIT with a Differentiated Business Model",
"text": "Arbor is a Leading Commercial Mortgage REIT with a Differentiated Business Model",
"level": 1
},
{
"self_ref": "#/texts/10",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 206.02,
"t": 524.72,
"r": 263.37664,
"b": 508.88000000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
8
]
}
],
"orig": "Business",
"text": "Business",
"level": 1
},
{
"self_ref": "#/texts/11",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 54.571,
"t": 488.5,
"r": 421.1418399999998,
"b": 443.10375000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
166
]
}
],
"orig": "\u25fc Arbor Realty Trust is an internally-managed mortgage REIT with a premium operating platform and unique business model, consisting of two primary business platforms:",
"text": "\u25fc Arbor Realty Trust is an internally-managed mortgage REIT with a premium operating platform and unique business model, consisting of two primary business platforms:",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/12",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 77.189,
"t": 433.74875,
"r": 334.8205749999998,
"b": 420.76375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
44
]
}
],
"orig": "\u25fc Structured Loan Origination and Investment",
"text": "\u25fc Structured Loan Origination and Investment",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/13",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 77.189,
"t": 411.36,
"r": 304.7286799999999,
"b": 398.4,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
39
]
}
],
"orig": "\u25fc Agency Loan Origination and Servicing",
"text": "\u25fc Agency Loan Origination and Servicing",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/14",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 54.571,
"t": 389.73,
"r": 409.07576,
"b": 360.20375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
98
]
}
],
"orig": "\u25fc Complementary operating platforms with diversified, countercyclical and recurring income streams",
"text": "\u25fc Complementary operating platforms with diversified, countercyclical and recurring income streams",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/15",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 77.189,
"t": 350.84875,
"r": 404.1027649999998,
"b": 337.86375000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
58
]
}
],
"orig": "\u25fc Balance sheet loans provide strong risk-adjusted returns",
"text": "\u25fc Balance sheet loans provide strong risk-adjusted returns",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/16",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 77.189,
"t": 327.02000000000004,
"r": 409.84672000000006,
"b": 314.06,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
58
]
}
],
"orig": "\u25fc Balance sheet runoff naturally feeds GSE/Agency pipeline",
"text": "\u25fc Balance sheet runoff naturally feeds GSE/Agency pipeline",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/17",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 87.691,
"t": 303.23,
"r": 401.40095999999977,
"b": 272.26375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
81
]
}
],
"orig": "- Historically, ~50% of balance sheet runoff is recaptured into Agency production",
"text": "Historically, ~50% of balance sheet runoff is recaptured into Agency production",
"enumerated": false,
"marker": "-"
},
{
"self_ref": "#/texts/18",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 87.691,
"t": 261.42,
"r": 417.64919999999984,
"b": 230.45375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
109
]
}
],
"orig": "- Agency business is capital-light with high barriers to entry, resulting in sizeable earnings and cash flows",
"text": "Agency business is capital-light with high barriers to entry, resulting in sizeable earnings and cash flows",
"enumerated": false,
"marker": "-"
},
{
"self_ref": "#/texts/19",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 77.189,
"t": 219.61,
"r": 405.9889899999998,
"b": 171.34375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
122
]
}
],
"orig": "\u25fc Servicing business generates significant prepayment protected annual revenue with 6-year weighted average remaining life",
"text": "\u25fc Servicing business generates significant prepayment protected annual revenue with 6-year weighted average remaining life",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/20",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 54.571,
"t": 160.53875000000005,
"r": 314.63759,
"b": 147.55375000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
45
]
}
],
"orig": "\u25fc Prudent leverage and balance sheet strategy",
"text": "\u25fc Prudent leverage and balance sheet strategy",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/21",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 77.189,
"t": 136.71000000000004,
"r": 389.74696,
"b": 106.46375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
87
]
}
],
"orig": "\u25fc Successfully delevered the Company 17% on a debt / equity basis to 3.4x 1 since 2023",
"text": "\u25fc Successfully delevered the Company 17% on a debt / equity basis to 3.4x 1 since 2023",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/22",
"parent": {
"$ref": "#/groups/0"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 54.571,
"t": 96.38675,
"r": 393.7548299999999,
"b": 66.81674999999996,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
88
]
}
],
"orig": "\u25fc Best-in-class, highly aligned senior management team with significant ownership (~11%)",
"text": "\u25fc Best-in-class, highly aligned senior management team with significant ownership (~11%)",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/23",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 570.74,
"t": 525.3287499999999,
"r": 628.9169549999998,
"b": 509.46374999999995,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
8
]
}
],
"orig": "Platform",
"text": "Platform",
"level": 1
},
{
"self_ref": "#/texts/24",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 442.73,
"t": 488.58875,
"r": 759.0965400000003,
"b": 475.60375000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
59
]
}
],
"orig": "Multiple revenue opportunities across borrower's life cycle",
"text": "Multiple revenue opportunities across borrower's life cycle"
},
{
"self_ref": "#/texts/25",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 482.92,
"t": 247.59000000000003,
"r": 741.2592499999994,
"b": 185.62,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
136
]
}
],
"orig": "Customer-Centric Approach: Commitment to nurture long-term relationships, leading to multiple successful loan engagements over the years",
"text": "Customer-Centric Approach: Commitment to nurture long-term relationships, leading to multiple successful loan engagements over the years"
},
{
"self_ref": "#/texts/26",
"parent": {
"$ref": "#/groups/1"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 460.25,
"t": 171.20875,
"r": 728.1750399999994,
"b": 108.49374999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
165
]
}
],
"orig": "\u00b7 Proven Track Record: Impressive number of repeat borrowers and sponsors, who consistently demonstrate strong operational capabilities and reliable loan repayment \uf050",
"text": "Proven Track Record: Impressive number of repeat borrowers and sponsors, who consistently demonstrate strong operational capabilities and reliable loan repayment \uf050",
"enumerated": false,
"marker": "\u00b7"
},
{
"self_ref": "#/texts/27",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 482.92,
"t": 94.053,
"r": 724.61144,
"b": 64.50800000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
73
]
}
],
"orig": "Consistent Excellence: Symbiotic businesses outperforms through the cycle",
"text": "Consistent Excellence: Symbiotic businesses outperforms through the cycle"
},
{
"self_ref": "#/texts/28",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 38.508,
"t": 39.35799999999995,
"r": 191.20560000000003,
"b": 21.351800000000026,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
49
]
}
],
"orig": "Source: Company filings (As of March 31, 2026) 1)",
"text": "Source: Company filings (As of March 31, 2026) 1)"
},
{
"self_ref": "#/texts/29",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 56.508,
"t": 29.296600000000012,
"r": 226.72741919999999,
"b": 21.351800000000026,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
55
]
}
],
"orig": "Trust preferred securities ' TruPS ' included as equity",
"text": "Trust preferred securities ' TruPS ' included as equity"
},
{
"self_ref": "#/texts/30",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 750.69,
"t": 21.10813440000004,
"r": 755.9079488000001,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "3",
"text": "3"
},
{
"self_ref": "#/texts/31",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 40.146,
"t": 601.31904,
"r": 688.87297,
"b": 542.546695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
81
]
}
],
"orig": "Arbor has a 40+ Year Track Record of Excellence in the Multifamily Lending Sector",
"text": "Arbor has a 40+ Year Track Record of Excellence in the Multifamily Lending Sector",
"level": 1
},
{
"self_ref": "#/texts/32",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 476.89,
"t": 516.6800000000001,
"r": 528.5516,
"b": 507.32000000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
11
]
}
],
"orig": "ACMreceives",
"text": "ACMreceives"
},
{
"self_ref": "#/texts/33",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 56.135,
"t": 203.75,
"r": 736.6306399999999,
"b": 191.51,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
137
]
}
],
"orig": "Over 30 years, ABR has transformed into a full-service multifamily loan originator that can support all aspects of commercial development",
"text": "Over 30 years, ABR has transformed into a full-service multifamily loan originator that can support all aspects of commercial development",
"level": 1
},
{
"self_ref": "#/texts/34",
"parent": {
"$ref": "#/pictures/6"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 73.66028086344402,
"t": 80.1319478352865,
"r": 142.73891194661456,
"b": 59.152781168619754,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
25
]
}
],
"orig": "Small Balance Loan Lender",
"text": "Small Balance Loan Lender"
},
{
"self_ref": "#/texts/35",
"parent": {
"$ref": "#/pictures/6"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 79.171875,
"t": 170.30555725097656,
"r": 137.59475708007812,
"b": 158.89583333333331,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
11
]
}
],
"orig": "Freddie Mac",
"text": "Freddie Mac"
},
{
"self_ref": "#/texts/36",
"parent": {
"$ref": "#/pictures/6"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 84.31602732340494,
"t": 145.64583333333331,
"r": 131.71572875976562,
"b": 122.82639567057294,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
3
]
}
],
"orig": "TOP",
"text": "TOP"
},
{
"self_ref": "#/texts/37",
"parent": {
"$ref": "#/pictures/6"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 99.01360575358072,
"t": 124.29861450195312,
"r": 117.01814270019531,
"b": 99.63889567057288,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "3",
"text": "3"
},
{
"self_ref": "#/texts/38",
"parent": {
"$ref": "#/pictures/6"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 95.33921305338541,
"t": 96.32639567057288,
"r": 120.69254048665364,
"b": 83.8125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
4
]
}
],
"orig": "2025",
"text": "2025"
},
{
"self_ref": "#/texts/39",
"parent": {
"$ref": "#/pictures/7"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 219.16632080078125,
"t": 170.6736119588216,
"r": 275.38456217447913,
"b": 160.0,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
10
]
}
],
"orig": "Fannie Mae",
"text": "Fannie Mae"
},
{
"self_ref": "#/texts/40",
"parent": {
"$ref": "#/pictures/7"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 222.8407185872396,
"t": 146.01389058430988,
"r": 270.97530110677087,
"b": 122.82639567057294,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
3
]
}
],
"orig": "TOP",
"text": "TOP"
},
{
"self_ref": "#/texts/41",
"parent": {
"$ref": "#/pictures/7"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 233.1290283203125,
"t": 123.5625,
"r": 259.95210774739587,
"b": 102.58333333333331,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "10",
"text": "10"
},
{
"self_ref": "#/texts/42",
"parent": {
"$ref": "#/pictures/7"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 233.8639119466146,
"t": 95.22222900390625,
"r": 259.95210774739587,
"b": 82.70833333333337,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
4
]
}
],
"orig": "2025",
"text": "2025"
},
{
"self_ref": "#/texts/43",
"parent": {
"$ref": "#/pictures/8"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 363.57004801432294,
"t": 170.6736119588216,
"r": 419.7882893880208,
"b": 160.0,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
10
]
}
],
"orig": "Fannie Mae",
"text": "Fannie Mae"
},
{
"self_ref": "#/texts/44",
"parent": {
"$ref": "#/pictures/8"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 367.24444580078125,
"t": 146.01389058430988,
"r": 415.3790283203125,
"b": 122.82639567057294,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
3
]
}
],
"orig": "TOP",
"text": "TOP"
},
{
"self_ref": "#/texts/45",
"parent": {
"$ref": "#/pictures/8"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 382.67690022786456,
"t": 123.19444783528644,
"r": 399.9465738932292,
"b": 99.27083333333337,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "5",
"text": "5"
},
{
"self_ref": "#/texts/46",
"parent": {
"$ref": "#/pictures/8"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 377.9001871744792,
"t": 95.59028116861975,
"r": 403.9884033203125,
"b": 82.34028116861975,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
4
]
}
],
"orig": "2025",
"text": "2025"
},
{
"self_ref": "#/texts/47",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 186.4642130533854,
"t": 79.39583333333337,
"r": 307.71925862630206,
"b": 56.57639567057288,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
42
]
}
],
"orig": "DUS\u00ae Multifamily Lender 19th Year in a Row",
"text": "DUS\u00ae Multifamily Lender 19th Year in a Row"
},
{
"self_ref": "#/texts/48",
"parent": {
"$ref": "#/pictures/9"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 344.46319580078125,
"t": 78.29166666666663,
"r": 438.5277099609375,
"b": 56.57639567057288,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
36
]
}
],
"orig": "Small Loan Lender, 8th Year in a Row",
"text": "Small Loan Lender, 8th Year in a Row"
},
{
"self_ref": "#/texts/49",
"parent": {
"$ref": "#/pictures/9"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 514.9551188151042,
"t": 170.6736119588216,
"r": 575.5826416015625,
"b": 159.26389058430988,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
11
]
}
],
"orig": "Freddie Mac",
"text": "Freddie Mac"
},
{
"self_ref": "#/texts/50",
"parent": {
"$ref": "#/pictures/9"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 520.8341471354167,
"t": 144.54166666666669,
"r": 563.4571533203125,
"b": 105.89583333333331,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "#1",
"text": "#1"
},
{
"self_ref": "#/texts/51",
"parent": {
"$ref": "#/pictures/9"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 531.1224772135417,
"t": 93.3819478352865,
"r": 559.0478922526041,
"b": 80.5,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
4
]
}
],
"orig": "2024",
"text": "2024"
},
{
"self_ref": "#/texts/52",
"parent": {
"$ref": "#/pictures/9"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 476.7414143880208,
"t": 76.08333333333337,
"r": 610.1219482421875,
"b": 53.631947835286496,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
49
]
}
],
"orig": "Top Lender of Workforce Housing Rent Preservation",
"text": "Top Lender of Workforce Housing Rent Preservation"
},
{
"self_ref": "#/texts/53",
"parent": {
"$ref": "#/pictures/10"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 674.4238688151041,
"t": 171.77777862548828,
"r": 732.4793294270834,
"b": 159.26389058430988,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
10
]
}
],
"orig": "Fannie Mae",
"text": "Fannie Mae"
},
{
"self_ref": "#/texts/54",
"parent": {
"$ref": "#/pictures/10"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 662.6658121744791,
"t": 160.36805725097656,
"r": 667.0750732421875,
"b": 131.2916717529297,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\u4e1a",
"text": "\u4e1a"
},
{
"self_ref": "#/texts/55",
"parent": {
"$ref": "#/pictures/10"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 679.2006022135416,
"t": 145.2777811686198,
"r": 722.1909993489584,
"b": 107.0,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "#1",
"text": "#1"
},
{
"self_ref": "#/texts/56",
"parent": {
"$ref": "#/pictures/10"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 689.1214599609375,
"t": 95.59028116861975,
"r": 717.046875,
"b": 81.60416666666663,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
4
]
}
],
"orig": "2024",
"text": "2024"
},
{
"self_ref": "#/texts/57",
"parent": {
"$ref": "#/pictures/10"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 642.4566243489584,
"t": 79.02778116861975,
"r": 764.81396484375,
"b": 55.47222900390625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
48
]
}
],
"orig": "DUS\u00ae Multifamily Lender Excellence in Operations",
"text": "DUS\u00ae Multifamily Lender Excellence in Operations"
},
{
"self_ref": "#/texts/58",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 38.508,
"t": 38.3836,
"r": 251.11331600000005,
"b": 30.438800000000015,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
63
]
}
],
"orig": "Source: Company website, Company filings (As of March 31, 2026)",
"text": "Source: Company website, Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/59",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 750.69,
"t": 21.10813440000004,
"r": 755.9079488000001,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "4",
"text": "4"
},
{
"self_ref": "#/texts/60",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 40.146,
"t": 601.31904,
"r": 729.94551,
"b": 542.546695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
94
]
}
],
"orig": "We Believe Arbor is the Only Multifamily Mortgage Lender to Survive the Great Financial Crisis",
"text": "We Believe Arbor is the Only Multifamily Mortgage Lender to Survive the Great Financial Crisis",
"level": 1
},
{
"self_ref": "#/texts/61",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 148.2,
"t": 255.12,
"r": 233.38751999999997,
"b": 239.27999999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
10
]
}
],
"orig": "Commentary",
"text": "Commentary",
"level": 1
},
{
"self_ref": "#/texts/62",
"parent": {
"$ref": "#/groups/19"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 40.345,
"t": 225.38875000000002,
"r": 337.82237499999997,
"b": 189.33375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
204
]
}
],
"orig": "'We will continue to aggressively manage our legacy issues and credit facilities and focus heavily on liquidity, capital retention and reducing our short term borrowings during this significant down turn'",
"text": "'We will continue to aggressively manage our legacy issues and credit facilities and focus heavily on liquidity, capital retention and reducing our short term borrowings during this significant down turn'"
},
{
"self_ref": "#/texts/63",
"parent": {
"$ref": "#/groups/19"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 118.8,
"t": 179.46000000000004,
"r": 338.90879999999987,
"b": 168.66000000000003,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
46
]
}
],
"orig": "- Ivan Kaufman, CEO & Chairman (November 2008)",
"text": "- Ivan Kaufman, CEO & Chairman (November 2008)"
},
{
"self_ref": "#/texts/64",
"parent": {
"$ref": "#/groups/19"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 40.37,
"t": 144.84875,
"r": 336.77567500000004,
"b": 96.52975000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
221
]
}
],
"orig": "'We believe that this is an environment where there'll be a huge differentiation and perhaps a lot of the weaker companies will disappear \u2026 we just have to stick to building our business and utilizing these opportunities'",
"text": "'We believe that this is an environment where there'll be a huge differentiation and perhaps a lot of the weaker companies will disappear \u2026 we just have to stick to building our business and utilizing these opportunities'"
},
{
"self_ref": "#/texts/65",
"parent": {
"$ref": "#/groups/19"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 124.78,
"t": 94.351,
"r": 338.6887999999999,
"b": 83.55100000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
46
]
}
],
"orig": "- Ivan Kaufman, CEO & Chairman (February 2008)",
"text": "- Ivan Kaufman, CEO & Chairman (February 2008)"
},
{
"self_ref": "#/texts/66",
"parent": {
"$ref": "#/groups/20"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 402.83,
"t": 242.88875000000002,
"r": 714.2879499999999,
"b": 217.64,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
83
]
}
],
"orig": "Prudent Capital Management: Arbor aggressively managed struggling credit facilities",
"text": "Prudent Capital Management: Arbor aggressively managed struggling credit facilities"
},
{
"self_ref": "#/texts/67",
"parent": {
"$ref": "#/groups/20"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 402.43,
"t": 206.58875,
"r": 724.4643749999999,
"b": 182.06375000000003,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
145
]
}
],
"orig": "Capital Retention: Arbor prioritized capital retention and reducing shortterm borrowing to focus on liquidity during an uncertain economic period",
"text": "Capital Retention: Arbor prioritized capital retention and reducing shortterm borrowing to focus on liquidity during an uncertain economic period"
},
{
"self_ref": "#/texts/68",
"parent": {
"$ref": "#/groups/20"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 402.83,
"t": 169.75,
"r": 730.5808,
"b": 144.52999999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
136
]
}
],
"orig": "Capital Restructuring: Arbor significantly restructured its capital structure by retiring a significant amount of debt at deep discounts",
"text": "Capital Restructuring: Arbor significantly restructured its capital structure by retiring a significant amount of debt at deep discounts"
},
{
"self_ref": "#/texts/69",
"parent": {
"$ref": "#/groups/20"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 402.43,
"t": 130.64999999999998,
"r": 722.49645,
"b": 93.17775000000006,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
158
]
}
],
"orig": "Portfolio Management: Arbor took early steps to manage the loan portfolio effectively by restructuring and monetizing loans and recording appropriate reserves",
"text": "Portfolio Management: Arbor took early steps to manage the loan portfolio effectively by restructuring and monetizing loans and recording appropriate reserves"
},
{
"self_ref": "#/texts/70",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 54.422,
"t": 60.31899999999996,
"r": 733.5468000000001,
"b": 47.35900000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
128
]
}
],
"orig": "Arbor's successful navigation of the GFC demonstrated the strength of its underwriting capabilities and resilient business model",
"text": "Arbor's successful navigation of the GFC demonstrated the strength of its underwriting capabilities and resilient business model"
},
{
"self_ref": "#/texts/71",
"parent": {
"$ref": "#/pictures/14"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 376.98,
"t": 241.072635,
"r": 392.44171,
"b": 229.29450791814946,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\uf050",
"text": "\uf050"
},
{
"self_ref": "#/texts/72",
"parent": {
"$ref": "#/pictures/15"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 376.98,
"t": 204.08263499999998,
"r": 392.44171,
"b": 192.3045079181495,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\uf050",
"text": "\uf050"
},
{
"self_ref": "#/texts/73",
"parent": {
"$ref": "#/pictures/16"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 376.98,
"t": 168.35263499999996,
"r": 392.44171,
"b": 156.5745079181495,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\uf050",
"text": "\uf050"
},
{
"self_ref": "#/texts/74",
"parent": {
"$ref": "#/pictures/17"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 376.98,
"t": 127.46263499999998,
"r": 392.44171,
"b": 115.6845079181495,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\uf050",
"text": "\uf050"
},
{
"self_ref": "#/texts/75",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 750.69,
"t": 21.10813440000004,
"r": 755.9079488000001,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "5",
"text": "5"
},
{
"self_ref": "#/texts/76",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 36.745,
"t": 586.07444,
"r": 629.19138,
"b": 556.176695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
45
]
}
],
"orig": "Best-in-Class, Highly Aligned Management Team",
"text": "Best-in-Class, Highly Aligned Management Team",
"level": 1
},
{
"self_ref": "#/texts/77",
"parent": {
"$ref": "#/pictures/18"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 65.222,
"t": 505.64547999999996,
"r": 83.036965,
"b": 484.95998072289154,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\u2713",
"text": "\u2713"
},
{
"self_ref": "#/texts/78",
"parent": {
"$ref": "#/groups/21"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 100.4,
"t": 508.67875000000004,
"r": 356.87829000000005,
"b": 482.0,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
71
]
}
],
"orig": "Internalized, highly aligned management team with significant ownership",
"text": "Internalized, highly aligned management team with significant ownership"
},
{
"self_ref": "#/texts/79",
"parent": {
"$ref": "#/pictures/19"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 66.389,
"t": 468.15547999999995,
"r": 84.203965,
"b": 447.46998072289153,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\u2713",
"text": "\u2713"
},
{
"self_ref": "#/texts/80",
"parent": {
"$ref": "#/groups/21"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 100.4,
"t": 471.75875,
"r": 341.61032,
"b": 445.08,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
93
]
},
{
"page_no": 6,
"bbox": {
"l": 449.7,
"t": 501.40875,
"r": 621.244245,
"b": 489.14374999999995,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
94,
126
]
},
{
"page_no": 6,
"bbox": {
"l": 451.07,
"t": 464.48875000000004,
"r": 716.3949800000003,
"b": 452.22375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
127,
182
]
}
],
"orig": "Industry-leading expertise with deep-rooted relationships across commercial real estate space Deep bench of talented employees Best-in-class underwriting and origination capabilities",
"text": "Industry-leading expertise with deep-rooted relationships across commercial real estate space Deep bench of talented employees Best-in-class underwriting and origination capabilities"
},
{
"self_ref": "#/texts/81",
"parent": {
"$ref": "#/pictures/20"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 57.923,
"t": 332.61875,
"r": 98.95219999999999,
"b": 308.81,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
12
]
}
],
"orig": "Ivan Kaufman",
"text": "Ivan Kaufman"
},
{
"self_ref": "#/texts/82",
"parent": {
"$ref": "#/pictures/22"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 413.53,
"t": 505.64547999999996,
"r": 431.344965,
"b": 484.95998072289154,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\u2713",
"text": "\u2713"
},
{
"self_ref": "#/texts/83",
"parent": {
"$ref": "#/pictures/23"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 414.72,
"t": 468.15547999999995,
"r": 432.53496500000006,
"b": 447.46998072289153,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\u2713",
"text": "\u2713"
},
{
"self_ref": "#/texts/84",
"parent": {
"$ref": "#/groups/2"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 370.38,
"t": 415.01,
"r": 467.6328,
"b": 405.65000000000003,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
25
]
}
],
"orig": "\u25fc Chief Financial Officer",
"text": "\u25fc Chief Financial Officer",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/85",
"parent": {
"$ref": "#/groups/2"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 370.38,
"t": 395.54999999999995,
"r": 483.98400000000004,
"b": 351.5938,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
89
]
}
],
"orig": "\u25fc 30+ years of experience in commercial real estate in operational and financial capacity",
"text": "\u25fc 30+ years of experience in commercial real estate in operational and financial capacity",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/86",
"parent": {
"$ref": "#/groups/2"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 370.38,
"t": 340.79859999999996,
"r": 480.5421696,
"b": 320.59000000000003,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
32
]
}
],
"orig": "\u25fc Over 30-year tenure with Arbor",
"text": "\u25fc Over 30-year tenure with Arbor",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/87",
"parent": {
"$ref": "#/groups/2"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 370.15,
"t": 273.0,
"r": 478.5068000000001,
"b": 252.11379999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
37
]
}
],
"orig": "\u25fc EVP, Servicing and Asset Management",
"text": "\u25fc EVP, Servicing and Asset Management",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/88",
"parent": {
"$ref": "#/groups/2"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 370.15,
"t": 241.3086,
"r": 493.5568984,
"b": 220.39,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
48
]
}
],
"orig": "\u25fc 25+ years of commercial real estate experience",
"text": "\u25fc 25+ years of commercial real estate experience",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/89",
"parent": {
"$ref": "#/groups/2"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 370.15,
"t": 210.27999999999997,
"r": 477.354,
"b": 189.3938,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
45
]
}
],
"orig": "\u25fc Significant experience in special servicing",
"text": "\u25fc Significant experience in special servicing",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/90",
"parent": {
"$ref": "#/groups/2"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 370.15,
"t": 138.84860000000003,
"r": 445.1278968000002,
"b": 117.92000000000002,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
32
]
}
],
"orig": "\u25fc EVP, Structured Securitization",
"text": "\u25fc EVP, Structured Securitization",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/91",
"parent": {
"$ref": "#/groups/2"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 370.15,
"t": 107.10000000000002,
"r": 487.40689839999993,
"b": 74.67499999999995,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
73
]
}
],
"orig": "\u25fc Significant experience in structured finance and real estate industries",
"text": "\u25fc Significant experience in structured finance and real estate industries",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/92",
"parent": {
"$ref": "#/groups/2"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 370.15,
"t": 64.56999999999994,
"r": 487.40720000000005,
"b": 55.210000000000036,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
28
]
}
],
"orig": "\u25fc 20+ year tenure with Arbor",
"text": "\u25fc 20+ year tenure with Arbor",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/93",
"parent": {
"$ref": "#/pictures/24"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 310.52,
"t": 332.61875,
"r": 338.6215999999999,
"b": 308.81,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
11
]
}
],
"orig": "Paul Elenio",
"text": "Paul Elenio"
},
{
"self_ref": "#/texts/94",
"parent": {
"$ref": "#/pictures/25"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 548.79,
"t": 332.61875,
"r": 593.4480000000001,
"b": 308.81,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
12
]
}
],
"orig": "Yoni Goodman",
"text": "Yoni Goodman"
},
{
"self_ref": "#/texts/95",
"parent": {
"$ref": "#/pictures/26"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 62.665,
"t": 197.86,
"r": 96.04779999999998,
"b": 174.07000000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
11
]
}
],
"orig": "Steven Katz",
"text": "Steven Katz"
},
{
"self_ref": "#/texts/96",
"parent": {
"$ref": "#/pictures/27"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 296.09,
"t": 196.45875,
"r": 351.46159999999986,
"b": 172.66000000000003,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
18
]
}
],
"orig": "Danny van der Reis",
"text": "Danny van der Reis"
},
{
"self_ref": "#/texts/97",
"parent": {
"$ref": "#/pictures/28"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 563.98,
"t": 197.86,
"r": 582.2428,
"b": 174.07000000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
8
]
}
],
"orig": "Jeff Lee",
"text": "Jeff Lee"
},
{
"self_ref": "#/texts/98",
"parent": {
"$ref": "#/pictures/29"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 59.412,
"t": 62.049999999999955,
"r": 98.53354999999999,
"b": 38.283750000000055,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
13
]
}
],
"orig": "Kevin Wachter",
"text": "Kevin Wachter"
},
{
"self_ref": "#/texts/99",
"parent": {
"$ref": "#/pictures/30"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 308.61,
"t": 61.80200000000002,
"r": 340.8047999999999,
"b": 38.01700000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
12
]
}
],
"orig": "Gene Kilgore",
"text": "Gene Kilgore"
},
{
"self_ref": "#/texts/100",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 549.51,
"t": 61.57275000000004,
"r": 592.7100000000002,
"b": 37.769000000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
14
]
}
],
"orig": "David Friedman",
"text": "David Friedman"
},
{
"self_ref": "#/texts/101",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 123.91,
"t": 419.6486,
"r": 239.59235360000002,
"b": 398.72,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
46
]
}
],
"orig": "\u25fc President and Chairman of Arbor Realty Trust",
"text": "\u25fc President and Chairman of Arbor Realty Trust",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/102",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 123.91,
"t": 396.5786,
"r": 233.72384,
"b": 363.4138,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
72
]
}
],
"orig": "\u25fc 40+ years of executive leadership experience in commercial real estate",
"text": "\u25fc 40+ years of executive leadership experience in commercial real estate",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/103",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 123.91,
"t": 361.24,
"r": 258.9409648,
"b": 315.83000000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
98
]
}
],
"orig": "\u25fc Founded Arbor in 1983 and has been CEO and President of Arbor Commercial Mortgage LLC since 1993",
"text": "\u25fc Founded Arbor in 1983 and has been CEO and President of Arbor Commercial Mortgage LLC since 1993",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/104",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 123.91,
"t": 276.9,
"r": 252.24040000000005,
"b": 255.99,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
54
]
}
],
"orig": "\u25fc EVP, Chief Investment Officer, Residential Financing",
"text": "\u25fc EVP, Chief Investment Officer, Residential Financing",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/105",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 123.91,
"t": 247.36860000000001,
"r": 239.12464,
"b": 203.38,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
84
]
}
],
"orig": "\u25fc 20+ years of experience in mortgage trading, securitization, banking and servicing",
"text": "\u25fc 20+ years of experience in mortgage trading, securitization, banking and servicing",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/106",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 123.91,
"t": 194.72000000000003,
"r": 240.47719999999998,
"b": 185.36,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
28
]
}
],
"orig": "\u25fc 10+ year tenure with Arbor",
"text": "\u25fc 10+ year tenure with Arbor",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/107",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 124.61,
"t": 128.4486,
"r": 259.0869696,
"b": 119.06380000000001,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
33
]
}
],
"orig": "\u25fc EVP, Asset Finance and Treasury",
"text": "\u25fc EVP, Asset Finance and Treasury",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/108",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 124.61,
"t": 108.97860000000003,
"r": 262.2275200000001,
"b": 64.99199999999996,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
108
]
}
],
"orig": "\u25fc 20 years of capital markets and loan origination experience at institutional debt funds and mortgage REITs",
"text": "\u25fc 20 years of capital markets and loan origination experience at institutional debt funds and mortgage REITs",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/109",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 616.84,
"t": 401.58,
"r": 739.1496799999994,
"b": 392.22,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
30
]
}
],
"orig": "\u25fc EVP, Chief Operating Officer",
"text": "\u25fc EVP, Chief Operating Officer",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/110",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 616.84,
"t": 379.96,
"r": 742.3039999999993,
"b": 336.7238,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
98
]
}
],
"orig": "\u25fc 20+ years of experience in real estate finance, multifamily loan production, and capital markets",
"text": "\u25fc 20+ years of experience in real estate finance, multifamily loan production, and capital markets",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/111",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 617.54,
"t": 279.3986,
"r": 743.5444415999996,
"b": 270.0138,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
29
]
}
],
"orig": "\u25fc EVP, Head of Agency Lending",
"text": "\u25fc EVP, Head of Agency Lending",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/112",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 617.59,
"t": 259.92859999999996,
"r": 741.1609648,
"b": 238.28999999999996,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
57
]
}
],
"orig": "\u25fc 30+ years of multifamily real estate finance experience",
"text": "\u25fc 30+ years of multifamily real estate finance experience",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/113",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 617.59,
"t": 228.18,
"r": 740.8490719999996,
"b": 184.23379999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
84
]
}
],
"orig": "\u25fc Leads Arbor's agency lending platforms, including Fannie Mae, Freddie Mac, and FHA",
"text": "\u25fc Leads Arbor's agency lending platforms, including Fannie Mae, Freddie Mac, and FHA",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/114",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 623.97,
"t": 153.83000000000004,
"r": 751.8527887999996,
"b": 121.39999999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
79
]
}
],
"orig": "\u25fc EVP, Chief Credit Officer and Non-Agency & Head of Arbor Private Construction",
"text": "\u25fc EVP, Chief Credit Officer and Non-Agency & Head of Arbor Private Construction",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/115",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 623.97,
"t": 111.30000000000001,
"r": 740.48536,
"b": 78.87099999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
59
]
}
],
"orig": "\u25fc 20+ years of experience in commercial real estate lending",
"text": "\u25fc 20+ years of experience in commercial real estate lending",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/116",
"parent": {
"$ref": "#/groups/3"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 623.97,
"t": 68.76599999999996,
"r": 726.44256,
"b": 36.34100000000001,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
62
]
}
],
"orig": "\u25fc Previous experience at Greystone, TD Bank, BofA and PNC Bank",
"text": "\u25fc Previous experience at Greystone, TD Bank, BofA and PNC Bank",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/117",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 750.69,
"t": 21.10813440000004,
"r": 755.9079488000001,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "6",
"text": "6"
},
{
"self_ref": "#/texts/118",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 7,
"bbox": {
"l": 36.745,
"t": 586.07444,
"r": 730.4345249999998,
"b": 556.176695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
55
]
}
],
"orig": "Arbor has Two Distinct Yet Complementary Business Lines",
"text": "Arbor has Two Distinct Yet Complementary Business Lines",
"level": 1
},
{
"self_ref": "#/texts/119",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [
{
"page_no": 7,
"bbox": {
"l": 38.508,
"t": 80.14999999999998,
"r": 755.04664,
"b": 62.86379999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
290
]
}
],
"orig": "1) Represents loans originated and sold under the GSE and HUD programs, which are generally transferred or sold within 60 days o f loan origination, as well as Private Label loans, which are either sold instantaneously or pooled and securitized, or sold, within 180 days of loan origination",
"text": "1) Represents loans originated and sold under the GSE and HUD programs, which are generally transferred or sold within 60 days o f loan origination, as well as Private Label loans, which are either sold instantaneously or pooled and securitized, or sold, within 180 days of loan origination"
},
{
"self_ref": "#/texts/120",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 7,
"bbox": {
"l": 750.69,
"t": 21.10813440000004,
"r": 755.9079488000001,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "7",
"text": "7"
},
{
"self_ref": "#/texts/121",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 722.04698,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
77
]
}
],
"orig": "Arbor's Adaptable Originations Platform Drives Industry - Leading Performance",
"text": "Arbor's Adaptable Originations Platform Drives Industry - Leading Performance",
"level": 1
},
{
"self_ref": "#/texts/122",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 285.8734944661458,
"t": 250.66666666666669,
"r": 322.0040283203125,
"b": 239.1492919921875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
7
]
},
{
"page_no": 8,
"bbox": {
"l": 323.49395751953125,
"t": 250.29512532552081,
"r": 350.3125,
"b": 239.89235432942706,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
8,
11
]
}
],
"orig": "\u25a0Bridge APL",
"text": "\u25a0Bridge APL"
},
{
"self_ref": "#/texts/123",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 477.34,
"t": 252.03999999999996,
"r": 480.99039999999997,
"b": 244.83999999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "1",
"text": "1"
},
{
"self_ref": "#/texts/124",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 348.82257080078125,
"t": 251.03818766276044,
"r": 408.7918294270833,
"b": 238.77777099609375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
10
]
}
],
"orig": "GSE/Agency",
"text": "GSE/Agency"
},
{
"self_ref": "#/texts/125",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 406.5569661458333,
"t": 252.5242919921875,
"r": 455.7242838541667,
"b": 238.77777099609375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
7
]
}
],
"orig": "Mezz/PE",
"text": "Mezz/PE"
},
{
"self_ref": "#/texts/126",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 482.5428466796875,
"t": 251.78125,
"r": 509.3613688151042,
"b": 239.52081298828125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
4
]
}
],
"orig": "\u25a0APC",
"text": "\u25a0APC"
},
{
"self_ref": "#/texts/127",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 337.43,
"t": 227.37874999999997,
"r": 454.56129500000003,
"b": 211.51374999999996,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
16
]
}
],
"orig": "Average Duration",
"text": "Average Duration",
"level": 1
},
{
"self_ref": "#/texts/128",
"parent": {
"$ref": "#/groups/6"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 47.942,
"t": 203.03875,
"r": 723.0315800000006,
"b": 173.47375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
159
]
}
],
"orig": "\u25fc GSE/Agency - Predominately five to ten-year fixed-rate loans; includes long-dated prepayment protected servicing income creating a significant annual annuity",
"text": "\u25fc GSE/Agency - Predominately five to ten-year fixed-rate loans; includes long-dated prepayment protected servicing income creating a significant annual annuity",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/129",
"parent": {
"$ref": "#/groups/6"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 47.942,
"t": 159.06875000000002,
"r": 615.8697150000003,
"b": 145.36374999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
98
]
}
],
"orig": "\u25fc Balance Sheet - Three to five years on average; feeds pipeline of future GSE/Agency originations",
"text": "\u25fc Balance Sheet - Three to five years on average; feeds pipeline of future GSE/Agency originations",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/130",
"parent": {
"$ref": "#/groups/6"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 47.942,
"t": 130.91999999999996,
"r": 743.4675199999997,
"b": 101.39375000000001,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
141
]
}
],
"orig": "\u25fc Single-Family Rental - One to three years on average; offers us three turns on our capital through construction, bridge and permanent loans",
"text": "\u25fc Single-Family Rental - One to three years on average; offers us three turns on our capital through construction, bridge and permanent loans",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/131",
"parent": {
"$ref": "#/groups/6"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 47.942,
"t": 86.952,
"r": 735.9001599999998,
"b": 57.408000000000015,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
167
]
}
],
"orig": "\u25fc Construction (APC) - Multifamily product, one to three years on average; offers us three turns on our capital through construction, bridge and permanent agency loans",
"text": "\u25fc Construction (APC) - Multifamily product, one to three years on average; offers us three turns on our capital through construction, bridge and permanent agency loans",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/132",
"parent": {
"$ref": "#/groups/7"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 38.135,
"t": 39.45060000000001,
"r": 116.01787439999998,
"b": 31.505800000000022,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
23
]
}
],
"orig": "Source: Company filings",
"text": "Source: Company filings"
},
{
"self_ref": "#/texts/133",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 38.135,
"t": 29.327999999999975,
"r": 276.0033599999999,
"b": 21.408000000000015,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
68
]
}
],
"orig": "1) SFR totals include committed amounts that may not be fully funded",
"text": "1) SFR totals include committed amounts that may not be fully funded"
},
{
"self_ref": "#/texts/134",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 750.69,
"t": 21.10813440000004,
"r": 755.9079488000001,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "8",
"text": "8"
},
{
"self_ref": "#/texts/135",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 749.3198149999998,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
76
]
}
],
"orig": "Arbor has the Leading Nationwide Agencies Origination and Servicing Platform",
"text": "Arbor has the Leading Nationwide Agencies Origination and Servicing Platform",
"level": 1
},
{
"self_ref": "#/texts/136",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 105.77,
"t": 507.12,
"r": 307.03303999999997,
"b": 491.28000000000003,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
30
]
}
],
"orig": "Total Agency Originations ($B)",
"text": "Total Agency Originations ($B)",
"level": 1
},
{
"self_ref": "#/texts/137",
"parent": {
"$ref": "#/groups/8"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 42.008,
"t": 222.477035,
"r": 353.8328,
"b": 206.44375000000002,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
56
]
}
],
"orig": "\u25aa ~$71.2B of Agency originations since inception in 1995",
"text": "~$71.2B of Agency originations since inception in 1995",
"enumerated": false,
"marker": "\u25aa"
},
{
"self_ref": "#/texts/138",
"parent": {
"$ref": "#/groups/8"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 57.674,
"t": 201.57703500000002,
"r": 336.6337649999999,
"b": 185.54375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
53
]
}
],
"orig": "\u25aa Highly scalable and difficult to replicate platform",
"text": "Highly scalable and difficult to replicate platform",
"enumerated": false,
"marker": "\u25aa"
},
{
"self_ref": "#/texts/139",
"parent": {
"$ref": "#/groups/8"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 57.674,
"t": 179.227035,
"r": 263.063835,
"b": 163.19375000000002,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
34
]
}
],
"orig": "\u25aa Average loan size of $10M - $15M",
"text": "Average loan size of $10M - $15M",
"enumerated": false,
"marker": "\u25aa"
},
{
"self_ref": "#/texts/140",
"parent": {
"$ref": "#/groups/8"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 57.674,
"t": 157.607035,
"r": 372.36848499999996,
"b": 120.66375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
78
]
}
],
"orig": "\u25aa Industry leading performance with long track record of low historical losses",
"text": "Industry leading performance with long track record of low historical losses",
"enumerated": false,
"marker": "\u25aa"
},
{
"self_ref": "#/texts/141",
"parent": {
"$ref": "#/groups/8"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 57.674,
"t": 114.357035,
"r": 363.74644500000005,
"b": 78.13874999999996,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
60
]
}
],
"orig": "\u25aa Top 10 Fannie Mae lender for 19 years in a row; #9 in 2025",
"text": "Top 10 Fannie Mae lender for 19 years in a row; #9 in 2025",
"enumerated": false,
"marker": "\u25aa"
},
{
"self_ref": "#/texts/142",
"parent": {
"$ref": "#/groups/8"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 419.93,
"t": 220.94776000000002,
"r": 743.32936,
"b": 204.94,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
58
]
}
],
"orig": "\u25aa ~$36.3B servicing portfolio, 100% focused on multifamily",
"text": "~$36.3B servicing portfolio, 100% focused on multifamily",
"enumerated": false,
"marker": "\u25aa"
},
{
"self_ref": "#/texts/143",
"parent": {
"$ref": "#/groups/8"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 435.6,
"t": 201.47776,
"r": 740.9201599999993,
"b": 148.00374999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
122
]
}
],
"orig": "\u25aa Generates significant prepayment protected revenue stream of ~$129M annually with 6 year weighted average remaining life",
"text": "Generates significant prepayment protected revenue stream of ~$129M annually with 6 year weighted average remaining life",
"enumerated": false,
"marker": "\u25aa"
},
{
"self_ref": "#/texts/144",
"parent": {
"$ref": "#/groups/8"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 435.6,
"t": 143.12703499999998,
"r": 741.9201600000002,
"b": 127.09375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
52
]
}
],
"orig": "\u25aa ~$2.0B cash/escrow balances (earns ~$66M annually)",
"text": "~$2.0B cash/escrow balances (earns ~$66M annually)",
"enumerated": false,
"marker": "\u25aa"
},
{
"self_ref": "#/texts/145",
"parent": {
"$ref": "#/groups/8"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 435.6,
"t": 122.227035,
"r": 730.1687350000002,
"b": 87.44875000000002,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
75
]
}
],
"orig": "\u25aa ~$466M estimated fair market value of MSR with a carrying value of ~$332M",
"text": "~$466M estimated fair market value of MSR with a carrying value of ~$332M",
"enumerated": false,
"marker": "\u25aa"
},
{
"self_ref": "#/texts/146",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 38.135,
"t": 28.70060000000001,
"r": 190.8102216000001,
"b": 20.755800000000022,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
46
]
}
],
"orig": "Source: Company filings (As of March 31, 2026)",
"text": "Source: Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/147",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 750.69,
"t": 21.10813440000004,
"r": 755.9079488000001,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "9",
"text": "9"
},
{
"self_ref": "#/texts/148",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 620.9997399999996,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
62
]
}
],
"orig": "Annuity Based Business Model Drives Diversified Income Streams",
"text": "Annuity Based Business Model Drives Diversified Income Streams",
"level": 1
},
{
"self_ref": "#/texts/149",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 131.14,
"t": 473.3486,
"r": 444.84809359999997,
"b": 458.56375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
54
]
}
],
"orig": "Significant Long-Dated, Predictable Annual Cash Flow 1",
"text": "Significant Long-Dated, Predictable Annual Cash Flow 1",
"level": 1
},
{
"self_ref": "#/texts/150",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 38.135,
"t": 57.50699999999995,
"r": 190.83260000000004,
"b": 49.58699999999999,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
46
]
}
],
"orig": "Source: Company filings (As of March 31, 2026)",
"text": "Source: Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/151",
"parent": {
"$ref": "#/groups/9"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 38.135,
"t": 47.44560000000001,
"r": 448.21204560000064,
"b": 39.50080000000003,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
121
]
}
],
"orig": "1) Annualized based on March 31, 2025 and 2026 portfolio and debt balances, which may not be indicative of actual results",
"text": "Annualized based on March 31, 2025 and 2026 portfolio and debt balances, which may not be indicative of actual results",
"enumerated": true,
"marker": "1)"
},
{
"self_ref": "#/texts/152",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 38.135,
"t": 38.04200000000003,
"r": 352.61696,
"b": 30.121999999999957,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
93
]
}
],
"orig": "2) Structured business only; does not include interest income from Agency loans held-for-sale",
"text": "2) Structured business only; does not include interest income from Agency loans held-for-sale"
},
{
"self_ref": "#/texts/153",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 38.135,
"t": 28.70060000000001,
"r": 320.9125152,
"b": 20.755800000000022,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
86
]
}
],
"orig": "3) Asset and debt rates reflect 'all in' amounts, which include certain fees and costs",
"text": "3) Asset and debt rates reflect 'all in' amounts, which include certain fees and costs"
},
{
"self_ref": "#/texts/154",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "10",
"text": "10"
},
{
"self_ref": "#/texts/155",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 11,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 643.3338549999997,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
81
]
}
],
"orig": "Arbor Has a Consistent Track Record of Book Value Appreciation and Outperformance",
"text": "Arbor Has a Consistent Track Record of Book Value Appreciation and Outperformance",
"level": 1
},
{
"self_ref": "#/texts/156",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 11,
"bbox": {
"l": 38.135,
"t": 50.72900000000004,
"r": 116.03612,
"b": 42.80899999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
23
]
}
],
"orig": "Source: Company filings",
"text": "Source: Company filings"
},
{
"self_ref": "#/texts/157",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 11,
"bbox": {
"l": 38.135,
"t": 39.928999999999974,
"r": 287.219,
"b": 32.009000000000015,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
73
]
}
],
"orig": "Sector peers include ACRE, ARI, BXMT, GPMT, KREF, LADR, RC, STWD and TRTX",
"text": "Sector peers include ACRE, ARI, BXMT, GPMT, KREF, LADR, RC, STWD and TRTX"
},
{
"self_ref": "#/texts/158",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 11,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "11",
"text": "11"
},
{
"self_ref": "#/texts/159",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 12,
"bbox": {
"l": 36.745,
"t": 586.07444,
"r": 361.57674499999996,
"b": 556.176695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
25
]
}
],
"orig": "Key Investment Highlights",
"text": "Key Investment Highlights",
"level": 1
},
{
"self_ref": "#/texts/160",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 12,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "12",
"text": "12"
},
{
"self_ref": "#/texts/161",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 708.9090999999997,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
74
]
}
],
"orig": "Recent Accomplishments Demonstrate Arbor's Focus on Operational Excellence",
"text": "Recent Accomplishments Demonstrate Arbor's Focus on Operational Excellence",
"level": 1
},
{
"self_ref": "#/texts/162",
"parent": {
"$ref": "#/groups/10"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 516.80728,
"r": 682.9548800000001,
"b": 502.84,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
93
]
}
],
"orig": "\u2713 Originated $5.1B of Agency loans in FY 2025, including $3.6B in the second half of the year",
"text": "Originated $5.1B of Agency loans in FY 2025, including $3.6B in the second half of the year",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/163",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 37.043,
"t": 494.24875000000003,
"r": 116.11415999999997,
"b": 430.81374999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
39
]
}
],
"orig": "Resilience under challenging conditions",
"text": "Resilience under challenging conditions"
},
{
"self_ref": "#/texts/164",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 29.992,
"t": 380.36875000000003,
"r": 119.13952,
"b": 332.79375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
26
]
}
],
"orig": "Strong performance metrics",
"text": "Strong performance metrics"
},
{
"self_ref": "#/texts/165",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 28.899,
"t": 263.58,
"r": 120.69388999999998,
"b": 200.16375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
50
]
}
],
"orig": "Continued success with right side of balance sheet",
"text": "Continued success with right side of balance sheet"
},
{
"self_ref": "#/texts/166",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 30.712,
"t": 136.60875,
"r": 121.98208,
"b": 73.17274999999995,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
44
]
}
],
"orig": "Continued monetization of legacy investments",
"text": "Continued monetization of legacy investments"
},
{
"self_ref": "#/texts/167",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 493.01728,
"r": 583.5970399999998,
"b": 479.05,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
74
]
}
],
"orig": "\u2713 FY 2025 total represents a 13% increase over $4.5B originated in FY 2024",
"text": "FY 2025 total represents a 13% increase over $4.5B originated in FY 2024",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/168",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 468.536555,
"r": 563.4656950000001,
"b": 454.54375000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
71
]
}
],
"orig": "\u2713 Servicing portfolio increased 9% since 1/1/25 to $36.3B as of 3/31/26",
"text": "Servicing portfolio increased 9% since 1/1/25 to $36.3B as of 3/31/26",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/169",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 444.746555,
"r": 521.7476750000002,
"b": 430.75375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
62
]
}
],
"orig": "\u2713 ~$3.5B of Structured originations in FY 2025; ~$770M in 1Q26",
"text": "~$3.5B of Structured originations in FY 2025; ~$770M in 1Q26",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/170",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 420.96655499999997,
"r": 600.880345,
"b": 406.97375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
77
]
}
],
"orig": "\u2713 Structured loan portfolio increased 6% since 1/1/25 to $12.0B as of 3/31/26",
"text": "Structured loan portfolio increased 6% since 1/1/25 to $12.0B as of 3/31/26",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/171",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 387.296555,
"r": 392.6461699999999,
"b": 373.30375000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
38
]
}
],
"orig": "\u2713 9.2% average ROE in FY 2025 and 1Q26",
"text": "9.2% average ROE in FY 2025 and 1Q26",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/172",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 364.30859999999996,
"r": 433.0080936,
"b": 349.52375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
50
]
}
],
"orig": "\u2713 16% increase in book value (over last 6 years) 1",
"text": "16% increase in book value (over last 6 years) 1",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/173",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 339.79859999999996,
"r": 379.4280936,
"b": 325.01375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
39
]
}
],
"orig": "\u2713 18% 6-year total shareholder return 2",
"text": "18% 6-year total shareholder return 2",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/174",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 309.19728,
"r": 658.4266399999999,
"b": 295.22999999999996,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
85
]
}
],
"orig": "\u2713 Entered into a new $763M CLO (CLO 21) with 88% leverage, creating $35M of liquidity",
"text": "Entered into a new $763M CLO (CLO 21) with 88% leverage, creating $35M of liquidity",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/175",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 286.85728,
"r": 690.1368799999998,
"b": 272.89,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
92
]
}
],
"orig": "\u2713 Entered into a new $1.1B CLO (CLO 20) with record 89% leverage, creating $85M of liquidity",
"text": "Entered into a new $1.1B CLO (CLO 20) with record 89% leverage, creating $85M of liquidity",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/176",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 265.22728,
"r": 724.4326399999998,
"b": 235.39999999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
185
]
}
],
"orig": "\u2713 Unwound three legacy CLO vehicles, refinancing assets with a new $1.15B repurchase facility and existing lines, enhancing leverage, reducing pricing and generating ~$170M of liquidity",
"text": "Unwound three legacy CLO vehicles, refinancing assets with a new $1.15B repurchase facility and existing lines, enhancing leverage, reducing pricing and generating ~$170M of liquidity",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/177",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 227.01728000000003,
"r": 707.8798399999995,
"b": 197.20375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
187
]
}
],
"orig": "\u2713 Completed first BTR CLO securitization in the industry, for ~$800M of assets, terms and pricing improvement over existing warehouse lines resulting in improved returns and profitability",
"text": "Completed first BTR CLO securitization in the industry, for ~$800M of assets, terms and pricing improvement over existing warehouse lines resulting in improved returns and profitability",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/178",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 188.85655499999996,
"r": 746.3719700000006,
"b": 174.86374999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
98
]
}
],
"orig": "\u2713 Completed debut $500M highyield bond offering and Ba2 / BB public ratings from Moody's and Fitch",
"text": "Completed debut $500M highyield bond offering and Ba2 / BB public ratings from Moody's and Fitch",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/179",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 167.22655499999996,
"r": 527.9250450000001,
"b": 153.23375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
64
]
}
],
"orig": "\u2713 Issued additional follow-on offering of $400M high-yield bonds",
"text": "Issued additional follow-on offering of $400M high-yield bonds",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/180",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 153.86,
"t": 119.16655500000002,
"r": 759.6301650000004,
"b": 89.30475000000001,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
142
]
}
],
"orig": "\u2713 Recognized $56M in cash gains from Lexford in FY 2025, an additional $6M in 1Q26, and over $110M of income from this investment life-to-date",
"text": "Recognized $56M in cash gains from Lexford in FY 2025, an additional $6M in 1Q26, and over $110M of income from this investment life-to-date",
"enumerated": false,
"marker": "\u2713"
},
{
"self_ref": "#/texts/181",
"parent": {
"$ref": "#/groups/12"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 37.763,
"t": 58.798,
"r": 117.05804000000002,
"b": 50.87800000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
24
]
}
],
"orig": "Source: Company filings",
"text": "Source: Company filings"
},
{
"self_ref": "#/texts/182",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 37.763,
"t": 48.71799999999996,
"r": 214.21052000000006,
"b": 40.798,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
50
]
}
],
"orig": "1) Reflects ending book value per share on 3/31/26",
"text": "Reflects ending book value per share on 3/31/26",
"enumerated": true,
"marker": "1)"
},
{
"self_ref": "#/texts/183",
"parent": {
"$ref": "#/groups/11"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 37.763,
"t": 39.37660000000005,
"r": 350.99971280000005,
"b": 31.431799999999953,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
89
]
}
],
"orig": "2) Assumes no reinvestment of the common dividend. Reflects ending stock price on 3/31/26",
"text": "Assumes no reinvestment of the common dividend. Reflects ending stock price on 3/31/26",
"enumerated": true,
"marker": "2)"
},
{
"self_ref": "#/texts/184",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "13",
"text": "13"
},
{
"self_ref": "#/texts/185",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 690.3567999999996,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
95
]
}
],
"orig": "Arbor's Loan Portfolio is Focused on the Highly Stable, Liquid and Resilient Multifamily Market",
"text": "Arbor's Loan Portfolio is Focused on the Highly Stable, Liquid and Resilient Multifamily Market",
"level": 1
},
{
"self_ref": "#/texts/186",
"parent": {
"$ref": "#/pictures/48"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 67.059,
"t": 483.10548,
"r": 84.873965,
"b": 462.4199807228916,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\u2713",
"text": "\u2713"
},
{
"self_ref": "#/texts/187",
"parent": {
"$ref": "#/pictures/49"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 66.215,
"t": 435.03548,
"r": 84.029965,
"b": 414.3499807228916,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\u2713",
"text": "\u2713"
},
{
"self_ref": "#/texts/188",
"parent": {
"$ref": "#/pictures/50"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 67.134,
"t": 387.14368,
"r": 84.96769,
"b": 366.43643855421686,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\u2713",
"text": "\u2713"
},
{
"self_ref": "#/texts/189",
"parent": {
"$ref": "#/pictures/51"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 66.712,
"t": 338.93548,
"r": 84.526965,
"b": 318.24998072289156,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "\u2713",
"text": "\u2713"
},
{
"self_ref": "#/texts/190",
"parent": {
"$ref": "#/groups/22"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 110.11,
"t": 481.69,
"r": 343.7926400000001,
"b": 449.26,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
48
]
}
],
"orig": "Primary focus on stable multifamily senior loans",
"text": "Primary focus on stable multifamily senior loans"
},
{
"self_ref": "#/texts/191",
"parent": {
"$ref": "#/groups/22"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 108.47,
"t": 428.34875,
"r": 305.840435,
"b": 414.64375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
34
]
}
],
"orig": "Generates strong leveraged returns",
"text": "Generates strong leveraged returns"
},
{
"self_ref": "#/texts/192",
"parent": {
"$ref": "#/groups/22"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 107.18,
"t": 385.88,
"r": 253.65175999999988,
"b": 372.2,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
26
]
}
],
"orig": "Geographically diversified",
"text": "Geographically diversified"
},
{
"self_ref": "#/texts/193",
"parent": {
"$ref": "#/groups/22"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 105.32,
"t": 345.69875,
"r": 344.154095,
"b": 314.69375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
49
]
}
],
"orig": "Balance sheet business drives GSE/Agency pipeline",
"text": "Balance sheet business drives GSE/Agency pipeline"
},
{
"self_ref": "#/texts/194",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 36.745,
"t": 47.84259999999995,
"r": 189.77773760000008,
"b": 39.89779999999996,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
46
]
}
],
"orig": "Source: Company filings (As of March 31, 2026)",
"text": "Source: Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/195",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 36.745,
"t": 37.71900000000005,
"r": 256.4527999999999,
"b": 29.798999999999978,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
64
]
}
],
"orig": "1) No other individual state represented 4% or more of the total",
"text": "1) No other individual state represented 4% or more of the total"
},
{
"self_ref": "#/texts/196",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "14",
"text": "14"
},
{
"self_ref": "#/texts/197",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 15,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 734.8585349999997,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
83
]
}
],
"orig": "Arbor is Singularly Focused on Accelerating the Resolution of Non-Performing Assets",
"text": "Arbor is Singularly Focused on Accelerating the Resolution of Non-Performing Assets",
"level": 1
},
{
"self_ref": "#/texts/198",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 15,
"bbox": {
"l": 50.003,
"t": 504.06,
"r": 745.2144000000002,
"b": 471.63,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
204
]
}
],
"orig": "Continue to make meaningful progress each quarter by resolving more non-interest earning assets versus new defaults. In 1Q26, non-performing assets are down 10% as Arbor accelerates the resolution process",
"text": "Continue to make meaningful progress each quarter by resolving more non-interest earning assets versus new defaults. In 1Q26, non-performing assets are down 10% as Arbor accelerates the resolution process"
},
{
"self_ref": "#/texts/199",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 15,
"bbox": {
"l": 36.968,
"t": 41.16999999999996,
"r": 217.02036,
"b": 23.16999999999996,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
99
]
}
],
"orig": "Source: Company filings (As of March 31, 2026) 1) Includes $84.3M of reserves related to REO assets",
"text": "Source: Company filings (As of March 31, 2026) 1) Includes $84.3M of reserves related to REO assets"
},
{
"self_ref": "#/texts/200",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 15,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "15",
"text": "15"
},
{
"self_ref": "#/texts/201",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 36.745,
"t": 598.10748,
"r": 496.38165,
"b": 544.049815,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
65
]
}
],
"orig": "Arbor has Clear Visibility to Resolution on Non-Performing Assets",
"text": "Arbor has Clear Visibility to Resolution on Non-Performing Assets",
"level": 1
},
{
"self_ref": "#/texts/202",
"parent": {
"$ref": "#/groups/13"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 182.23,
"t": 501.40875,
"r": 582.0003749999998,
"b": 484.10375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
59
]
}
],
"orig": "\u2192 $200M - $300M is expected to be resolved from 2Q26 - 3Q26",
"text": "\u2192 $200M - $300M is expected to be resolved from 2Q26 - 3Q26",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/203",
"parent": {
"$ref": "#/groups/13"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 182.23,
"t": 467.51875,
"r": 475.54064,
"b": 450.21375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
46
]
}
],
"orig": "\u2192 Potential to rectify another ~ $100M in 4Q26",
"text": "\u2192 Potential to rectify another ~ $100M in 4Q26",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/204",
"parent": {
"$ref": "#/groups/13"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 182.23,
"t": 433.65875,
"r": 722.64892,
"b": 401.02375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
165
]
}
],
"orig": "\u2192 Throughout the remainder of 2026, Arbor is projected to take back ~ $100M of nonperforming loans as REO assets, as well as work through any remaining delinquencies",
"text": "\u2192 Throughout the remainder of 2026, Arbor is projected to take back ~ $100M of nonperforming loans as REO assets, as well as work through any remaining delinquencies",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/205",
"parent": {
"$ref": "#/groups/13"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 182.23,
"t": 383.17875,
"r": 739.2117599999999,
"b": 365.87375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
92
]
}
],
"orig": "\u2192 This aggressive resolution pace will resolve nearly all of these delinquencies by year end",
"text": "\u2192 This aggressive resolution pace will resolve nearly all of these delinquencies by year end",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/206",
"parent": {
"$ref": "#/groups/23"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 741.08,
"t": 386.19,
"r": 744.00032,
"b": 380.43,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
1
]
}
],
"orig": "1",
"text": "1"
},
{
"self_ref": "#/texts/207",
"parent": {
"$ref": "#/groups/14"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 182.23,
"t": 299.36875,
"r": 670.3862399999999,
"b": 282.06374999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
74
]
}
],
"orig": "\u2192 ~$50M - $75M of delinquent loans (noted above) taken back as REO in 2Q26",
"text": "\u2192 ~$50M - $75M of delinquent loans (noted above) taken back as REO in 2Q26",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/208",
"parent": {
"$ref": "#/groups/14"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 182.23,
"t": 265.49875000000003,
"r": 753.90993,
"b": 232.87374999999997,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
137
]
}
],
"orig": "\u2192 Additionally, from 3Q26 - 4Q26, Arbor is projected to take back between $25M - $50M of non-performing loans (noted above) as REO assets",
"text": "\u2192 Additionally, from 3Q26 - 4Q26, Arbor is projected to take back between $25M - $50M of non-performing loans (noted above) as REO assets",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/209",
"parent": {
"$ref": "#/groups/14"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 182.23,
"t": 215.74874999999997,
"r": 751.83712,
"b": 182.39999999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
151
]
}
],
"orig": "\u2192 We expect to resolve between $300M - $400M of these assets during the year, which will bring the REO balance down to $250M - $300M by the end of 2026",
"text": "\u2192 We expect to resolve between $300M - $400M of these assets during the year, which will bring the REO balance down to $250M - $300M by the end of 2026",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/210",
"parent": {
"$ref": "#/groups/23"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 48.886,
"t": 470.01875,
"r": 146.13844999999995,
"b": 394.32,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
47
]
}
],
"orig": "Projected Resolution for $480M of Delinquencies",
"text": "Projected Resolution for $480M of Delinquencies"
},
{
"self_ref": "#/texts/211",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 48.364,
"t": 276.96,
"r": 146.91737999999998,
"b": 201.30375000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
44
]
}
],
"orig": "Projected Resolution for $520M of REO Assets",
"text": "Projected Resolution for $520M of REO Assets"
},
{
"self_ref": "#/texts/212",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 74.905,
"t": 133.18,
"r": 717.3819199999998,
"b": 100.75999999999999,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
218
]
}
],
"orig": "Aggressive resolution strategy will go a long way towards improving Arbor's run rate of net interest income as these non-performing assets are dragging earnings down by $75M - $95M annually, or ~$0.35 - $0.45 per share",
"text": "Aggressive resolution strategy will go a long way towards improving Arbor's run rate of net interest income as these non-performing assets are dragging earnings down by $75M - $95M annually, or ~$0.35 - $0.45 per share"
},
{
"self_ref": "#/texts/213",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 42.604,
"t": 69.12599999999998,
"r": 195.30160000000004,
"b": 51.125999999999976,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
78
]
}
],
"orig": "Source: Company filings (As of March 31, 2026) 1) Assumes no new delinquencies",
"text": "Source: Company filings (As of March 31, 2026) 1) Assumes no new delinquencies"
},
{
"self_ref": "#/texts/214",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "16",
"text": "16"
},
{
"self_ref": "#/texts/215",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 740.0628849999996,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
107
]
}
],
"orig": "Arbor Maintains a High-Quality Loan Portfolio With Active Risk Management to Mitigate Potential Loan Losses",
"text": "Arbor Maintains a High-Quality Loan Portfolio With Active Risk Management to Mitigate Potential Loan Losses",
"level": 1
},
{
"self_ref": "#/texts/216",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 78.629,
"t": 516.72875,
"r": 683.3493449999997,
"b": 496.54375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
68
]
}
],
"orig": "Experienced Team with Strong Track Record of Managing Through Cycles",
"text": "Experienced Team with Strong Track Record of Managing Through Cycles",
"level": 1
},
{
"self_ref": "#/texts/217",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 342.1,
"t": 481.44875,
"r": 421.51814999999993,
"b": 463.42375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
10
]
}
],
"orig": "Structured",
"text": "Structured",
"level": 1
},
{
"self_ref": "#/texts/218",
"parent": {
"$ref": "#/groups/15"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 42.952,
"t": 459.84875,
"r": 683.3440449999997,
"b": 441.82374999999996,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
118
]
}
],
"orig": "Structured \u25fc Aggressive approach to portfolio management and, when necessary, taking over assets to stabilize projects",
"text": "Structured \u25fc Aggressive approach to portfolio management and, when necessary, taking over assets to stabilize projects",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/219",
"parent": {
"$ref": "#/groups/15"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 65.57,
"t": 434.92875,
"r": 676.250025,
"b": 421.22375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
107
]
}
],
"orig": "\u25fc Partner with strong sponsors with track record of success and maintain disciplined origination principles",
"text": "\u25fc Partner with strong sponsors with track record of success and maintain disciplined origination principles",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/220",
"parent": {
"$ref": "#/groups/15"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 65.57,
"t": 414.02875,
"r": 733.9891900000007,
"b": 400.32375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
118
]
}
],
"orig": "\u25fc For REO, resolution through disposition or invest strategically in asset's rehabilitation to improve NOI & occupancy",
"text": "\u25fc For REO, resolution through disposition or invest strategically in asset's rehabilitation to improve NOI & occupancy",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/221",
"parent": {
"$ref": "#/groups/15"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 42.952,
"t": 393.11875,
"r": 719.9095100000005,
"b": 379.41375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
112
]
}
],
"orig": "\u25fc Current delinquencies represent just 1.7% of FY 2020 unpaid balance and 2021 - 2026 new originations of $28.1B",
"text": "\u25fc Current delinquencies represent just 1.7% of FY 2020 unpaid balance and 2021 - 2026 new originations of $28.1B",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/222",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 354.66,
"t": 168.38875000000002,
"r": 408.5006750000001,
"b": 150.36374999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
6
]
}
],
"orig": "Agency",
"text": "Agency",
"level": 1
},
{
"self_ref": "#/texts/223",
"parent": {
"$ref": "#/groups/16"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 44.491,
"t": 141.29999999999995,
"r": 531.0444800000001,
"b": 127.62,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
84
]
}
],
"orig": "\u25fc Agency business credit risk is limited by nature of loan sales and servicing model",
"text": "\u25fc Agency business credit risk is limited by nature of loan sales and servicing model",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/224",
"parent": {
"$ref": "#/groups/16"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 67.109,
"t": 120.39999999999998,
"r": 429.85800000000006,
"b": 106.72000000000003,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
60
]
}
],
"orig": "\u25fc Arbor participates in a loss-share program with Fannie Mae",
"text": "\u25fc Arbor participates in a loss-share program with Fannie Mae",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/225",
"parent": {
"$ref": "#/groups/16"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 67.109,
"t": 99.49000000000001,
"r": 601.3542800000002,
"b": 85.80999999999995,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
92
]
}
],
"orig": "\u25fc The Company has a clear history of navigating this potential guarantee with limited losses",
"text": "\u25fc The Company has a clear history of navigating this potential guarantee with limited losses",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/226",
"parent": {
"$ref": "#/groups/16"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 67.109,
"t": 78.58600000000001,
"r": 667.5244399999996,
"b": 64.90599999999995,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
100
]
}
],
"orig": "\u25fc Marginal Fannie Mae delinquencies of 2.75% with $43M of specific reserves against ~$695M of assets",
"text": "\u25fc Marginal Fannie Mae delinquencies of 2.75% with $43M of specific reserves against ~$695M of assets",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/227",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 35.752,
"t": 57.25260000000003,
"r": 188.4272216000001,
"b": 49.30780000000004,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
46
]
}
],
"orig": "Source: Company filings (As of March 31, 2026)",
"text": "Source: Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/228",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 35.752,
"t": 47.12900000000002,
"r": 105.03400000000002,
"b": 39.20900000000006,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
19
]
}
],
"orig": "1) Net of reversals",
"text": "1) Net of reversals"
},
{
"self_ref": "#/texts/229",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 35.752,
"t": 37.7876,
"r": 364.6399687999999,
"b": 29.84280000000001,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
98
]
}
],
"orig": "2) Includes impact of adopting current expected credit loss ('CECL') on January 1, 2020 of $17.3M",
"text": "2) Includes impact of adopting current expected credit loss ('CECL') on January 1, 2020 of $17.3M"
},
{
"self_ref": "#/texts/230",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 35.752,
"t": 28.384000000000015,
"r": 328.74232000000006,
"b": 20.463999999999942,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
82
]
}
],
"orig": "3) Includes $68.9M related to a land development legacy asset from 2006 (Homewood)",
"text": "3) Includes $68.9M related to a land development legacy asset from 2006 (Homewood)"
},
{
"self_ref": "#/texts/231",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 35.752,
"t": 18.322599999999966,
"r": 215.75441680000006,
"b": 10.37779999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
52
]
}
],
"orig": "4) Includes $84.3M of reserves related to REO assets",
"text": "4) Includes $84.3M of reserves related to REO assets"
},
{
"self_ref": "#/texts/232",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "17",
"text": "17"
},
{
"self_ref": "#/texts/233",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 18,
"bbox": {
"l": 36.745,
"t": 586.07444,
"r": 459.0714600000002,
"b": 556.176695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
36
]
}
],
"orig": "Highly Diversified Capital Structure",
"text": "Highly Diversified Capital Structure",
"level": 1
},
{
"self_ref": "#/texts/234",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 18,
"bbox": {
"l": 38.135,
"t": 33.05200000000002,
"r": 167.25835999999998,
"b": 25.131999999999948,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
36
]
}
],
"orig": "Source: Company-provided information",
"text": "Source: Company-provided information"
},
{
"self_ref": "#/texts/235",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [
{
"page_no": 18,
"bbox": {
"l": 38.135,
"t": 22.990599999999972,
"r": 167.3236416000001,
"b": 15.045799999999986,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
35
]
}
],
"orig": "1) Amounts are as of March 31, 2026",
"text": "1) Amounts are as of March 31, 2026"
},
{
"self_ref": "#/texts/236",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [
{
"page_no": 18,
"bbox": {
"l": 38.135,
"t": 13.586900000000014,
"r": 219.44232,
"b": 5.666900000000055,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
52
]
}
],
"orig": "2) Excludes Agency debt due to its short-term nature",
"text": "2) Excludes Agency debt due to its short-term nature"
},
{
"self_ref": "#/texts/237",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 18,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "18",
"text": "18"
},
{
"self_ref": "#/texts/238",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 541.0107849999998,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
59
]
}
],
"orig": "Unencumbered Asset Pool is Comprised of High-Quality Assets",
"text": "Unencumbered Asset Pool is Comprised of High-Quality Assets",
"level": 1
},
{
"self_ref": "#/texts/239",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 70.486,
"t": 499.58875,
"r": 334.3685449999999,
"b": 483.72375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
35
]
}
],
"orig": "Unencumbered Asset Pool Composition",
"text": "Unencumbered Asset Pool Composition",
"level": 1
},
{
"self_ref": "#/texts/240",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 87.021,
"t": 147.93875000000003,
"r": 337.78480000000013,
"b": 86.66075000000001,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
86
]
}
],
"orig": "Significant unencumbered asset coverage of unsecured debt from high-quality asset pool",
"text": "Significant unencumbered asset coverage of unsecured debt from high-quality asset pool"
},
{
"self_ref": "#/texts/241",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 442.03,
"t": 499.58875,
"r": 715.2094349999999,
"b": 483.72375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
38
]
}
],
"orig": "Key Unencumbered Asset Pool Highlights",
"text": "Key Unencumbered Asset Pool Highlights",
"level": 1
},
{
"self_ref": "#/texts/242",
"parent": {
"$ref": "#/groups/17"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 417.23,
"t": 420.29999999999995,
"r": 748.7344000000008,
"b": 387.16,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
68
]
}
],
"orig": "\u25fc $3.2B total unencumbered asset pool made up of high-quality assets",
"text": "\u25fc $3.2B total unencumbered asset pool made up of high-quality assets",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/243",
"parent": {
"$ref": "#/groups/17"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 417.23,
"t": 367.70875,
"r": 723.440245,
"b": 352.56375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
44
]
}
],
"orig": "\u25fc 1.6x unencumbered assets-to-unsecured debt",
"text": "\u25fc 1.6x unencumbered assets-to-unsecured debt",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/244",
"parent": {
"$ref": "#/groups/17"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 439.85,
"t": 333.08,
"r": 745.5564,
"b": 299.94000000000005,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
84
]
}
],
"orig": "\u25fc Averaging ~2.1x over last 8 quarters, significantly above the covenant requirement",
"text": "\u25fc Averaging ~2.1x over last 8 quarters, significantly above the covenant requirement",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/245",
"parent": {
"$ref": "#/groups/17"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 417.23,
"t": 280.48875,
"r": 591.1026850000002,
"b": 265.34375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
25
]
}
],
"orig": "\u25fc ~$775M cushion vs. 1.2x",
"text": "\u25fc ~$775M cushion vs. 1.2x",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/246",
"parent": {
"$ref": "#/groups/17"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 417.23,
"t": 246.59875,
"r": 706.2925600000008,
"b": 175.95,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
134
]
}
],
"orig": "\u25fc CLOs remain overcollateralized and are comfortably in compliance with existing overcollateralization and interest coverage covenants",
"text": "\u25fc CLOs remain overcollateralized and are comfortably in compliance with existing overcollateralization and interest coverage covenants",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/247",
"parent": {
"$ref": "#/groups/17"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 417.23,
"t": 157.21875,
"r": 719.04437,
"b": 123.33375000000001,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
58
]
}
],
"orig": "\u25fc 58% of secured debt is nonrecourse and nonmark-to-market",
"text": "\u25fc 58% of secured debt is nonrecourse and nonmark-to-market",
"enumerated": false,
"marker": ""
},
{
"self_ref": "#/texts/248",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 27.186,
"t": 49.04099999999994,
"r": 258.36287999999996,
"b": 41.12099999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
66
]
}
],
"orig": "Source: Company provided information. Amounts as of March 31, 2026",
"text": "Source: Company provided information. Amounts as of March 31, 2026"
},
{
"self_ref": "#/texts/249",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 27.186,
"t": 38.936000000000035,
"r": 583.1980000000005,
"b": 31.015999999999963,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
167
]
}
],
"orig": "1) Other assets are comprised primarily of interest and exit fees receivable, operating lease ROU and fixed assets, deferred compensation assets, and other receivables",
"text": "1) Other assets are comprised primarily of interest and exit fees receivable, operating lease ROU and fixed assets, deferred compensation assets, and other receivables"
},
{
"self_ref": "#/texts/250",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "19",
"text": "19"
},
{
"self_ref": "#/texts/251",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 20,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 538.1328,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
66
]
}
],
"orig": "Over the Last 5 Years Arbor has Generated Strong Financial Results",
"text": "Over the Last 5 Years Arbor has Generated Strong Financial Results",
"level": 1
},
{
"self_ref": "#/texts/252",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "text",
"prov": [
{
"page_no": 20,
"bbox": {
"l": 60.356,
"t": 105.34375,
"r": 737.1159250000002,
"b": 72.89374999999995,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
200
]
}
],
"orig": "Solid earnings base driven by thriving multifamily focused GSE/Agency platform as well as a well-positioned balance sheet business with entrenched low-cost CLOs that allow for outsized levered returns",
"text": "Solid earnings base driven by thriving multifamily focused GSE/Agency platform as well as a well-positioned balance sheet business with entrenched low-cost CLOs that allow for outsized levered returns"
},
{
"self_ref": "#/texts/253",
"parent": {
"$ref": "#/groups/18"
},
"children": [],
"content_layer": "body",
"label": "list_item",
"prov": [
{
"page_no": 20,
"bbox": {
"l": 38.135,
"t": 41.36900000000003,
"r": 708.0472800000011,
"b": 33.448999999999955,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
201
]
}
],
"orig": "1) Distributable Earnings is a non-GAAP measure that excludes certain one-time items, as well as certain non-cash items. These adjustments are reflected on the appropriate line items shown on this page",
"text": "Distributable Earnings is a non-GAAP measure that excludes certain one-time items, as well as certain non-cash items. These adjustments are reflected on the appropriate line items shown on this page",
"enumerated": true,
"marker": "1)"
},
{
"self_ref": "#/texts/254",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 20,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "20",
"text": "20"
},
{
"self_ref": "#/texts/255",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "section_header",
"prov": [
{
"page_no": 21,
"bbox": {
"l": 36.745,
"t": 600.4744400000001,
"r": 743.0167899999998,
"b": 541.746695,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
70
]
}
],
"orig": "Historical Reconciliation of Distributable Earnings to GAAP Net Income",
"text": "Historical Reconciliation of Distributable Earnings to GAAP Net Income",
"level": 1
},
{
"self_ref": "#/texts/256",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "furniture",
"label": "page_footer",
"prov": [
{
"page_no": 21,
"bbox": {
"l": 745.67,
"t": 21.10813440000004,
"r": 755.9278976,
"b": 12.690642846408878,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
2
]
}
],
"orig": "21",
"text": "21"
},
{
"self_ref": "#/texts/257",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "Arbor has Two Distinct Yet Complementary Business Lines",
"text": "Arbor has Two Distinct Yet Complementary Business Lines"
},
{
"self_ref": "#/texts/258",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company filings (As of March 31, 2026, unless otherwise noted)",
"text": "Source: Company filings (As of March 31, 2026, unless otherwise noted)"
},
{
"self_ref": "#/texts/259",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1) Represents loans originated and sold under the GSE and HUD programs, which are generally transferred or sold within 60 days of loan origination, as well as Private Label loans, which are either sold instantaneously or pooled and securitized, or sold, within 180 days of loan origination",
"text": "1) Represents loans originated and sold under the GSE and HUD programs, which are generally transferred or sold within 60 days of loan origination, as well as Private Label loans, which are either sold instantaneously or pooled and securitized, or sold, within 180 days of loan origination"
},
{
"self_ref": "#/texts/260",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "2) Based on the discounted expected net cash flows associated with the servicing of the loan",
"text": "2) Based on the discounted expected net cash flows associated with the servicing of the loan"
},
{
"self_ref": "#/texts/261",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "3) Inclusive of extension options",
"text": "3) Inclusive of extension options"
},
{
"self_ref": "#/texts/262",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "4) Weighted average servicing fee of 35.5bps on $36.3B portfolio",
"text": "4) Weighted average servicing fee of 35.5bps on $36.3B portfolio"
},
{
"self_ref": "#/texts/263",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "5) Excludes impact of MSRs net of amortization, derivative instruments, and other income",
"text": "5) Excludes impact of MSRs net of amortization, derivative instruments, and other income"
},
{
"self_ref": "#/texts/264",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "6) Includes commitment fees, broker fees, loan assumption fees, loan origination fees",
"text": "6) Includes commitment fees, broker fees, loan assumption fees, loan origination fees"
},
{
"self_ref": "#/texts/265",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "PORTFOLIO OVERVIEW",
"text": "PORTFOLIO OVERVIEW"
},
{
"self_ref": "#/texts/266",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company filings (As of March 31, 2026)",
"text": "Source: Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/267",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1) No other individual state represented 4% or more of the total",
"text": "1) No other individual state represented 4% or more of the total"
},
{
"self_ref": "#/texts/268",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "Continue to make meaningful progress each quarter by resolving more non-interest earning assets versus new defaults. In 1Q26, non-performing assets are down 10% as Arbor accelerates the resolution process",
"text": "Continue to make meaningful progress each quarter by resolving more non-interest earning assets versus new defaults. In 1Q26, non-performing assets are down 10% as Arbor accelerates the resolution process"
},
{
"self_ref": "#/texts/269",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "Non-Performing Assets - 2025-2026",
"text": "Non-Performing Assets - 2025-2026"
},
{
"self_ref": "#/texts/270",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "($ in 000s)",
"text": "($ in 000s)"
},
{
"self_ref": "#/texts/271",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company filings (As of March 31, 2026)",
"text": "Source: Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/272",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1) Includes $84.3M of reserves related to REO assets",
"text": "1) Includes $84.3M of reserves related to REO assets"
},
{
"self_ref": "#/texts/273",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "Allowance for Credit Losses - Structured Business",
"text": "Allowance for Credit Losses - Structured Business"
},
{
"self_ref": "#/texts/274",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "($M)",
"text": "($M)"
},
{
"self_ref": "#/texts/275",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1 Net of reversals",
"text": "1 Net of reversals"
},
{
"self_ref": "#/texts/276",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "2 Includes impact of adopting current expected credit loss (\u201cCECL\u201d) on January 1, 2020 of $17.3M",
"text": "2 Includes impact of adopting current expected credit loss (\u201cCECL\u201d) on January 1, 2020 of $17.3M"
},
{
"self_ref": "#/texts/277",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "3 Includes $68.9M related to a land development legacy asset from 2006 (Homewood)",
"text": "3 Includes $68.9M related to a land development legacy asset from 2006 (Homewood)"
},
{
"self_ref": "#/texts/278",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "4 Includes $84.3M of reserves related to REO assets",
"text": "4 Includes $84.3M of reserves related to REO assets"
},
{
"self_ref": "#/texts/279",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "Over the Last 5 Years Arbor has Generated Strong Financial Results",
"text": "Over the Last 5 Years Arbor has Generated Strong Financial Results"
},
{
"self_ref": "#/texts/280",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "(Amounts in 000s, except per share amounts)",
"text": "(Amounts in 000s, except per share amounts)"
},
{
"self_ref": "#/texts/281",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company filings (As of March 31, 2026)",
"text": "Source: Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/282",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1) Distributable Earnings is a non-GAAP measure that excludes certain one-time items, as well as certain non-cash items. These adjustments are reflected on the appropriate line items shown on this page",
"text": "1) Distributable Earnings is a non-GAAP measure that excludes certain one-time items, as well as certain non-cash items. These adjustments are reflected on the appropriate line items shown on this page"
},
{
"self_ref": "#/texts/283",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "2) $1.07 including realized losses totaling $22.6M in 2025; $0.07 including realized losses totaling $22.9M in 1Q26",
"text": "2) $1.07 including realized losses totaling $22.6M in 2025; $0.07 including realized losses totaling $22.9M in 1Q26"
},
{
"self_ref": "#/texts/284",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "Historical Reconciliation of Distributable Earnings to GAAP Net Income",
"text": "Historical Reconciliation of Distributable Earnings to GAAP Net Income"
},
{
"self_ref": "#/texts/285",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "caption",
"prov": [],
"orig": "(Amounts in 000s, except per share amounts)",
"text": "(Amounts in 000s, except per share amounts)"
},
{
"self_ref": "#/texts/286",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company filings (As of December 31, 2025)",
"text": "Source: Company filings (As of December 31, 2025)"
},
{
"self_ref": "#/texts/287",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1) Amounts are attributable to common stockholders and OP Unit holders. The OP Units are redeemable for cash, or at the Company's option for shares of the Company's common stock on a one-for-one basis",
"text": "1) Amounts are attributable to common stockholders and OP Unit holders. The OP Units are redeemable for cash, or at the Company's option for shares of the Company's common stock on a one-for-one basis"
},
{
"self_ref": "#/texts/288",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "2) $1.07 including realized losses totaling $22.6M in 2025; $0.07 including realized losses totaling $22.9M in 1Q26",
"text": "2) $1.07 including realized losses totaling $22.6M in 2025; $0.07 including realized losses totaling $22.9M in 1Q26"
},
{
"self_ref": "#/texts/289",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company website, Company filings (As of March 31, 2026)",
"text": "Source: Company website, Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/290",
"parent": {
"$ref": "#/groups/4"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company filings (As of March 31, 2026, unless otherwise noted)",
"text": "Source: Company filings (As of March 31, 2026, unless otherwise noted)"
},
{
"self_ref": "#/texts/291",
"parent": {
"$ref": "#/groups/4"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1 Represents loans originated and sold under the GSE and HUD programs, which are generally transferred or sold within 60 days of loan origination, as well as Private Label loans, which are either sold instantaneously or pooled and securitized, or sold, within 180 days of loan origination",
"text": "1 Represents loans originated and sold under the GSE and HUD programs, which are generally transferred or sold within 60 days of loan origination, as well as Private Label loans, which are either sold instantaneously or pooled and securitized, or sold, within 180 days of loan origination"
},
{
"self_ref": "#/texts/292",
"parent": {
"$ref": "#/groups/4"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "2 Based on the discounted expected net cash flows associated with the servicing of the loan",
"text": "2 Based on the discounted expected net cash flows associated with the servicing of the loan"
},
{
"self_ref": "#/texts/293",
"parent": {
"$ref": "#/groups/4"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "3 Inclusive of extension options",
"text": "3 Inclusive of extension options"
},
{
"self_ref": "#/texts/294",
"parent": {
"$ref": "#/groups/4"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "4 Weighted average servicing fee of 35.5bps on $36.3B portfolio",
"text": "4 Weighted average servicing fee of 35.5bps on $36.3B portfolio"
},
{
"self_ref": "#/texts/295",
"parent": {
"$ref": "#/groups/4"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "5 Excludes impact of MSRs net of amortization, derivative instruments, and other income",
"text": "5 Excludes impact of MSRs net of amortization, derivative instruments, and other income"
},
{
"self_ref": "#/texts/296",
"parent": {
"$ref": "#/groups/4"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "6 Includes commitment fees, broker fees, loan assumption fees, loan origination fees",
"text": "6 Includes commitment fees, broker fees, loan assumption fees, loan origination fees"
},
{
"self_ref": "#/texts/297",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company filings (As of March 31, 2026)",
"text": "Source: Company filings (As of March 31, 2026)"
},
{
"self_ref": "#/texts/298",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1 Annualized based on March 31, 2025 and 2026 portfolio and debt balances, which may not be indicative of actual results",
"text": "1 Annualized based on March 31, 2025 and 2026 portfolio and debt balances, which may not be indicative of actual results"
},
{
"self_ref": "#/texts/299",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "2 Structured business only; does not include interest income from Agency loans held-for-sale",
"text": "2 Structured business only; does not include interest income from Agency loans held-for-sale"
},
{
"self_ref": "#/texts/300",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "3 Asset and debt rates reflect \"all in\" amounts, which include certain fees and costs",
"text": "3 Asset and debt rates reflect \"all in\" amounts, which include certain fees and costs"
},
{
"self_ref": "#/texts/301",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company filings",
"text": "Source: Company filings"
},
{
"self_ref": "#/texts/302",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Sector peers include ACRE, ARI, BXMT, GPMT, KREF, LADR, RC, STWD and TRTX",
"text": "Sector peers include ACRE, ARI, BXMT, GPMT, KREF, LADR, RC, STWD and TRTX"
},
{
"self_ref": "#/texts/303",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1 No other individual state represented 4% or more of the total",
"text": "1 No other individual state represented 4% or more of the total"
},
{
"self_ref": "#/texts/304",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company-provided information",
"text": "Source: Company-provided information"
},
{
"self_ref": "#/texts/305",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1 Amounts are as of March 31, 2026",
"text": "1 Amounts are as of March 31, 2026"
},
{
"self_ref": "#/texts/306",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "2 Excludes Agency debt due to its short-term nature",
"text": "2 Excludes Agency debt due to its short-term nature"
},
{
"self_ref": "#/texts/307",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "Source: Company provided information. Amounts as of March 31, 2026",
"text": "Source: Company provided information. Amounts as of March 31, 2026"
},
{
"self_ref": "#/texts/308",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"label": "footnote",
"prov": [],
"orig": "1 Other assets are comprised primarily of interest and exit fees receivable, operating lease ROU and fixed assets, deferred compensation assets, and other receivables",
"text": "1 Other assets are comprised primarily of interest and exit fees receivable, operating lease ROU and fixed assets, deferred compensation assets, and other receivables"
}
],
"pictures": [
{
"self_ref": "#/pictures/0",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/0"
},
{
"$ref": "#/texts/1"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.8435450792312622,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.12157832086086273,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.01012892834842205,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.006267958786338568,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.003490881295874715,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.0033900635316967964,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.003146191593259573,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0021123832557350397,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0015074352268129587,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 0.0008965255692601204,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0007989970617927611,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.0007758090505376458,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.0005536203971132636,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.000370707391994074,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.00031271425541490316,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 0.00028402445605024695,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 0.00019764102762565017,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.00019678565149661154,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00018059185822494328,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.00010318429849576205,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 5.358166163205169e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 4.993950642528944e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.911914948024787e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 5.447029252536595e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.6216209789708955e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.3347882941161515e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 1,
"bbox": {
"l": 25.732576370239258,
"t": 587.8519077301025,
"r": 254.7185516357422,
"b": 517.368293762207,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 229.0,
"height": 71.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.8435450792312622
},
{
"class_name": "icon",
"confidence": 0.12157832086086273
},
{
"class_name": "stamp",
"confidence": 0.01012892834842205
},
{
"class_name": "page_thumbnail",
"confidence": 0.006267958786338568
},
{
"class_name": "flow_chart",
"confidence": 0.003490881295874715
},
{
"class_name": "calendar",
"confidence": 0.0033900635316967964
},
{
"class_name": "full_page_image",
"confidence": 0.003146191593259573
},
{
"class_name": "other",
"confidence": 0.0021123832557350397
},
{
"class_name": "music",
"confidence": 0.0015074352268129587
},
{
"class_name": "bar_code",
"confidence": 0.0008965255692601204
},
{
"class_name": "photograph",
"confidence": 0.0007989970617927611
},
{
"class_name": "engineering_drawing",
"confidence": 0.0007758090505376458
},
{
"class_name": "table",
"confidence": 0.0005536203971132636
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.000370707391994074
},
{
"class_name": "signature",
"confidence": 0.00031271425541490316
},
{
"class_name": "qr_code",
"confidence": 0.00028402445605024695
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00019764102762565017
},
{
"class_name": "bar_chart",
"confidence": 0.00019678565149661154
},
{
"class_name": "chemistry_structure",
"confidence": 0.00018059185822494328
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00010318429849576205
},
{
"class_name": "line_chart",
"confidence": 5.358166163205169e-05
},
{
"class_name": "pie_chart",
"confidence": 4.993950642528944e-05
},
{
"class_name": "geographical_map",
"confidence": 4.911914948024787e-05
},
{
"class_name": "box_plot",
"confidence": 5.447029252536595e-06
},
{
"class_name": "scatter_plot",
"confidence": 2.6216209789708955e-06
},
{
"class_name": "topographical_map",
"confidence": 1.3347882941161515e-06
}
]
}
]
},
{
"self_ref": "#/pictures/1",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A low-angle, exterior view of a modern multi-story building facade. The architecture features a striking contrast between matte, dark charcoal-colored exterior walls and light-toned, horizontal wood-plank textured panels. The building has a stepped, cubic design with multiple cantilevered balconies. Each balcony is equipped with a simple, vertical metal railing. Large, rectangular windows with dark frames are present on every floor, reflecting the surrounding environment. Small, potted evergreen bushes are placed on the balconies, adding a touch of greenery to the dark, geometric structure. The perspective emphasizes the verticality and sharp, clean lines of the contemporary building design."
},
"classification": {
"predictions": [
{
"confidence": 0.48564475774765015,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.26532822847366333,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.14256927371025085,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.05326687917113304,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.015131194144487381,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.011391997337341309,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.008708392269909382,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.006556839216500521,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.0022696831729263067,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0017045896966010332,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0016705513698980212,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 0.0011797042097896338,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.001002145349048078,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0009804287692531943,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 0.0005094034131616354,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0004903163644485176,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.00041098479414358735,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.0003106026560999453,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.00021102729078847915,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00018144812202081084,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.0001718838029773906,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 0.0001381133042741567,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 9.346167644253e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 4.0211052692029625e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 3.656094122561626e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.3629895647682133e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "parse-01m2p7m26gkmk5h9jmgkz94np6",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 1,
"bbox": {
"l": 0.059693098068237305,
"t": 502.57354736328125,
"r": 791.8389282226562,
"b": 0.52069091796875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 792.0,
"height": 502.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "full_page_image",
"confidence": 0.48564475774765015
},
{
"class_name": "photograph",
"confidence": 0.26532822847366333
},
{
"class_name": "engineering_drawing",
"confidence": 0.14256927371025085
},
{
"class_name": "logo",
"confidence": 0.05326687917113304
},
{
"class_name": "page_thumbnail",
"confidence": 0.015131194144487381
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.011391997337341309
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.008708392269909382
},
{
"class_name": "geographical_map",
"confidence": 0.006556839216500521
},
{
"class_name": "other",
"confidence": 0.0022696831729263067
},
{
"class_name": "table",
"confidence": 0.0017045896966010332
},
{
"class_name": "music",
"confidence": 0.0016705513698980212
},
{
"class_name": "flow_chart",
"confidence": 0.0011797042097896338
},
{
"class_name": "bar_code",
"confidence": 0.001002145349048078
},
{
"class_name": "qr_code",
"confidence": 0.0009804287692531943
},
{
"class_name": "icon",
"confidence": 0.0005094034131616354
},
{
"class_name": "calendar",
"confidence": 0.0004903163644485176
},
{
"class_name": "chemistry_structure",
"confidence": 0.00041098479414358735
},
{
"class_name": "line_chart",
"confidence": 0.0003106026560999453
},
{
"class_name": "bar_chart",
"confidence": 0.00021102729078847915
},
{
"class_name": "stamp",
"confidence": 0.00018144812202081084
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0001718838029773906
},
{
"class_name": "signature",
"confidence": 0.0001381133042741567
},
{
"class_name": "topographical_map",
"confidence": 9.346167644253e-05
},
{
"class_name": "scatter_plot",
"confidence": 4.0211052692029625e-05
},
{
"class_name": "pie_chart",
"confidence": 3.656094122561626e-05
},
{
"class_name": "box_plot",
"confidence": 1.3629895647682133e-06
}
]
}
]
},
{
"self_ref": "#/pictures/2",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9021862745285034,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.08388394862413406,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.007447883021086454,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.005994091741740704,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 8.187523053493351e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.927443220978603e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 7.169351010816172e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.3164891647174954e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.6203209927189164e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 2.5944233129848726e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 2.5673147320048884e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.359963946219068e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.2158099454827607e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 2.1284558897605166e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.753674223436974e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.6632739061606117e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.527587664895691e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.3555531040765345e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 9.182817848341074e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.6684459751559189e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.1493305009935284e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 9.226309884979855e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 4.077869277807622e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.5463469910391723e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.7030730248279724e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.4084838539929478e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 2,
"bbox": {
"l": 696.0300903320312,
"t": 29.2271728515625,
"r": 721.4745483398438,
"b": 9.78094482421875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 25.0,
"height": 19.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9021862745285034
},
{
"class_name": "logo",
"confidence": 0.08388394862413406
},
{
"class_name": "bar_chart",
"confidence": 0.007447883021086454
},
{
"class_name": "bar_code",
"confidence": 0.005994091741740704
},
{
"class_name": "page_thumbnail",
"confidence": 8.187523053493351e-05
},
{
"class_name": "stamp",
"confidence": 7.927443220978603e-05
},
{
"class_name": "engineering_drawing",
"confidence": 7.169351010816172e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.3164891647174954e-05
},
{
"class_name": "table",
"confidence": 2.6203209927189164e-05
},
{
"class_name": "other",
"confidence": 2.5944233129848726e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.5673147320048884e-05
},
{
"class_name": "line_chart",
"confidence": 2.359963946219068e-05
},
{
"class_name": "pie_chart",
"confidence": 2.2158099454827607e-05
},
{
"class_name": "music",
"confidence": 2.1284558897605166e-05
},
{
"class_name": "flow_chart",
"confidence": 1.753674223436974e-05
},
{
"class_name": "calendar",
"confidence": 1.6632739061606117e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.527587664895691e-05
},
{
"class_name": "qr_code",
"confidence": 1.3555531040765345e-05
},
{
"class_name": "photograph",
"confidence": 9.182817848341074e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 1.6684459751559189e-06
},
{
"class_name": "signature",
"confidence": 1.1493305009935284e-06
},
{
"class_name": "geographical_map",
"confidence": 9.226309884979855e-07
},
{
"class_name": "box_plot",
"confidence": 4.077869277807622e-07
},
{
"class_name": "scatter_plot",
"confidence": 2.5463469910391723e-07
},
{
"class_name": "full_page_image",
"confidence": 1.7030730248279724e-07
},
{
"class_name": "topographical_map",
"confidence": 1.4084838539929478e-07
}
]
}
]
},
{
"self_ref": "#/pictures/3",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "The diagram illustrates a cyclical relationship between four distinct financial service stages. Top left: 'Bridge and mezzanine loans' (represented by an icon of a handshake over a house in an orange circle). Bottom left: 'Construction loans' (represented by an icon of buildings in a green circle). Top right: 'GSE loan origination' (represented by an icon of a star-burst pattern in a dark teal circle). Bottom right: 'GSE loan servicing' (represented by an icon of a hand holding a coin in a blue circle). Arrows indicate a clockwise flow: 'Construction loans' connects to 'Bridge and mezzanine loans' (curved dashed arrow), which connects to 'GSE loan origination' (straight dashed arrow), which connects to 'GSE loan servicing' (curved dashed arrow). Below this cycle is a box containing three key value propositions marked with checkmarks:"
},
"classification": {
"predictions": [
{
"confidence": 0.9597455263137817,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.01738300547003746,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.013193110004067421,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.003665701486170292,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0025043785572052,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0010100831277668476,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.0008250739774666727,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.00036242735222913325,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.00030190215329639614,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0002787458652164787,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.00018474928219802678,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.00017858950013760477,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.00012298930960241705,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 5.737135870731436e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 5.3336229029810056e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 3.024509896931704e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.8195319828228094e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 2.0902090909658e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.4662093235529028e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.4492061382043175e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 6.1032337725919206e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 5.665093340212479e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 4.668906512961257e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.4778224744513864e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.422176294203382e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 2.1592645680357236e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7m27wp317czakh32md95g",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 433.71504,
"t": 537.0116399999999,
"r": 768.0499199999999,
"b": 50.92452,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 336.0,
"height": 488.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "flow_chart",
"confidence": 0.9597455263137817
},
{
"class_name": "engineering_drawing",
"confidence": 0.01738300547003746
},
{
"class_name": "icon",
"confidence": 0.013193110004067421
},
{
"class_name": "pie_chart",
"confidence": 0.003665701486170292
},
{
"class_name": "other",
"confidence": 0.0025043785572052
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0010100831277668476
},
{
"class_name": "chemistry_structure",
"confidence": 0.0008250739774666727
},
{
"class_name": "geographical_map",
"confidence": 0.00036242735222913325
},
{
"class_name": "bar_chart",
"confidence": 0.00030190215329639614
},
{
"class_name": "line_chart",
"confidence": 0.0002787458652164787
},
{
"class_name": "calendar",
"confidence": 0.00018474928219802678
},
{
"class_name": "logo",
"confidence": 0.00017858950013760477
},
{
"class_name": "table",
"confidence": 0.00012298930960241705
},
{
"class_name": "full_page_image",
"confidence": 5.737135870731436e-05
},
{
"class_name": "music",
"confidence": 5.3336229029810056e-05
},
{
"class_name": "scatter_plot",
"confidence": 3.024509896931704e-05
},
{
"class_name": "photograph",
"confidence": 2.8195319828228094e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.0902090909658e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 1.4662093235529028e-05
},
{
"class_name": "page_thumbnail",
"confidence": 1.4492061382043175e-05
},
{
"class_name": "topographical_map",
"confidence": 6.1032337725919206e-06
},
{
"class_name": "signature",
"confidence": 5.665093340212479e-06
},
{
"class_name": "stamp",
"confidence": 4.668906512961257e-06
},
{
"class_name": "box_plot",
"confidence": 3.4778224744513864e-06
},
{
"class_name": "bar_code",
"confidence": 2.422176294203382e-06
},
{
"class_name": "qr_code",
"confidence": 2.1592645680357236e-06
}
]
}
]
},
{
"self_ref": "#/pictures/4",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9672401547431946,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.03018917888402939,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0015988376690074801,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0005308149848133326,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0001697442785371095,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 5.30490797245875e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 5.011002940591425e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 4.2198083974653855e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.5281173293478787e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.1287421986926347e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.580362004460767e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.1907806765520945e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.0526276128075551e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 9.578096978657413e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 7.791491043462884e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 7.709402780164964e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.445338163350243e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 4.371976956463186e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.538830242177937e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.881598109321203e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 1.087226451090828e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 4.3996385556965834e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.6371048161545332e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.1632938878847199e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.4117147390256832e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.7101488225534922e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 3,
"bbox": {
"l": 690.3585815429688,
"t": 34.74505615234375,
"r": 726.41650390625,
"b": 6.19940185546875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 36.0,
"height": 29.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACQAAAAdCAIAAABNF1mqAAAHDklEQVRIDb3Bb2wT9xkA4Pd3zl04J3cFhZ5Dmp4NuNQNCbLTUDUqTJB1yxWENGlFG2NKQkIDIlOjUAmmVRMJmtJurbZO09TVTCVfOrfDI533B9YhNlLWEdaC5Spgi4sZ52JMnNh3jmP7zj6/005CSj9OCnsegojw/0IQER6olpfK+btolgAIrAAEoGrsa2vsjWAhiAgWQ7udT/yNUAxF18EKwWrFNFSGX8+JO4HYCCICQKWQ1m6dtTd1sms3A7HByqkUM4u3/8g8sqHusW0EEQEg/8VUVdf4jXvgIdBziSXlwhrPtwkiAkBODtHc46zDBw9B1dS1aIBbv4sgIgBocojhRVbwwjJVxEKxQBGqXKkwNG1WTdOsMgxjlI1H6rlisVgFqFQqtQxTrpQpygaAlUrFvoqlaRqWQdNQYwHOKRFEBABNDjG8yApeeODilU9uxmeNiiE2Nl369Krvqc1qLjevZlrdm67dmPnxK8fPnP/TvYV0fqnwhNP1+a1YY8OjDEPLyp2trVuSc/cH9+5jV60CC5qGGgtwTokgIgBocojhRVbwgmUxn99z5OAT6zc0Oxwbm8VzH1/a2rZlQdPS2Uy7p+VK5PqvT75++uyZO6mkrhtu0XU9OvOY4GBo+uas/KzX9/qpd375w9EXtu8AC5qGGgtwTokgIgBocojhRVbwgiWeUHb07duz83lHQ8PGZvH85amO1raMpqWzGZ+nZToS9o+NT0wGlVSypBtu0RWOzjQJDoamo/HZTl/7D372xvGDh4/2DoAFTUONBTinRBARADQ5xPAiK3jBEk8oXQf2797R5Who2Ngsnr881dHaltG0dDbj87RMR8L+sfGJyaCSSpZ0wy26wtGZJsHB0HQ0Ptvpa3/1rTePDRw62jsAFjQNNRbgnBJBRADQ5BDDi6zgBUs8oXQd2L97R5ejoWFjs3j+8lRHa1tG09LZjM/TMh0J+8fGJyaDSipZ0g236ApHZ5oEB0PT0fhsp6/91bfePDZw6GjvAFjQNNRYgHNKBBEBQJNDDC+yghcs8YTSdWD/np1fdaxdu76p+fzlqY7WtoympbMZn6dlOhL2j41PTAaVVLKkG27RFY7ONAkOhqZjt+PPtT/9/Z/+5NjAoaO9A2BB01BjAc4pEUQEAE0OMbzICl6wxBNKV/93dz7zbMPq1e1PbT738aWO1raMpqWzGZ+nZToS9o+NT0wGlVSypBtu0RWOzjQJjlqGicSibZuefONd//GDh4/2DoAFTUONBTinRBARADQ5xPAiK3jBEk8o3S/1mli1s+zJ7418eOGjpze3ZjQtnc34PC3TkbB/bHxiMqikkiXdcIuucHSmSXDw9fWhixe+uH8vmU6fOPLySE8/WNA01FiAc0oEEQFAk0MML7KCFyzxhCIN9i1oKl1je7F799zC/Pb2rfNqNp3N+Dwt05Gwf2x8YjKopJIl3XCLrnB05vHGdTfj8rUbN+7OpSqmOTo0PNLTDxY0DTUW4JwSQUQA0OQQw4us4AVLPKFIg33qYo4QqlAqbGvf+rXObVp+MZ3N+Dwt05Gwf2x8YjKopJIl3XCLrms3PhfXNb126u3a2lqKkKKujw4Nj/T0gwVNQ40FOKdEEBEANDnE8CIreMESTyjSYJ+6mKMoqopYb7ezTO03v/5CVtO2POmZjoT9Y+MTk0EllSzpRqt708/fO10s6XML8xRFAUBR10eHhkd6+sGCpqHGApxTIogIAJocYniRFbxgiScUabBPXcxRFAUAiFgxK7u27zAqle7nvvLJ9c/8Y+MTk8FE6l5uKU8R6ncfncsVlmpsNrAUdX10aHikpx8saBpqLMA5JYKIAKDJIYYXWcELlnhCkQb71MUcRVGwDFdXf+LIy3+/euXUyddOnz2TuJ9KzqXO/OUcQ9OwTFHXR4eGR3r6wYKmocYCnFMiiAgAmhxieJEVvGCZVe50v9SbW8pTFAUPICJN05ucLr6e+/AX77x79rdvf/CeYZSTc/dtNhssUyiVTgwNv9I7ABY0DTUW4JwSQUQA0OQQw4us4AXLgprdfXjgZlyuqamBZRCxXC43rF5z+Fvfmfrs6tSn/6qx/Rcsg9UqoahfnfjR3u5dYEHTUGMBzikRRAQATQ4xvMgKXnjg4pV//ubPv88vFSiKwJcholEu22y2GpsNvgwRCSGd3va+b7zI1dWBBU1DjQU4p0QQEQA0OcTwIit4YRlErFar8L8ixEZRsAyahhoLcE6JICIA5OQ/1NSvszd2wENQrZTU6Pv8hl0EEQGgcG/aWFRWb9oLD4GevbV09x9rPPsIIgKAqec0OcjwG+yNW4mNgZVTXkws/vuv9nXPsIKPICJYKsX5vHKhWi4QWy2sFDSxWl71qM/uaAcAgojwAKJpFufRNGDFENuqNRRdB5b/ANzbteZKxJJ+AAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9672401547431946
},
{
"class_name": "logo",
"confidence": 0.03018917888402939
},
{
"class_name": "bar_code",
"confidence": 0.0015988376690074801
},
{
"class_name": "bar_chart",
"confidence": 0.0005308149848133326
},
{
"class_name": "stamp",
"confidence": 0.0001697442785371095
},
{
"class_name": "flow_chart",
"confidence": 5.30490797245875e-05
},
{
"class_name": "calendar",
"confidence": 5.011002940591425e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.2198083974653855e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.5281173293478787e-05
},
{
"class_name": "music",
"confidence": 2.1287421986926347e-05
},
{
"class_name": "qr_code",
"confidence": 1.580362004460767e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1907806765520945e-05
},
{
"class_name": "photograph",
"confidence": 1.0526276128075551e-05
},
{
"class_name": "other",
"confidence": 9.578096978657413e-06
},
{
"class_name": "engineering_drawing",
"confidence": 7.791491043462884e-06
},
{
"class_name": "pie_chart",
"confidence": 7.709402780164964e-06
},
{
"class_name": "table",
"confidence": 4.445338163350243e-06
},
{
"class_name": "chemistry_structure",
"confidence": 4.371976956463186e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.538830242177937e-06
},
{
"class_name": "line_chart",
"confidence": 1.881598109321203e-06
},
{
"class_name": "signature",
"confidence": 1.087226451090828e-06
},
{
"class_name": "full_page_image",
"confidence": 4.3996385556965834e-07
},
{
"class_name": "geographical_map",
"confidence": 1.6371048161545332e-07
},
{
"class_name": "box_plot",
"confidence": 1.1632938878847199e-07
},
{
"class_name": "scatter_plot",
"confidence": 2.4117147390256832e-08
},
{
"class_name": "topographical_map",
"confidence": 1.7101488225534922e-08
}
]
}
]
},
{
"self_ref": "#/pictures/5",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A timeline diagram showing the corporate history of Arbor from 1983 to 2024. The timeline is represented by a horizontal dashed line with events plotted above and below it. The timeline proceeds chronologically from left to right."
},
"classification": {
"predictions": [
{
"confidence": 0.6487088799476624,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.2276046723127365,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.05061797425150871,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.0311179980635643,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.013783262111246586,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.008574798703193665,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 0.006461560260504484,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.004463628400117159,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 0.0024508002679795027,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 0.0023096788208931684,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.0007450359989888966,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.00068097427720204,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0005962332943454385,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.0005290367407724261,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0003033567045349628,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.00020590615167748183,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.00017989605839829892,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.00015333534975070506,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.00012884663010481745,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 0.00011800380889326334,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 9.124412463279441e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 6.961899634916335e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 5.326950486050919e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.337791556783486e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.5143154087127186e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.3544947250920814e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7m2apg4vxf68hjrxv4bc7",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [],
"quber__footnotes": [
{
"marker": "",
"text": "Source: Company website, Company filings (As of March 31, 2026)"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 18.624340057373047,
"t": 514.4171981811523,
"r": 770.2482299804688,
"b": 233.20233154296875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 751.0,
"height": 281.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "table",
"confidence": 0.6487088799476624
},
{
"class_name": "line_chart",
"confidence": 0.2276046723127365
},
{
"class_name": "flow_chart",
"confidence": 0.05061797425150871
},
{
"class_name": "bar_chart",
"confidence": 0.0311179980635643
},
{
"class_name": "calendar",
"confidence": 0.013783262111246586
},
{
"class_name": "box_plot",
"confidence": 0.008574798703193665
},
{
"class_name": "engineering_drawing",
"confidence": 0.006461560260504484
},
{
"class_name": "music",
"confidence": 0.004463628400117159
},
{
"class_name": "scatter_plot",
"confidence": 0.0024508002679795027
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0023096788208931684
},
{
"class_name": "icon",
"confidence": 0.0007450359989888966
},
{
"class_name": "pie_chart",
"confidence": 0.00068097427720204
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0005962332943454385
},
{
"class_name": "other",
"confidence": 0.0005290367407724261
},
{
"class_name": "geographical_map",
"confidence": 0.0003033567045349628
},
{
"class_name": "full_page_image",
"confidence": 0.00020590615167748183
},
{
"class_name": "page_thumbnail",
"confidence": 0.00017989605839829892
},
{
"class_name": "chemistry_structure",
"confidence": 0.00015333534975070506
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00012884663010481745
},
{
"class_name": "photograph",
"confidence": 0.00011800380889326334
},
{
"class_name": "logo",
"confidence": 9.124412463279441e-05
},
{
"class_name": "bar_code",
"confidence": 6.961899634916335e-05
},
{
"class_name": "signature",
"confidence": 5.326950486050919e-05
},
{
"class_name": "stamp",
"confidence": 2.337791556783486e-05
},
{
"class_name": "topographical_map",
"confidence": 1.5143154087127186e-05
},
{
"class_name": "qr_code",
"confidence": 1.3544947250920814e-05
}
]
}
]
},
{
"self_ref": "#/pictures/6",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/34"
},
{
"$ref": "#/texts/35"
},
{
"$ref": "#/texts/36"
},
{
"$ref": "#/texts/37"
},
{
"$ref": "#/texts/38"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.4908852279186249,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.21731442213058472,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.12076524645090103,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.09611949324607849,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0222536101937294,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.015985094010829926,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.011329091154038906,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.009240468963980675,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.004659370519220829,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.004157816991209984,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.002511162543669343,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0012169957626610994,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.0010794257977977395,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0005714757717214525,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.0004198008682578802,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 0.00036661283229477704,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.00034301873529329896,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.00027768188738264143,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.00011243344488320872,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.00010761510930024087,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 8.862913819029927e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 8.120983693515882e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 5.346955731511116e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 3.9282385841943324e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.7488498997408897e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 3.824722170975292e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 56.26766586303711,
"t": 169.73114013671875,
"r": 159.59432983398438,
"b": 82.4541015625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/34"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 104.0,
"height": 88.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.4908852279186249
},
{
"class_name": "logo",
"confidence": 0.21731442213058472
},
{
"class_name": "flow_chart",
"confidence": 0.12076524645090103
},
{
"class_name": "calendar",
"confidence": 0.09611949324607849
},
{
"class_name": "other",
"confidence": 0.0222536101937294
},
{
"class_name": "bar_chart",
"confidence": 0.015985094010829926
},
{
"class_name": "stamp",
"confidence": 0.011329091154038906
},
{
"class_name": "table",
"confidence": 0.009240468963980675
},
{
"class_name": "page_thumbnail",
"confidence": 0.004659370519220829
},
{
"class_name": "pie_chart",
"confidence": 0.004157816991209984
},
{
"class_name": "line_chart",
"confidence": 0.002511162543669343
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0012169957626610994
},
{
"class_name": "full_page_image",
"confidence": 0.0010794257977977395
},
{
"class_name": "engineering_drawing",
"confidence": 0.0005714757717214525
},
{
"class_name": "signature",
"confidence": 0.0004198008682578802
},
{
"class_name": "geographical_map",
"confidence": 0.00036661283229477704
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00034301873529329896
},
{
"class_name": "chemistry_structure",
"confidence": 0.00027768188738264143
},
{
"class_name": "photograph",
"confidence": 0.00011243344488320872
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00010761510930024087
},
{
"class_name": "music",
"confidence": 8.862913819029927e-05
},
{
"class_name": "qr_code",
"confidence": 8.120983693515882e-05
},
{
"class_name": "bar_code",
"confidence": 5.346955731511116e-05
},
{
"class_name": "scatter_plot",
"confidence": 3.9282385841943324e-05
},
{
"class_name": "box_plot",
"confidence": 1.7488498997408897e-05
},
{
"class_name": "topographical_map",
"confidence": 3.824722170975292e-06
}
]
}
]
},
{
"self_ref": "#/pictures/7",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/39"
},
{
"$ref": "#/texts/40"
},
{
"$ref": "#/texts/41"
},
{
"$ref": "#/texts/42"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.4298741817474365,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.3093048632144928,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.16624589264392853,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.035195570439100266,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.012919334694743156,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.012500434182584286,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.010206151753664017,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.006366092246025801,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.0055970242246985435,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0030431216582655907,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0026545312721282244,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.0019240614492446184,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0008542772266082466,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.000802010006736964,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.0006728250300511718,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.0005237163859419525,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.00037498315214179456,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.0002452458720654249,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 0.00015399626863654703,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 0.0001534264738438651,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 0.00012402466381900012,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 9.597155440133065e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 9.567692904965952e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 5.177903949515894e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.531975794932805e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 5.498296559380833e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 192.23326110839844,
"t": 171.39361572265625,
"r": 300.18316650390625,
"b": 81.8983154296875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 108.0,
"height": 89.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.4298741817474365
},
{
"class_name": "icon",
"confidence": 0.3093048632144928
},
{
"class_name": "flow_chart",
"confidence": 0.16624589264392853
},
{
"class_name": "calendar",
"confidence": 0.035195570439100266
},
{
"class_name": "table",
"confidence": 0.012919334694743156
},
{
"class_name": "other",
"confidence": 0.012500434182584286
},
{
"class_name": "bar_chart",
"confidence": 0.010206151753664017
},
{
"class_name": "page_thumbnail",
"confidence": 0.006366092246025801
},
{
"class_name": "pie_chart",
"confidence": 0.0055970242246985435
},
{
"class_name": "line_chart",
"confidence": 0.0030431216582655907
},
{
"class_name": "stamp",
"confidence": 0.0026545312721282244
},
{
"class_name": "full_page_image",
"confidence": 0.0019240614492446184
},
{
"class_name": "geographical_map",
"confidence": 0.0008542772266082466
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.000802010006736964
},
{
"class_name": "chemistry_structure",
"confidence": 0.0006728250300511718
},
{
"class_name": "engineering_drawing",
"confidence": 0.0005237163859419525
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00037498315214179456
},
{
"class_name": "signature",
"confidence": 0.0002452458720654249
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00015399626863654703
},
{
"class_name": "qr_code",
"confidence": 0.0001534264738438651
},
{
"class_name": "music",
"confidence": 0.00012402466381900012
},
{
"class_name": "photograph",
"confidence": 9.597155440133065e-05
},
{
"class_name": "scatter_plot",
"confidence": 9.567692904965952e-05
},
{
"class_name": "bar_code",
"confidence": 5.177903949515894e-05
},
{
"class_name": "box_plot",
"confidence": 1.531975794932805e-05
},
{
"class_name": "topographical_map",
"confidence": 5.498296559380833e-06
}
]
}
]
},
{
"self_ref": "#/pictures/8",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/43"
},
{
"$ref": "#/texts/44"
},
{
"$ref": "#/texts/45"
},
{
"$ref": "#/texts/46"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.47409433126449585,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.18191243708133698,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.16516615450382233,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.1009235680103302,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.023943960666656494,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.01949179545044899,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.011089217849075794,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.008859268389642239,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.004581588786095381,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.003327034879475832,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.002295292681083083,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0010055176680907607,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0008437852957285941,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.0007363445474766195,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.0004002252535428852,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.0003737806109711528,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.00031580630457028747,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.00018318439833819866,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 0.00012932080426253378,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 9.036351548274979e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 7.235199154820293e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 5.373933890950866e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 5.0767179345712066e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 3.5761335311690345e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 2.0384590243338607e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 4.080808139406145e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 337.22235107421875,
"t": 171.08126831054688,
"r": 444.02935791015625,
"b": 82.33441162109375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 107.0,
"height": 89.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.47409433126449585
},
{
"class_name": "calendar",
"confidence": 0.18191243708133698
},
{
"class_name": "flow_chart",
"confidence": 0.16516615450382233
},
{
"class_name": "logo",
"confidence": 0.1009235680103302
},
{
"class_name": "other",
"confidence": 0.023943960666656494
},
{
"class_name": "bar_chart",
"confidence": 0.01949179545044899
},
{
"class_name": "table",
"confidence": 0.011089217849075794
},
{
"class_name": "stamp",
"confidence": 0.008859268389642239
},
{
"class_name": "pie_chart",
"confidence": 0.004581588786095381
},
{
"class_name": "page_thumbnail",
"confidence": 0.003327034879475832
},
{
"class_name": "line_chart",
"confidence": 0.002295292681083083
},
{
"class_name": "full_page_image",
"confidence": 0.0010055176680907607
},
{
"class_name": "engineering_drawing",
"confidence": 0.0008437852957285941
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0007363445474766195
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0004002252535428852
},
{
"class_name": "geographical_map",
"confidence": 0.0003737806109711528
},
{
"class_name": "chemistry_structure",
"confidence": 0.00031580630457028747
},
{
"class_name": "signature",
"confidence": 0.00018318439833819866
},
{
"class_name": "photograph",
"confidence": 0.00012932080426253378
},
{
"class_name": "crossword_puzzle",
"confidence": 9.036351548274979e-05
},
{
"class_name": "music",
"confidence": 7.235199154820293e-05
},
{
"class_name": "qr_code",
"confidence": 5.373933890950866e-05
},
{
"class_name": "scatter_plot",
"confidence": 5.0767179345712066e-05
},
{
"class_name": "bar_code",
"confidence": 3.5761335311690345e-05
},
{
"class_name": "box_plot",
"confidence": 2.0384590243338607e-05
},
{
"class_name": "topographical_map",
"confidence": 4.080808139406145e-06
}
]
}
]
},
{
"self_ref": "#/pictures/9",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/48"
},
{
"$ref": "#/texts/49"
},
{
"$ref": "#/texts/50"
},
{
"$ref": "#/texts/51"
},
{
"$ref": "#/texts/52"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.2894139885902405,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.27159902453422546,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.19621188938617706,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0805850550532341,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.05178849399089813,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.028012869879603386,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.02158789336681366,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.016705207526683807,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.01275423914194107,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.006988579407334328,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.005011615343391895,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0044664316810667515,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.0036212855484336615,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.002797893714159727,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.0026883212849497795,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0018257376505061984,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.0011039042146876454,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 0.0008762512588873506,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.0008615731494501233,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.00032726977951824665,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 0.000281479733530432,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 0.00012804065772797912,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 0.0001245170715264976,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.00012417738616932184,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.47628985461779e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 4.950073343934491e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 477.87371826171875,
"t": 170.1915283203125,
"r": 609.7202758789062,
"b": 53.645751953125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/48"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 132.0,
"height": 116.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAIQAAAB0CAIAAADLtA3pAAAgAElEQVR4AezBB3hU5bow0PfbbXpN7ySUEEJHQFBAFAiIFEFBAWkhhAgq0nsvUgSkWFBAEBQpgoKigggWeocAKZDek8nUPTO7vb8n93qv5/mvnlD0wHlciyAi/O3BQBAR/lqyLBeXl7ndbiAEAY06fWRYONRCZbXt2JmTz3bpTtM01JBl+dCPx1slNi6rqjx54XzKwEEMTcP/pdrhYGjaoNfDrzw87/P7AywWeGAQRIS/VnlV5bgFs60ms16rk2SpWcNGI/oPgFrIzs2dt27V5qUrOY6DGrKijF80d2jf/sEBgdeyMrt36ETTNPxfVm/5IK+4YPmUmRzLAYAsy7PXrGRYZsGrE+GBQRAR/lqllRXTVi5dNW221WyBGpk5t2/m3LI7HA3r1k+Iq/vF0SNF5aXxsXWf7tSZZZisvJxDx48pqIQHhRw6dvT9Jcv9gnDg6OH8kuKYiMhjp08kP/9ieFBwZl7uE20etTnsX3x3uKyqsll8w66PdaRpGmqs2vL+5j07V8+Y1/WxDgBw6tKF1LnTe3V+atH4KeeuXvn54jlB8Ldt1rJj67YAcC3z5pETP8qK8njL1m2atSCEwF+CICL8tUorK6YsXzJxREqg1QoKBgUEfHfy5xlrVgzq2fuZzl13HTrAsexjLR/58th38XH1kh7vOGnZok6t20WFhe74Yp+sKNuWr1m28W2bw/50pyfPXLl08NiR9xcttzudh344Nj315cXvrg8LDG6ekLjv26/aNmvxYq++UGPDjq03b2UrAEten6ziuLlrV1U7nVHh4TNTx+388gujwYCKsnXfnqUTpoqyPG/dqr5dkliWuZ6Z+frIFKPeAH8Jgojw1yqvqkqdMy0kIMig1ymynDLgxbzioh0Hv9i2bFVBSfErC2ePeHaA1WLJys05delCm6bNcwrzF0+YCgDHTp/cvPfTxROmTFi6cPX0OZGhYW7ekzJr6rTRY10e95ETP/Xq3GXpxvXJz71g0Okv37h+OeP6+tkLOY4DgLe2brIYTTaHXa/VWc2WzJxbUaFhGfk5C16ZWFJRcSM7EwDe3/3J6OdfPJd+lWPZ14YlA4AoigzDEELgL0EQEf5apZUVU1csnTdufHBgICqKRq356vjRHy+cXT5pRk5hwbj5s17o2ddqNsmSHGixZOTevlWQv2j8JAD46dyZjbs+Xvz6lEnLFq6eMS88OMTr9Y6aPXVy8hg37zly4qdnOj+1YP2awb2f1Wt0CipGve7xVm1omgaANR9+EGCxPt3pyXHzZ4qStHbWglOXL1zOuDFh+KjJy5e0adK0fp24TXs+HfZs/3PXruo02nFDhgGArCg0IUAI/CUIIsJfq7SifMqKJSunzgoOCIQanx/59sdzZ1ZOm+UXhIUb1qhV6qfaPZ6dn5NQt15oQNCk5Uu6d+gYGRL24b7dPkHYvmLt4nfX+v1CzyeePHv58q5vDn6weIXT7frq+NGpKS8vevut0MCgx1q1vpGd3SIxsXlCItRYtXmjxWQe0X/Age+PeHj+hZ69P/3qwLWsjFeGDH9t0dyUgYN1Gs3Ct9eOGzw8IjRk4Ya1A3v2YmnmcsaN114aYTQY4C9BEBH+Wm7e8+2Px5M6PKHTaqHGzVtZuUVFSR06EUKqHY79332bU5gfEhDYr1v3sKCQ9OzMg0ePSLLcslFj3uvtl9TD5XHv+fqr3KLCBnVidRpNuxatfIKQeTu7W4cnquzVe7/5qrCsNDI4tG/XpOCAQKhx4sI5tUrVMrEJ/Opqxs2yqsou7R//6fzZH86eCjRbNWp12+YtG9SJPXftyrc//SBLcqe2jz7+SBuKEPhLEESEvz0YCCLC3x4MBBHhbw8GgojwtwcDQUT424OBICL8aRRJUEQ3o7FCDUQU3cWMNoiiOXgYSH4nygKrDYQaqCiyr4rRBACh4E9AEBHuN0QkAECI35YJhKgs9QFAEZzuguMAoI99mqJoeBjIgtOVvZ8zN9CEPEJoBgD44tOctQGjtgAiAAEC9xFBRLi/FNnvzOMM0UARZ9Y+TUgr1hjtq7zGFxyTvOWmhkPUAQnw8HDnfuMuOKoKSNRFPsEZoz2Fx4HQuojHZZ9NEb2sIQLuH4KIcF9J3kq++GdDXG/Rle/K/syUMERylziydiuiVxvaxlivD6FV8PAQ+UpHxieiI5fRh1oSRwrOPG/pWUviUEVweUvP6GOSCM3CfUIQEe4DBCBQgy8+LVRfNzUa5so74q+6ZkkY4sjaLTpy1WHtDXV60KwaHjYSX+7I3uevztRHdlIHNrPf/MjY4HlGbbXf2G6KH8TqQuAfEJAAgXtBEBHumciXE8IwGisAODJ3yz67OXG4K+crRXSqzA18FRdVgU20oW0JxcDDSfY7PEU/SZ5iTWhbPv+wNqoLqw+tvrZZF91NG9oKAPyOXE4fTmgO7gFBRLhnvqobkrdcH9lJkfjqq5uAZs2NRvqKf5L9NtbSkNWFASAooiJ5aZWZVlvhIYGIkqcEFYGiNUDRiIrgyJUcGeqgVrTGWn3lPS6gsal+f1QkZ/Z+fZ1uNGeEe0AQEe6Zt/Sst/ySJXGYyJdXX/2ANUVbGg33FP0g2rMplUVyFymSjxCKMUToIjqz+lB4SCCiv+o6X/Kz7HcAIq0y05pA2Vuui+pMqwOqr7xLq63mJikyX26/vsPSZBSjscI9IIgI98xb/JMz52tL42QEsF99XxPcQhPxuK/iEiLKfCXQrMoYw5niaHUAoVl4qCCAInolvky0Z4ueYiAMowkghFEHJNozdgIBS5PR3tLTnrzD1uZjWX0E3AOCiHC3EGUAQgjlzj/qyv1SH91NE9LKnr6F0YXRarMm5FFGGwj/ify2G377LdGZRzFac8Jg27UPJHeRudEIlaUeKjKQX1Bw5wgiwt3yO3IBFZU5znnroKfwmCaklbHes/YbHymyzxjXi9EEKYITFUmRRZQ8FGfmjJEABB42KAuCM1eRRYrRUgxLKJZSWb3lFzwFR9UBjfUxSZXnlysib244WB2Y6Ku6weiCGXUA3DmCiHC3vCWnRXeRsX4/e8Yub+kpTVAzU6NhzoxdKPsolUV03JYFB6AMhFEHNtaEtWN1ofAQQpQF+22++CfBkUsIAYplNAGsMVZw3FIHtVAFNa86txwln7F+P3VQM8eNj/Qx3VhDFNw5gohwt9wFx/nCY9bmr/rKz7lyv9EEJujj+viqrit+u+C4jbJIq82sIVJljudMsUAIPMxQEXxVN0X7LdFTjCJPOJ3amgAUx1nibZfXgyKaE0cqotuV/ZkpYajKXBfuHEFEuFueklOurL36Oj3UIY9UX17PaENVAY0YQySnj5RFD8oSrTISQuA/iyL5ZdFLsRqaUfkqryqy4M45yBljjQ0GOjI+Fp055kbJnCkG7hxBRLhb3vILzps7GWOUOTHZV3ZWchcx+nDW3EBy5iqyDxQkNI1A0SqL2tqA0Cp4mMl+h992E2UfKjKiQiiaVplptVWozhBd+frobgik+toHhOGsiSMYXTjcOYKIcLe8lVftNz+mGZ2l8UhabXZk70ORl7wVircSAAEoQjOMPlIX2VllbUgoBh5misjzpWd9JT/JPjuiDL8gFKuPJjTNmevrY7rypeccGTtZXbg5cRijCYQ7RxAR7hDKkugp4YxR/upb9usfoiyaGw9nVEaf7QZrjPVVXJVc+RSrZwyRnCGaNdahGBX8p5D9TtGRIzjzRL4YENWWhqy5rlB1VRv1lLvgKJ//HWOIsTQeQTEqia9kdWFACNQaQUS4Q4rkdWTs0kd3ptVBtvQtkiNbH9cLFL/KHM+aYgFAFjwUoyYUDffm/LUrH33xWevGzQb3fhZq7D/y7fenTzyX9HSHR9rAv5Us+ghFKFoFAHzJKUAQ7Fneiku6yI7GuD6e4p8Vf7UhricAgVojiAh3SBY8tssbGE5vajTC78xx3tzBmmIpRmds8Lzit0t8meQpU2SBYrUUo2GNsaw2EO7Kpt07X1k8N3XAoNUz5sIvEF5ZNOfDz/a8v3jZC0/3gn/lh7Ons/NzY8IjGzeIDwkIhHuGiIIrX3YXK5JfkXmKM3LaUFoXqoi8K+egIrhQ8VmbjJEFh/3qZs6aYIofSAjUHkFEuEMo+6uubBSdeYaYrro63ZwZu3y2m5rAZhSn85ZfUgS7IgkAMqFYTUgrXXQ3Rm2Gu7Ju2+Y561ZPHf3ytJQ0AFAUZfi0iYd//uHjVes7t20Hv8/t8Wz5bNfbH28rrajQ63Qz014Z88IQuB8EZ57r9peC4xYAAUJoVkerAzQhj3grrkjeMkN0V3XII/br2/y269qoJ0xxveBOEESEO+fI2ssXn2D1EZYmKSC4bDe2AmEkvpzALwhhVLQmSBvWThPcklA03K3569e8tfWDN6fNGdF/AACgovRKS7588/pXG7c2iW8I/xc3zx87dWLTnp0nLp4HQhia9vv9U1LSpqSkwX2iCB5P8Y++iquy346KAIAUrSasjlZbrI2T/fYcx41tgLKxwQBNcAu4EwQRofZQQQBCKL70tDN7PwAxNxxMcQZ3/re6iCe8padkv4Mz1eXMsYw2jFYZ4a58+/MPP549Q9PUD2dPp2dldWrbtnH9hvIvFHn/4W8cLme/bj2MekOdiMhBvfpq1GoAEAShpKL8+9MnDv147NSli7zXyzIMIQQARFGckpI2KTkV7iuJrxD5EsF+S3TmcdaGnCGKLz5pbPAiX3zMU/A9zZnNicM4QxQqCqEoqB2CiFBriuT3Vl7RBDaW+Irq9M0oejShbQijIYQ2xPYAAESFEAruzbqPPty8ZydF05W2KkmWg6xWlmEBQJLlssoKhqaDAwJFSWzdpPnq6XMMej0AbN7z6fIP3rW7HKIoMTQNhNAURQgBAFEUp6SkTUpOhT+HosgURQNi9fUtqoAmfMnPoquIM0ZbEkdJfrvis6kDGgEhUAsEEaHWENGZvU+RfIY6Se68w96y84w+jKI5fUx3laWexFfK3gpFEhTRgbKXNcZy5nqEUHCHquzVdqfTLwijZ0/LLy7ctGRl3egYAMgvKnpp6vio0LDNS1eyDKNWqcOCgimKAoAte3e9vnQBS9Mcxxn1+vDgkLziIt7rJYSIojglJW1ScircJ4rk81ddk31VhDVSrJ5iOFYXSXE6d/53giNHchei7NfV6cGZ6rqy92nC2mpDW0PtEESEO+EpOeXK3qsObKqL7OzJP+K3Z7OGSEPdfkJ1hrfkhCw4UJEoVq8Ne1QT/jjNauFuudzuriMH253O7z/aFRYUBADnrl7unZbctlmLfRveh39241bWtn17rWZz/Tqxjeo1MBuM/calZOXlMDQjiuKUlLRJyalw36DEV3ryD/sqryNKhKIYXYQu6klCsc7MPYrk1kY8prI0dGTtVUS3JTGZM0ZB7RBEhDvht9+yX/8IJV5ft486sLHjxnbCqGnW4K24hIpI0WqVtaE24jHOEAOEwD3ILSp8ZvQwlUr19aYdQRYLAHxx9HDKzCndO3besnQlRVHw+3ivt+vIwdl5OQzNiKI4JSVtUnIq3FcoC76q63zJCdFZgIpIq4yqoGaiPYs1xOhjezuz9/rKz3GmOpZGIyjOALVDEBHuhOyzV6dvET1FnLGOpclod+4hxhDD6sIkT7HkKWWNdVSWeEJRcM9u3s7uOXp4XHTMgXe2qFUcAGzavXPSisWjnx+0bPJ0+ENunk9KHpKdl8PQjCiKU1LSJiWnwp9Akby+isuy4GL1EYwulC8+werDGV2Y7cp7ishrg5sb4wcSQkPtEESEO4Gy6MjY4a1IpxiVsf5zkqdIF9GB4ozwG6iIQGhCKLhzPr//7NXLLrc7Ky9n5eaN9WLqjB+WzNEsRVO7vz742bdf93mq24AezxCA5o0SQ4OC4f/i5vmk5CHZeTkMzYiiOCUlbVJyKtxfKCMCoWj4DX91luQqkhW/J/8oABpikvQxT0GtEUSEO+SruOzM/lyReE1IW1pt1EV2ktylgrsAJR5FXhbdjDZEG96OYjRw50oryodPn3gtM4MiRFIUmhCGYQgQICCIoqIoDMPQhKJpet2cBT06dob/i5vnk5KHZOflMDQjiuKUlLRJyalwX0l8BV9yUpH8FKelGB1h9SpzPUIxnsJjstfmq7zCGiKNDQZy+jCoNYKIUDuIKPJlrCaQUIyv4rIz5ytGbeFMdYHWeEt+lnw2QAUQ1UFNDLHPMJoAuCs+v//ctSu813voh2Nb9+3u17X78z2eURBpilq/Y+vxM6cnjUxp16KlJMvNGzYKDQqG/4ub55OSh2Tn5TA0I4rilJS0ScmpcH8h+h23Xdmfi+5CoBhCKNYQrQ1vLzlvCc4CoGhDvf6cPlwW3CgLjMYKtUAQEWrNlXcEJbcuqivN6XzV2Z6CI7LPrghOVETyC0atDXtMH9WZ0BzcsxUfvLtgw1vLJk57ecgwqDFs6oQDRw/vf/uDjq3bwh9y83xS8pDsvByGZkRRnJKSNik5Ff4EkrfKlXNIqL6uyBIBBFpNc3rOEKWLSWI0AYK72JP3rSasndoaD7VAEBFqjS8758zcw1kbmur3ozmju+C46CqQfVWE0ajMcawxljPFocQTRk0IDfdm8vJFm3Z/un7OwkG9+gIA7/MOnvDKhfRru9e926Zpc/hDbp5PSh6SnZfD0IwoilNS0iYlp8L9hrIfEQGIYM8UnXmC4xbQGkKzuvAOKks9vyPHmfUZii5L0zRWFwK1QBARak1w5ldf26SIHl1EB0PcM+6Co7Q6QGVtSNEqQtGip9RXcYlWmTShbQmh4B5IkjRixqSD3x/Zvvytnp2fAoCyysrnXk0tqajYv+H9xg3i4Q+5eT4peUh2Xg5DM6IoTklJm5ScCvebIvF80Y+E0akDm9IqoyL7ERVPwTHOWIczxlRf3yrYszljtLlxCs1qoRYIIkKtoeyvvr5NqM6kWL2xwUDRmcMa66gDEkRXAV9y2m+7werDjfEDaVYP90aSpIPHvisoLenduUtMRCQAON2uz498K0lSn65JVpMZ/pCb55OSh2Tn5TA0I4rilJS0Scmp8CcQXQX2m58QQqkDm2rC2tAqsyf/O4ozKiLvyv0aQNZFPamv051ArRBEhDvhKT7hun0AUVZbG9MaqyqgseyzuXMOSX4bqws1J45gNYHw7+bm+aTkIdl5OQzNiKI4JSVtUnIq/Dl8ldccGZ+gLDCGaGO9ZyW+TPZW+SuviHw5zRnMjYZxxmioHYKIUAuKLAChKIqRfTb79Y8EVwGrDWSNcUBAsN2QRS/F6gz1+msCG8EDwM3zSclDsvNyGJoRRXFKStqk5FT407hzv3UXHSco05pg1hANgL7KK4rk14a0MDYYSAilSH5CMYSi4Q8RRIRaED3lfOExztKAs9RHycsXnfDbrtMqoyqgMWF0FMPR6gBGGya682mVhVYZ4d/KzfNJyUOy83IYmhFFcUpK2qTkVLj/UOIrAIBWB4iuPEVwKbIoeSv8VemEYjQhrdTBrVDy+W3XZJ9dH9ONYtTwhwgiQi2gIjszPvFVXmOM0brIzuqABMGR4ys/Z4jrTWgVAIieMr7oB5S8xvr9KVYH/1Zunk9KHpKdl8PQjCiKU1LSJiWnwp9AdOW7bn3JWeM1YW1pVgcAgjOfLztniH6C4qyegmPe8vOyt9wQ11MX0RH+FYKIUDu+quuOm58oso9m9Yb6/dQBjZ3Zn+kjO1Osxp1/1Ft+QRFcpviBmpBW8O/m5vmk5CHZeTkMzYiiOCUlbVJyKvwZEB1Ze72lpxldiCa8oy70EZ/thsSX6SKfcOV+yxceR0Vi9WHmxGGMOgD+FYKIUDsoC87sfd6yC0AIzRl0cb395ed1UZ1F+21X7iFEhTXGWJuOoWgW/t3cPJ+UPCQ7L4ehGVEUp6SkTUpOhT+H6C6uvvqeLHhoTmdOGCp5KyRPKeFMnvwjgDIhxBDbSxvRDoDAv0IQEWpN8tns17dJ7mIAZM31QJE5c11f+QXJZ1NZ4g2xPSmGQwRGEwD/VqIkdR46MCv3NkMzgijOHDNu/PBRcN8hSp4SojKL9luuvG8kT4nK2pDRBMh+l+guUgQHIKqDW5rqP0doBmqBICLUCgIQAPBXZ7pzv5G9lQhAqy2oSBSjUpkbaiM7SHyZp+CoPiaJ1YfDX66wtCQ7L6+0srywrKS0ovyL7w67PB6KomRZbp6Q2LFN28iQ0IiQ0AZ14qLCwuE+8ZZf8lVcMdbvj7LPnX9E8pSiLNCaIMmZgxTFGWMNcc8waivUDkFEqAWUBV/VTVYXxOjCUFFkX6XgzPVVXqM5g6FuX4pmfZVXnFn7GEOkpdFwQtHwF0Oc8MbC7Z/vIzSRJVlRFJZhKIqCGpIsKYrCMIyCOKD7M+tmL6AoCu4HiS+3Xf2A5vTGBgMZbYjstzszdmoiOxFCsbpQWmVCVERnjqIoanNdIBT8IYKIUCvoKfqZL/6ZM9ZVBzdTWeoDgN+R5y36ydTwBVnibRfXKX6boW4fXUQHVGQgFCEE/iqIOHP1sr3ffM1xHIF/IPC/EP4BAUVB7PnEUyumzqQoCu4NogI1HDc/5kvPaYKbWxKHS94q1+0DpgYDKFaryH5f5TVfxWXFV22s348zxcK/QhARagdlv/3Gx76KK4TTqiwJhtjuFKtzZu0z1H/WX3HFkblHZalnbjQUJUFw5GhCmsNfy+f3ibJC4I8gAEPTGpUK7pkief3VmerAxpK7tDp9C8r+gBavyIJLsKUb4nr7qzPdud+I7iJUJH1sd0N0F6gFgohQa5Kn1J65S3QVAhBWF6KP7SnaM1WBzd3530quIkvjEawhypG9j+GMuuin4D8aKooj8xPOXE8b2pYvOenK/lwX043iTKj4AShP/reK4AZCNEEtDPX7UrQaaoEgItwJia9wZu/z27MRZUYTqLHGE9YoOHO0Ye3UgY35ktPOWwdM9Z/VhLSC/3T2zN2C7aa58QhOH+nOPyp6ilmVSZZFb9kZVGRCaE1YO2Od7oRRQe0QRIQ7JHtt7sLjCl8qi26KNdCaYF3Mk4zKLLqLqtM/RIk3J45QmesBKkAo+E+EikIoypV72J33jcrawJwwhGK0gqvAk3dYFnlQ/DRnZIxxusgOFM1BrRFEhLuCqIAiy0K1O+cbfVxPRm21Z3zqLT3D6EIsTdNE+y1GG8zqw+E/kbfiIqOyyrJgv74VFMlYv582tI2vMt1vz9JHPUmxWkLRAATuEEFEqDVUZEXiAWhCCFA0RXMA4C48jpJXH921On2Lv+q6JqydNvxRZ8ZOQ73+KnMc/Cdy5x0Wnbn6us/ar2+R+HJ9dFd99FOOmx9rIx7jTHEAoEg+RAUQAJDmtAAEaoEgItSaLHpctw5IrhxCsUCrGX0ka4yhVVa+8IgmvCOf943gzDclDFEEpyvnS0vjFM5UR5F8NKuF/wiIiiJ6aM7gzj/CF/5gajTUX3XDU/CdNqKjyhTrr87UhD8uOnNFV77sLQVFRAU0oa11ER2BoqEWCCLCnRA9pY7M3aIzl1A0/IJQrDGOgAIUSzM61lxXFdDIefNTwZFlThxJq61++y1dWBv4j6DIfr7kjC68vafge3fu1/q4npqQVt7iU6K3AkUXodWyt0LiK4AAIgKAJrS1Ma4XxWigdggiwh0SPSWevCOCK08R3EAQFSSAhObMjYaqLPGSt9J2aT3KojlxhOKv9ldnmuJfIBQNDz/JW+XM3m2I6++vvOTO/ZY1x1mbjCYU7c477Mr7mhAGEQlFARBabVVZ4/XRXSlGA7VGEBHuHMqiyJeJ9iy/7YYsuDlTLIo8UJQ54SW+9Iwz6zOK01uapPJFx0VnvqXxKIrTi54yVhdCCAUPG0XyS94KzhDps2U6bu4w1usHBB03P6UZtbX5WKBV9mubWGOM4neKnhJWH8ZZEzhTHK0OIITAnSCICPdAkQWQRYrTSV6b/cZH+pgkyVPiyvlKZY03xb9ov/GR5C6yJA5nTbHu3K+1Ye1otQUeNr6qDIkv1Ud18hQed90+qIvspA5rX331HSJ5TYkpgu266LOZ4wcSilFEF8XogFBwVwgiwt1ARAIooSwoIo+KwOhC/bZMX+kpYLS+srO6Ot3VAY2rr3+oeKsM9Z7Vhrauvr5VZU3UhT8KDxVEdGTupli9Me5pR8YnfOk5tTXR2PAFx83tkjNPE95B5ov1dftSjEbyVlGcnqI1hGIJRcGdI4gId070lPrKz0vuYllwKqIHUeEMMargFpK70Ft2jtGFGev2VXw2+80dqIj6uD7a0Eeqr31AEdacOJTQKnh4CJ5S+7XN6oBEY70+9ps7fGUXaW2YpckIyV3iyvkSUNFGdiQA3rLzkreC0BzFGmjOxJljNcEtKc4Ad4IgItw5ReT9Vemeoh9ETxkAoSgKFZnQHKO2KqJHG9FRF9XJX33Tfn0HoGJMGMQZ61anb1L4MlPCUJWlHjw8XAXH3Le/1EW0N9Z71pVzyJ1/hNFHWhuPpDiT4+Z20ZkLlEr2VgIBQihFkQmhOHNdXWQnzhRLKBbuBEFEuFuy3+EtPcWXXkDZB4CIMqsL00V28lVe1YU/Bqy++ur7KPusiaNojcV2dZPoyteGtzfW60sIBQ8DWfBUX/tAdBdqQtuYGzzPl5xyZu1VWRPMjYZ5S8+IfDmrC3PnH1YknhAaCGFUFk34Y+qgZhTNwZ0jiAj3RnAXo+gBAoAKowmh1Wa/M9dfcUUT0saRtRcll7VpGoBiu7pZ4ssYbbC1aRrN6eBhINhvVadvUWRBHdTckjDIV3XTfv1DXXh7VWBTf+VlbdRTNKcXPSWK4AKgAJDWBDBqK9wtgohwPyiiR5FFQAVQBADJ55DcxYL9JmdpoIvqrPjt1dc+FD0ljCbY2jyNZnXwMPBXZ9mvb1VkQRPcwhT/giJ6XLcPACicMZYxRFM0C0CAYgEIxWooWgX3hiAi3AOURVBVaQcAABygSURBVF9VumDPFN3FqEiACKAAIK0OoDmj5K3QhD6qCWlJCLHf+NhXcYnRhVuaptGsGh4GgjPPdmUjoGyI7aGL7KSIXnfh96Ijn9UGiHyZ4ncBoYGiAIBiNKwxWh3QiDPFARC4KwQR4R6gIvurM7xlZwT7LUXyAgIQAARAhTFE6KKekj1FgIo2spO/8obz1l7OGGtOTKYYDv4VyVMm2LNl2UfgfiM0Z4hijXUIRcMfEj1ltktvA0UsTVIBZW/xT4w+ChWJLzom+x0AFPwXAjRnVgc0Uoe04YyRcLcIIsI9Q1n0O24L9mxQBFQUAASK0Ya0YQ3hiLKn4LjgyueMcb6KS7qYLpqARvCvCI5cZ9ZeyVOGBAEI3FcEgGK0+phu2oj28IdQkT2Fx/32bM7aUKq+qQlrpw5sAgC+quu+ynRCKCCEAKFUBpUlgdWHAyFwDwgiwn2CAAT+GwKg6BNcuRRhgNH4Ki76yi8yuhBDXG9WFwp/CBEdGTt9ZecJzcFvEAAgAAgI/43APyD8NwIABAAB4X9RhACggvBbqEi0OtDSLJVRmeD3IaK/6ro795CCii6iA2uMRsFJ0WrGWIcQAjUQgMD9QRAR7jdFlvxV171lp0RXIQChGDVQLMp+zhClSB7OVE8d0ppRm+F3oCzYrmyU3IVAKPgVQxFBVkRJUbE0RRFFQZoQSUFBktUsTf4BJRn8kqxmaZoisoIAQFMkv5KnKBJu0SAi/A9EQqsszcawulD4HYKrwFt6RvZVARLJW0YxGkXiURYIxXLm+trw9qwxhsD9RBAR7h9UJJ8tw1t6UrDnAIqE0IgAIBNGZ6jTQxP6iMSXecvOKz4bZ66vDmpCsXr4/yiyYLuyUXYXAqGgBiHkeqHj+/SKgkqPScemPBkXYtYU2/jDV8ucXpGhyMD20Xa38M2VstxKj4qhhneKjQ3WKfgLmLL9cqhFPbVPgigp8D8QCa2yNBvD6kLh/yPy5b7ySxJfzBlj1UEtCM258w7zJScAFSAUAIKiEE6nsiTowtuzhki4Twgiwv2DisSXX/CVnpF9NiAEFBlRoVmtrs7TmqCm8F8QRL7UX3UdBQdriGLNDWhOD4SCXymyYLuyUXYXAqGgBiL+nFGlYSmTjp29K71zYtC4bvVn7b7aINTQs0XY3D3pCeGGVrFWv6yEmFRL99+IC9HP7NuIocmFnOoZn1xdOaRZQqRRVhD+ByKhVZZmY1hdKPwKUZa9lf6q67K/mtaFqywJjNoENRRZ4AuPe4p/JohAKCAECM3qw7XhHVSWenCfEESE+02R/IrEAyAoCgASmqNVJvhnCCD7nZIjW+TLWFMDlTmOEAI1FFmwXdkouwuBUPArQoClKQAYs+l80yhT/7aRye+dXfpi09Z1re98m30is3LN0JZ6DU0ImfbxFTVLzXy2EQGYs/uaTsXM7NfIL8qI8L8QCa2yNBvD6kKhhiL5/bZ0mS9njbGcMYYwavhniCj7qgAQgALyC5ridIQwcP8QRIR/K0UWQBEpRguEQA1FFmxXNsruQiAU/IaGo79PL9/43a2VQ5p5/PLLm86vGtqiRR3z1uM5h6+WrRnW0qxlL+VWLzuQMaNPw6Yx5uuFzlm7ri4c0FiUlEir1qBhFUT4L4iEVlmajWF1oVADFUmRvBSrI4SCfxOCiPCAUWTBdmWj7C4EQsGvWJpcK3Du+DnvxfbR4Wa1wyu9tvXi9D4NuzYNXXngZpnDv3Bgk8wS17Yfc3s2D4sN0qlY6u3DtwL13IgnYlPfPzerX6N6oQafKMN/QSS0ytJsDKsLhQcGQUR4wCiyYLuyUXYXAqGgBkWRb6+Ubvk+p0G4IVDP3SrzvPZ0/UMXSwptvl4twz6/UPTS43W8grT2m+wwszouWH8pt/rZRyK2HM99qnEITZGdJ/Nbx1n7t41sFWuRFIRfIBJaZWk2htWFwgODICI8YBRZsF3ZKLsLgVDwq4s51WUOP8MQnyibtVzbulaKwMlsm83tb17HXDdYfznPkVfp4VjaL8pqlm4aZbpR7PSLiscvbT6W27d1eNcmodGBWkVB+AUioVWWZmNYXSg8MAgiwgMGZcl27X3RkUsoGn5FU4QiBAEIAAJKMhICNPkFyAiKghRFaEIQgAAggKIgRRFCwOWVXt96cUa/hHrBBr8kQw1EpGiVpfnLrDYYHhgEEeHB487/zp37DRCKAIF7oyDa3IJZy7I0hfDfFFlSWRtaEocQWgUPDIKI8OCRRd6dd9hXfpmgDPcGAShCEBF+hUBYQ5QhrgerD4cHCUFEeCAhgiy6QREACNxfhGI4PRAaHjAEEeFvDwaCiPC3BwNBRPjbg4EgIvztwUAQEf6ZLMt2p1NWZIZmlBpajUav00Gt8V4vw9Acy8FdQcQrGTciQ8ICLBa4K4h48uL5wrKSLu06WM1mSZa8Pp9Bp4cagiAoqKhVaqjh4T0qTsUwDPyOwrISm93eND4BfiM9K/NKxvW2zVrGRUXDfUIQEf5Zha3q3U+2l9mq8osLLUaTQad/8tF2/bo9DbW2YtO7TRokdO/QCe6Kgjht+eK+XXu0b9kK7srJS+ff/nhbl3YdurbvEB4SYnPY561bPX7YyLioGABY8cG7dpdzwWuTaIoqq6xYuXnjxJGjQwOD4Hd89s2h01cvLZs0HX5VVF42ZfniTo+0fbR5y6YNE+A+IYgI/0xWFJfbraAy/c1lPTp26tj6UY1aLcvKhfQrvNfftGFCeHCwX/DnFxfRNJOVc9toMLRo1FitUsGvpr259JHEZs91fxp+Ve2wX7yeDgAtEhtbjCa701lhqxQEMaeosF50nYZ16wKAgngt42ZhaWlUWNjWfbv7de3RvtUjDrfrQvpVWZJbNW5qMZkcLmdltc3N82qVOj42Dmog4rXMjPySoqiw8KbxCQ6X680tG6uqbaMHDGkSH09RFCJOWbGkUd36I/oPsDnsqXOm8zz/zoIl0WERh44fPXr65IopM0sryq9k3OBYrmViY6Pe4PHyBcUliiJTFLlx69bJyxeXT56uKEp6dqbVaPr+9Mkvvvv29RGjWzRKRMQzVy97vd6mDRPCg0MkSbpdmE9TdGW1rU3T5m6ev3Dtqk/wNYlPCA8OURCvZtwoKi2Ni45uGFcP/hlBRPgdE5Yu6PNU105t2lXZqxesX0MIMekNtwryJyenhgUHp86ZbtDq4+PibufnhwYFzR03nuM4qDFj1bJWiU37J/WAGqWVFYveWRtotiCize5YOH5ienbW1BVL2jZradTrz129PGX0yx1atd746cffnzrZuEF8UVlxRu7t5ZNmxEZFz1+/2qQ3UhSpsNkWvDrhdlHB9JVvxIRFDOrV96n2jwOAoigffrbr+zOnGsbWzcy93eGRtl3bPT5vw2q7w9mj0xND+z6nVqkA4NCPxw58d3j9nIXHzpw8cuInAGiV2KR/0tMzVi17tHnL+Ni6CzasrhtVx8N7XLxn+ZSZFVVVw6a+3qh+g/5de4iSdPLSxUXjJ767c3t+UWHKgEEfH9x/7PSp3l26dW33+Pu7PwEAi9GUkXt7cnJq/ZjYkTMnU4Tq/Gi7np2efGPj2xzLatQaN++emfbql8e+O33xYr06sdcyMwb06Pn0E0/CbxBEhN/x+pL5vZ/s2vnR9p8c3H/y0sVV0+YwDL15z6fZ+bkvDxo6Zu70qaNe7tC6jdPtGj1r2qtDR7Zv2QpqzFi1rFVi0/5JPaDGB7s/Sc/KnDAyhSBZ9v7bj7VqHRESsmrz+x8uW2UyGN/5eHtpZflrQ0eMmTdzztjXGtePLywpHrtg9pyxr2Xm5Px88dzk5FSapld88G6bps3jY+Pmrl21ZenK4MAgqHG7IG/W6hXzX51Yv05sVm7O7DUr185e8MPZUwUlxa+PSIFflVdVvrpo3qLXJ+//9uu46BitRn3y4vnUgYPnrF01/9UJb+/YWicyKmXAIEVRpqxY0jS+YfsWrVLnTH9v4bJ60TH7D3/9/ZlTkaGhN25lL580PdAacOnGta2f7Vk9c96urw78cPb0mlnzGJrZum/PlcwbM1LHpcyeNvr5F7t3fGLTnp1ZublLJkyhKCq3qFCSpOlvvjHupRENY+NOXb64+9DBjYuWadUa+BVBRPgdry+Z3/vJrp0fbb9++4eCIE4YmQIAJy6c2/7FvsnJqbPeWrFy6uywoGAAeH3J/M6Ptuv9ZDeoMWPVskcaN+vXrTvUWPrehqsZN9u1aCUriiD4H23eUpHl/UcPr5kxFwAOHvvu1MULowa8OHPVsvcWvKHX6WRFfm3R3KF9njt79fLxs6c7PNJaVhSvz9ehVWuKoj499OXq6bMpioIa59Ovrtu2ZeOiZRzL+vz+l+fNnJY69mL61fyS4smjxsCvEHH2mpVWszkrL2d66jiNSjVn7com9ROKKkrnvjx+3ILZQ5/t/3irNgDw7ifbnS7Xs92Slry7YePCN1iWPfDdkVlvrYiPjVOr1MsmTw8LCj579dJH+z9bO3vB+o8+FERxwsgUADh96cL7e3YufHXirLdWzBs3ISosfOl7GyxG45gXX4IamTm3UufM6NHxCY5TKYqs02iG9O6n02rhVwQR4XeMWzD72S5JT7V//NiZU+/t3D5zzCtWk3nNtk3RYeHPde85dPL4Xk92efGZPulZmau2vL9q+py60TFQY8qKJfWi6zzbpbskSyqOO3npwr4jX08b9bLZZMq4nd22eYtjp07uP3p4/ewFAPD5d9+euHB+/qsTxsyZ3qX940937Hzy8oXF765bN2uhm/d8+NnuaaNfDjBbbhXkNk9ofPbqpZ1fHlwzcy5D01DDZq+evHxxt8c6dX2sw5GTPx089t3bcxfvP/x1QUnJ9DFj4Te+PPbdrNUrnmjbbuW0WTSh56x989AP388YM+7Zrt03bN96Kz93wsjRbo9n/oY1owcODg0IXPLe+g+WrFCx3N6vv/rs8KG1sxds3vtpYWnJ0glT07Oztuz99O15S344d3r9R1vnjH01wGJds+WDsOCQYf2ee3Xx3IWvTKwTGXXox+M7D+6fNvplnVpz6sqlVolN3nhvfbfHn0jq0LGguIjluAZ14uA3CCLC71i/fUv7Fo+0TGyiKMqeb746fuYkRVHRYeGpL7zk8fKvL50fFxHlFfw+n7/3k117dOoMv9r46cenL1+0msySJEWGho3oP+CrH74/dekCQ9MhgUHjhyXfvJX184Vz414aAQAnL56/lpWRMmDQpRvpH362GwB0Wq2K5Z7v0TOhbv2dB7/44fxpjmFDg4LGDh6eV1R07MyJtEFDaYqCX13NvLll7y5ZlimKGtq3f4tGjQ///GOlzfZirz7wG6WV5QvWv9W3a1K3xzoCwI/nznz0+d7ZY1+LCg138553P/4or6RYkZU2zZoPe/a5nIKCXYcOTBg5mmWY42dOZeblpDz/opvnV23Z2PGRthEhIV//cHzskGEURe0+9OWx0ycpikSGhb384lBCUet3fDj82edDA4MkSfr00IGTF88DQP2Y2JSBg3ILCzft2anIMiIO7tOvdZNm8BsEEeF3+Px+5hc0DTWcbrckSVazGQAKSopnrF7+xsSpGpVGpeJ0Gi38hl/w+/wCAgICTVN6rY4Q4nS7REmymkyEUJIsSZKsVqkAQJIlWZZVnAoA/ILg8riNeiMhSAjF0DQAuNxuQRQtZhNFKFmWRVlScyr4Z4IoONxuo06v4jgAECVRUVDFcfDPvD4fx3E0RQGAgopfENScihACNWwOO03RJoMBABRF8YuChlMBIaIkyYqs5lQAIIj/oFapRElSq1RQw+V2C5IYYLYAACL6BL+KU1GEQA2n2yXJstVkhhqiKNpdTp1Gq9Vo4J8RRIQ7Z7NX7/r64Is9+5gMRvjbfUIQEe4KIhJC4G/3D0FERVFIDaihKApFEQACdwgRr9/KDg4ICLJY4Q4piizLCARYhoF7gwCKLCsKAgGWYeDfx+f3Z+Xm1I2po1WroRaIz+/fvGdnt8c71Y2OAQCPl/9g1ycv9OwdEhgEd0gUpdlrV3Z/vNMTbdvBnSi3VW7Yvs3udNI0pdfpenXu0rpJM6idaqdDxXJajQZ+VWGzvf3xVpvdQVGUTqvp3blrm2bN4S9UabOZjUaGYQrLSt/c9N744aNiwiOgFojHy4+ZPe2VoSNbN2kGAA6Xc9SsKW9MnF43OgYR84oKJUWOCY9kGUaUJJfbbTaZKEL8gt/De61mMyLmFRf6fL7QoBCTwZBTWBBgtui1WpfHTdNMSVmpyWgMCQyCGm7eU1RaajIaDVodoqLX6aFGVl7uhKULJo1MMeoN6VlZnx3+av4rE5rEJ4iSlFdUwDBsTHgEIYT3eSVJFgSh0m6LCAk16PR2p/PNLRujwyL6PNU1yBpACAGAnIL8ScsXvzxoqNVkysi5/cnB/UsmTIuNjJJl2evzqlRqk8FQ7bCXVVaGBAZaTGYAEEQxr6gQASKCQ3RaLQAUlZa6vZ6Y8Ei1SiXLssvtpmna5fGwLGPU61WcCgC8fp/P79drtQUlxZIkR4dHqFWqSlvV/HWrkzp2bt+ipUGnzyspigoLV7GcKEn5RYUURcVERFIUJUqim+dpiiouLwswW4KsAQBAPF5+3PxZKQNebJnYBIA4XM7XFs9bOnFaaFDQum1bbhXkMTRjNZnGj0jheX7znk8njEzRa3UX068d+vHYhJGjt362Kz0rk2PZsKDgMS++9PbHHz3V/rGo0LD561arOJWsyFUO+/C+zz/V/rHr2Vnrt3/IMgzLsh7e8+Sj7Z/v0QtqZOflzl6z4oPFK3RaLQBMXbEkPq7eC0/3enPLRrvTKclyw9i4tEFDj50+sXXf3qCAAJfbDYBzxo6/XVAwb90qs9HYP+np57r3ZGgaAHIK8udtWPPWjPlmowEApq18o2FcXGhQ8K5DBw06/bC+/RFx6769WrXa4/cO7dO/Ud36az/aXFFlUwAT69VPGTDo4wP7T1w8r9VoaIp6ffgoFcvNfetNvyy1aNgIKKLh1C/17QcAW/Z+qtPqqp2OjNu3ZVnSaTSTRo05ffnigvVrGtVr8FzS022bNV+7bcvLg4cxDL1q8/t2l1NRlKjQ8AkjUypstmkrl4QHh/r8frvLMXbwsLbNWhDe602dPRWBRASHIKDH683Ky92ydOWpSxe+Ov790onTVBy7/P13QgODe3R8YvkH766YMtNoMPx0/synXx+cmpw2bsHstBdfatusOQDRaTUTliwc8PQz9WLqDJ3y+sQRKZ3aPPr5kW+OnTm1ctrsGW8uaxIfP6R3v2qnY9KyRW2bNn9tWDLUyM7Lnbl6+ZoZc80mU3FZ6ew1K0cPHFxQUnwl48bE5FSfzzd//ZrUFwaXVla8t3PHhrmLQgMD561bXS8mduRzAxe+/VaD6DrPP92LY1mokVOQP3fdqkXjJwdarCUV5dPffGPs4GG5RQV7vzm0ZuY8q8k86Y2FvZ7s0uGRtsfOnPz+9MlBPXsv3/ze7LRXY6NiaIoUlpbOW7dq3isTQgICN366g2GZUc8P6j9udPLzA59L6pmenbl26+a3Zs0XRGHqiqWz0l7lOFZBlERpzto3B/Xq2/WxDq8vnjewZ+9Hm7e02aunrXxj8YQpe77+sryqcvKoNFEU57y1snO79m2atBgwPu3NabNaJTbd8cW+K5k31syYRzxefuy8md07dm7SoCEAOF2ulZs3rpoxZ8fn+8KCgof3fx4Avjvx84HvD6e+MHj99g+XTZ6h1+pOXjr/ycEvVkyZufebr346f4bjVK0aNenXrfvst1b269YjLjJ69pqVa2bOMegN1zIy1ny0ae7Y8dPfXLbgtQlxUTEAsPrDD1iaGffScKhxuyA/dc60ujF1VCyXcftWt8c7jhsyfPZbKytttmYJjVDBWwX5PZ/o7PP7T126sHTiNAD46PN9ZVUVk0aOXvT22oZx9Z7r/jT8Kq+oMG3ezMiQUI1a7XS7myckjh08dNvne4vKyma//Gp2Xu4rC2d3bN1Wo9L4RaHCVvXqSyO/OPrtjexslYrr9lhHn9//7qc7ej3xlCCKdpfTqNcN6d1v+pvL5r86ISosXJbl6W++0fnRx7xe/sbtW1NT0nYc2J+dn2s2GI+eOjGi33PPdX/m9UVzX+r7XMvGTcqrKmeuXjH75Vff3Lyxb5ekzo+2B4Bt+/fkFxcP6dNvzltvvr9omYrjLt9IX7tty4Z5i4nHy4+dN/O1YSObJzQGAI+XHzVz6oopM344e+bnC2dXTJnJseyyTe+yNDO4V9/Jy5fMHftag9i4dz7edj792oZ5i1xuN01RhWWls9asnJX2yu6vv+zzVLe4yOi5a99cNWOOQae/lnFz9bZNq6fPWbbxHRXLDu83oMpePXvtm907dBo3ZDjUyM7Pm7J88dxx4/Va3frtWxrVi08Z8OLbH2/Lys2ZPvplhmGKSkvj69Y78P2RS9evLRw/GQB2fLGvpLJi0sjR89eviY2MGtq3PyISQgAgpzB/xqrlk5JHB5itWrU6OCAQADbt3llWVTljzLhqh/3VRXP7Jz3d5dHHKuzVgBgaFOz2uBmauXgzff32rSnPv7hp767548bHhEfkl5YEWwNkRZ61ZsW8cRMiQkMB4LtTP+/66qCi4LjBQw163cQ3Fq2ePifQYnll4dynO3V+vsczY+fNfKFnnw6t25RVVsxYtXzR+Ek7DuwTRHFy8hhRkmasWtaqcdPHW7Wet3bVxkXLVBx36Ub6uo8+3DB3EeG93olLF4waOKhlo8YA4HA5xy+ev+C1iUa94Y2NG6oddoZmKIqaPCotIiTkrW1bzl65GB4SWlJRHhYUNCl5zIYdW11uFyHULyaNTF23fUuvzl3qREQueXf9kolTDTp9embGhk+2vTltttPlfv/THTZ7tcViuZWf17ZZi7QXX4IatwvyF6xfvW7OQoNOn52fs+SdDZNHpYYEBC19bwPv41mWNRtMs19+9avjRy/euD5n7GsA8OlXX5RVVr06dMRnhw/t+Hz/I02aJj//QrA1AADyCgsXv7d+2aTpFpMJfrVt/56yqqrJyakAcPTkz9s+/yzQbPF4+T5dkhrUiV27bQtLM17BFxoU9PqwUVv37zlz5XKQ1cp7va+PGGUxGOetWz0jdVxYSAgAeLz82PmzdBrt2lnzeZ93/vo1NBCjQX/q8qVRz7/Qp0vSO598dPz0ycdatX62S9Ib778zc8w4BFjy7noAlCTZZDDOTHulorpq2cZ31s1eoOK4Kxk339u5Y9X0WURWlEpblclgVHEcACiKUm6rCjCZWZYVJelWfq4kyXHR0Vq1BgBkWb5dkC9KUkhgEABaTCab3VFSUUaAxEZF6zSaimqbQatjaNrmsAdarRShBEGodjmCrAG38vN53hPw/9qDl5wGgTAAwD/DMEDazkChtRhKYi/SuNO4du/CC3gHb+DCO7g1ce/OeAZjH9QYCc+WlsIwYNLExBO48vsMs+L89v7u8uzifHoKB7zmUZIMLRshBABBFKlEYT26L8vZyq+F8EYOozTfbkteWYYJAJs8F40wKBNCzPxl07aTsYcxBgBe13Ga2GZflmX4sc43QjQmY3AQROFnEPS6Xdc5xgh9hWEQhyohE9cjhADA/GOVrrMjyx4Nhk3TRGnSZwbGGA7CJJaRbDIGALuieF8udE2llOpE63Y6nPO35UInqus4cZaazFAw3u2Lue8jhCZjjxBScZ5k6dCyJUkqqyrdrAd9S2rbFv7E8+vLw9OjoijbojhxxzdX17qmwb9fvgG6L/SC5TIFFwAAAABJRU5ErkJggg=="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.2894139885902405
},
{
"class_name": "icon",
"confidence": 0.27159902453422546
},
{
"class_name": "other",
"confidence": 0.19621188938617706
},
{
"class_name": "calendar",
"confidence": 0.0805850550532341
},
{
"class_name": "stamp",
"confidence": 0.05178849399089813
},
{
"class_name": "flow_chart",
"confidence": 0.028012869879603386
},
{
"class_name": "bar_chart",
"confidence": 0.02158789336681366
},
{
"class_name": "table",
"confidence": 0.016705207526683807
},
{
"class_name": "page_thumbnail",
"confidence": 0.01275423914194107
},
{
"class_name": "engineering_drawing",
"confidence": 0.006988579407334328
},
{
"class_name": "full_page_image",
"confidence": 0.005011615343391895
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0044664316810667515
},
{
"class_name": "line_chart",
"confidence": 0.0036212855484336615
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.002797893714159727
},
{
"class_name": "pie_chart",
"confidence": 0.0026883212849497795
},
{
"class_name": "geographical_map",
"confidence": 0.0018257376505061984
},
{
"class_name": "signature",
"confidence": 0.0011039042146876454
},
{
"class_name": "photograph",
"confidence": 0.0008762512588873506
},
{
"class_name": "chemistry_structure",
"confidence": 0.0008615731494501233
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00032726977951824665
},
{
"class_name": "qr_code",
"confidence": 0.000281479733530432
},
{
"class_name": "music",
"confidence": 0.00012804065772797912
},
{
"class_name": "bar_code",
"confidence": 0.0001245170715264976
},
{
"class_name": "scatter_plot",
"confidence": 0.00012417738616932184
},
{
"class_name": "box_plot",
"confidence": 6.47628985461779e-05
},
{
"class_name": "topographical_map",
"confidence": 4.950073343934491e-05
}
]
}
]
},
{
"self_ref": "#/pictures/10",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/53"
},
{
"$ref": "#/texts/54"
},
{
"$ref": "#/texts/55"
},
{
"$ref": "#/texts/56"
},
{
"$ref": "#/texts/57"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.5375276207923889,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.247402623295784,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.10163687914609909,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.02900242991745472,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.023779671639204025,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.018272416666150093,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.011433142237365246,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.007269981317222118,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0057763210497796535,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.004404032602906227,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0023498106747865677,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.0020876273047178984,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.0018633854342624545,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0018259393982589245,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.0012324322015047073,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0010362009052187204,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.0010360033484175801,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.0010256848763674498,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 0.0003523361519910395,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.0003259708173573017,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 9.525245695840567e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 8.544810407329351e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 8.124818123178557e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 5.3536350606009364e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.712805689952802e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.690808858256787e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 643.0906982421875,
"t": 171.07666015625,
"r": 764.1716918945312,
"b": 56.06207275390625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 121.0,
"height": 115.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.5375276207923889
},
{
"class_name": "icon",
"confidence": 0.247402623295784
},
{
"class_name": "other",
"confidence": 0.10163687914609909
},
{
"class_name": "calendar",
"confidence": 0.02900242991745472
},
{
"class_name": "stamp",
"confidence": 0.023779671639204025
},
{
"class_name": "flow_chart",
"confidence": 0.018272416666150093
},
{
"class_name": "bar_chart",
"confidence": 0.011433142237365246
},
{
"class_name": "table",
"confidence": 0.007269981317222118
},
{
"class_name": "page_thumbnail",
"confidence": 0.0057763210497796535
},
{
"class_name": "full_page_image",
"confidence": 0.004404032602906227
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0023498106747865677
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0020876273047178984
},
{
"class_name": "pie_chart",
"confidence": 0.0018633854342624545
},
{
"class_name": "engineering_drawing",
"confidence": 0.0018259393982589245
},
{
"class_name": "line_chart",
"confidence": 0.0012324322015047073
},
{
"class_name": "photograph",
"confidence": 0.0010362009052187204
},
{
"class_name": "geographical_map",
"confidence": 0.0010360033484175801
},
{
"class_name": "signature",
"confidence": 0.0010256848763674498
},
{
"class_name": "chemistry_structure",
"confidence": 0.0003523361519910395
},
{
"class_name": "qr_code",
"confidence": 0.0003259708173573017
},
{
"class_name": "crossword_puzzle",
"confidence": 9.525245695840567e-05
},
{
"class_name": "music",
"confidence": 8.544810407329351e-05
},
{
"class_name": "bar_code",
"confidence": 8.124818123178557e-05
},
{
"class_name": "scatter_plot",
"confidence": 5.3536350606009364e-05
},
{
"class_name": "box_plot",
"confidence": 2.712805689952802e-05
},
{
"class_name": "topographical_map",
"confidence": 1.690808858256787e-05
}
]
}
]
},
{
"self_ref": "#/pictures/11",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9705567955970764,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.027532288804650307,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0010568859288468957,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0004805552598554641,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0001327140344073996,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 5.1010203605983406e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 4.8369241994805634e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 3.658567584352568e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.433810368529521e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.9935991076636128e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.1770910532504786e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 8.760187483858317e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 8.342647561221384e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.72967359807808e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 7.075411758705741e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.9875408219813835e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.426752073210082e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.3193525723618222e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.9441846436384367e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.6333307257809793e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 7.69270116052212e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 3.926155613953597e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.3116792274558975e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.269048084395763e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.579002884000147e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.1344358341602856e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 4,
"bbox": {
"l": 690.285888671875,
"t": 34.9765625,
"r": 726.665771484375,
"b": 6.12420654296875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 37.0,
"height": 29.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9705567955970764
},
{
"class_name": "logo",
"confidence": 0.027532288804650307
},
{
"class_name": "bar_code",
"confidence": 0.0010568859288468957
},
{
"class_name": "bar_chart",
"confidence": 0.0004805552598554641
},
{
"class_name": "stamp",
"confidence": 0.0001327140344073996
},
{
"class_name": "flow_chart",
"confidence": 5.1010203605983406e-05
},
{
"class_name": "calendar",
"confidence": 4.8369241994805634e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.658567584352568e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.433810368529521e-05
},
{
"class_name": "music",
"confidence": 1.9935991076636128e-05
},
{
"class_name": "qr_code",
"confidence": 1.1770910532504786e-05
},
{
"class_name": "pie_chart",
"confidence": 8.760187483858317e-06
},
{
"class_name": "photograph",
"confidence": 8.342647561221384e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.72967359807808e-06
},
{
"class_name": "other",
"confidence": 7.075411758705741e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.9875408219813835e-06
},
{
"class_name": "table",
"confidence": 3.426752073210082e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.3193525723618222e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.9441846436384367e-06
},
{
"class_name": "line_chart",
"confidence": 1.6333307257809793e-06
},
{
"class_name": "signature",
"confidence": 7.69270116052212e-07
},
{
"class_name": "full_page_image",
"confidence": 3.926155613953597e-07
},
{
"class_name": "geographical_map",
"confidence": 1.3116792274558975e-07
},
{
"class_name": "box_plot",
"confidence": 1.269048084395763e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.579002884000147e-08
},
{
"class_name": "topographical_map",
"confidence": 1.1344358341602856e-08
}
]
}
]
},
{
"self_ref": "#/pictures/12",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "The figure is a three-part diagram illustrating a business timeline and its peer group comparison relative to the Great Financial Crisis (GFC). The layout consists of three vertical sections: a 'Peer group pre-GFC' panel on the left, a central 'Timeline' panel, and a 'Peer group post-GFC' panel on the right."
},
"classification": {
"predictions": [
{
"confidence": 0.9659923315048218,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.018513314425945282,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.004802277311682701,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.004270557779818773,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0015703418757766485,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0010316093685105443,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0007718318956904113,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.0004347060457803309,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.00037506449734792113,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.00034849325311370194,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.00032272908720187843,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.00024398161622229964,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.0002346079854760319,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 0.00021454275702126324,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.0002027953596552834,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.00019836908904835582,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0001735464611556381,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 6.13407464697957e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 5.47689305676613e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.185521877137944e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 4.544324838207103e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.153088255203329e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 3.0437948225880973e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.3266752830531914e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 8.622654604550917e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.6270079186142539e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
},
"quber__figure_job_id": "parse-01m2p7m22frbe8m67fgzdqddx5",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 37.19363784790039,
"t": 525.1277542114258,
"r": 757.136962890625,
"b": 267.1187744140625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 720.0,
"height": 258.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "flow_chart",
"confidence": 0.9659923315048218
},
{
"class_name": "calendar",
"confidence": 0.018513314425945282
},
{
"class_name": "full_page_image",
"confidence": 0.004802277311682701
},
{
"class_name": "table",
"confidence": 0.004270557779818773
},
{
"class_name": "bar_chart",
"confidence": 0.0015703418757766485
},
{
"class_name": "pie_chart",
"confidence": 0.0010316093685105443
},
{
"class_name": "engineering_drawing",
"confidence": 0.0007718318956904113
},
{
"class_name": "icon",
"confidence": 0.0004347060457803309
},
{
"class_name": "logo",
"confidence": 0.00037506449734792113
},
{
"class_name": "line_chart",
"confidence": 0.00034849325311370194
},
{
"class_name": "page_thumbnail",
"confidence": 0.00032272908720187843
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00024398161622229964
},
{
"class_name": "music",
"confidence": 0.0002346079854760319
},
{
"class_name": "geographical_map",
"confidence": 0.00021454275702126324
},
{
"class_name": "bar_code",
"confidence": 0.0002027953596552834
},
{
"class_name": "other",
"confidence": 0.00019836908904835582
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0001735464611556381
},
{
"class_name": "scatter_plot",
"confidence": 6.13407464697957e-05
},
{
"class_name": "photograph",
"confidence": 5.47689305676613e-05
},
{
"class_name": "qr_code",
"confidence": 5.185521877137944e-05
},
{
"class_name": "stamp",
"confidence": 4.544324838207103e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 3.153088255203329e-05
},
{
"class_name": "chemistry_structure",
"confidence": 3.0437948225880973e-05
},
{
"class_name": "signature",
"confidence": 1.3266752830531914e-05
},
{
"class_name": "box_plot",
"confidence": 8.622654604550917e-06
},
{
"class_name": "topographical_map",
"confidence": 1.6270079186142539e-06
}
]
}
]
},
{
"self_ref": "#/pictures/13",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9784674644470215,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.019317643716931343,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0015049295034259558,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.00035564517020247877,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00014580608694814146,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 5.157276973477565e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 3.130729601252824e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.759862400125712e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.507984754629433e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.9598686776589602e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.0081797881866805e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 9.316760952060577e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.987217031768523e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 5.766620688518742e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.308712843543617e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.4330123526160605e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.337884663778823e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 2.79794835478242e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.334665396119817e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.5852599517529598e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 8.674040827827412e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 3.5779942209046567e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.48032640368001e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0414423456950317e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.4438594320154152e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 9.67621271996677e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 689.9525756835938,
"t": 34.4781494140625,
"r": 726.740478515625,
"b": 6.09613037109375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 37.0,
"height": 28.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9784674644470215
},
{
"class_name": "logo",
"confidence": 0.019317643716931343
},
{
"class_name": "bar_code",
"confidence": 0.0015049295034259558
},
{
"class_name": "bar_chart",
"confidence": 0.00035564517020247877
},
{
"class_name": "stamp",
"confidence": 0.00014580608694814146
},
{
"class_name": "calendar",
"confidence": 5.157276973477565e-05
},
{
"class_name": "flow_chart",
"confidence": 3.130729601252824e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.759862400125712e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.507984754629433e-05
},
{
"class_name": "music",
"confidence": 1.9598686776589602e-05
},
{
"class_name": "qr_code",
"confidence": 1.0081797881866805e-05
},
{
"class_name": "photograph",
"confidence": 9.316760952060577e-06
},
{
"class_name": "pie_chart",
"confidence": 7.987217031768523e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 5.766620688518742e-06
},
{
"class_name": "other",
"confidence": 5.308712843543617e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.4330123526160605e-06
},
{
"class_name": "table",
"confidence": 3.337884663778823e-06
},
{
"class_name": "chemistry_structure",
"confidence": 2.79794835478242e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.334665396119817e-06
},
{
"class_name": "line_chart",
"confidence": 1.5852599517529598e-06
},
{
"class_name": "signature",
"confidence": 8.674040827827412e-07
},
{
"class_name": "full_page_image",
"confidence": 3.5779942209046567e-07
},
{
"class_name": "box_plot",
"confidence": 1.48032640368001e-07
},
{
"class_name": "geographical_map",
"confidence": 1.0414423456950317e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.4438594320154152e-08
},
{
"class_name": "topographical_map",
"confidence": 9.67621271996677e-09
}
]
}
]
},
{
"self_ref": "#/pictures/14",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/71"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9967945218086243,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0026757351588457823,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0002849906450137496,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.00015741442621219903,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 2.0479994418565184e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.4365841707331128e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.300405347137712e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 8.920915206545033e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 7.627109880559146e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 7.5926154750050046e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 6.602922894671792e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.1347257188608637e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.4872517795083695e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 8.224561725000967e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 7.979276119840506e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 7.407638236145431e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 7.101031087586307e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 5.423690936368075e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 5.196687311581627e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 3.0192998679012817e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.12938132904128e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.8992591321875807e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 1.2528400361588865e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 6.578854794270228e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 5.154011972763328e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.441073127494974e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 373.9646911621094,
"t": 247.2559814453125,
"r": 396.8199768066406,
"b": 222.47622680664062,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 23.0,
"height": 25.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9967945218086243
},
{
"class_name": "logo",
"confidence": 0.0026757351588457823
},
{
"class_name": "photograph",
"confidence": 0.0002849906450137496
},
{
"class_name": "stamp",
"confidence": 0.00015741442621219903
},
{
"class_name": "music",
"confidence": 2.0479994418565184e-05
},
{
"class_name": "calendar",
"confidence": 1.4365841707331128e-05
},
{
"class_name": "pie_chart",
"confidence": 1.300405347137712e-05
},
{
"class_name": "chemistry_structure",
"confidence": 8.920915206545033e-06
},
{
"class_name": "signature",
"confidence": 7.627109880559146e-06
},
{
"class_name": "other",
"confidence": 7.5926154750050046e-06
},
{
"class_name": "page_thumbnail",
"confidence": 6.602922894671792e-06
},
{
"class_name": "bar_code",
"confidence": 2.1347257188608637e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.4872517795083695e-06
},
{
"class_name": "qr_code",
"confidence": 8.224561725000967e-07
},
{
"class_name": "geographical_map",
"confidence": 7.979276119840506e-07
},
{
"class_name": "table",
"confidence": 7.407638236145431e-07
},
{
"class_name": "flow_chart",
"confidence": 7.101031087586307e-07
},
{
"class_name": "full_page_image",
"confidence": 5.423690936368075e-07
},
{
"class_name": "bar_chart",
"confidence": 5.196687311581627e-07
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.0192998679012817e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 2.12938132904128e-07
},
{
"class_name": "line_chart",
"confidence": 1.8992591321875807e-07
},
{
"class_name": "box_plot",
"confidence": 1.2528400361588865e-07
},
{
"class_name": "scatter_plot",
"confidence": 6.578854794270228e-08
},
{
"class_name": "screenshot_from_manual",
"confidence": 5.154011972763328e-08
},
{
"class_name": "topographical_map",
"confidence": 1.441073127494974e-08
}
]
}
]
},
{
"self_ref": "#/pictures/15",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/72"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9979853630065918,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.001609243219718337,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.000173192034708336,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.00012153630086686462,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 2.3502158001065254e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 2.0758528989972547e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.3819381820212584e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.3457160093821585e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.2863206393376458e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 9.459494322072715e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 5.5712798712193035e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.0601692085620016e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.525621087239415e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 1.485892084929219e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.2846405752497958e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.0549260878178757e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.035236664392869e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 7.726208650638e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 5.333094463821908e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 3.8477224961752654e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 3.487197943741194e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.977281781113561e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 2.201461200002086e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0867696431660079e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 4.592719804463741e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.9511765475831453e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 373.9859619140625,
"t": 209.54971313476562,
"r": 396.7254638671875,
"b": 184.76266479492188,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 23.0,
"height": 25.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9979853630065918
},
{
"class_name": "logo",
"confidence": 0.001609243219718337
},
{
"class_name": "photograph",
"confidence": 0.000173192034708336
},
{
"class_name": "stamp",
"confidence": 0.00012153630086686462
},
{
"class_name": "pie_chart",
"confidence": 2.3502158001065254e-05
},
{
"class_name": "music",
"confidence": 2.0758528989972547e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.3819381820212584e-05
},
{
"class_name": "calendar",
"confidence": 1.3457160093821585e-05
},
{
"class_name": "signature",
"confidence": 1.2863206393376458e-05
},
{
"class_name": "other",
"confidence": 9.459494322072715e-06
},
{
"class_name": "page_thumbnail",
"confidence": 5.5712798712193035e-06
},
{
"class_name": "bar_code",
"confidence": 2.0601692085620016e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.525621087239415e-06
},
{
"class_name": "geographical_map",
"confidence": 1.485892084929219e-06
},
{
"class_name": "qr_code",
"confidence": 1.2846405752497958e-06
},
{
"class_name": "flow_chart",
"confidence": 1.0549260878178757e-06
},
{
"class_name": "table",
"confidence": 1.035236664392869e-06
},
{
"class_name": "bar_chart",
"confidence": 7.726208650638e-07
},
{
"class_name": "full_page_image",
"confidence": 5.333094463821908e-07
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.8477224961752654e-07
},
{
"class_name": "line_chart",
"confidence": 3.487197943741194e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 2.977281781113561e-07
},
{
"class_name": "box_plot",
"confidence": 2.201461200002086e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.0867696431660079e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 4.592719804463741e-08
},
{
"class_name": "topographical_map",
"confidence": 2.9511765475831453e-08
}
]
}
]
},
{
"self_ref": "#/pictures/16",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/73"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9980777502059937,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0016753076342865825,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 7.787958020344377e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 7.630365143995732e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.8489645299268886e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.6391761164413765e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.4113814359006938e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.2136216355429497e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.1651623935904354e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 7.531920346082188e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.5384416605666047e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.5569016795780044e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.3844651221006643e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.2853574844484683e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 9.300391639044392e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 8.439466228082892e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 6.628275741604739e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 5.781136565019551e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 3.9393668771481316e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 3.707708344791172e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.2857843734745984e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 2.1886226875267312e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.081129650832736e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 9.687976643135698e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 4.4681190303208496e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 3.868405684670506e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 373.7358093261719,
"t": 174.16680908203125,
"r": 397.69000244140625,
"b": 148.31439208984375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 24.0,
"height": 26.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABgAAAAaCAIAAAAi3QukAAAE/ElEQVQ4Ea3BfUyUdRwA8O/veTnujnuDu+M4BeEEIYG7c4qaS1vqbM6XZevyZQzTsbGwjNKotMQyjYmW5XyZpbPVH6ZoDlNRUNMQc5IWGiXKm/JycMdxx71wPPe8fHNsLBnQX30+BBFhDAggIkgSACJFAU2egLEQRIThEIDrD4TcraHu+7ynURIGUBnPxEyU61OUGr0iWi1jaUIIDEcQEZ4SDvl7fj8ReFBJMyyjjJWpTYSR8YFuvt8bCfWK0RPkkx3ahMxYrZplWUIIDCGICEN8bXe7bxwiQtA0PVduSGXVJopVwBMo8UF3xO/01pf3NN+OmOfFZi42mceplEpCCAwiiAgACNDz5wX3zUO6lDlxz+YxCi2MIfigsue3792SUWFbnWRJVamiCSEAQBARAPzOh+0Vm0zZOXrby/Cf6pubL577boH8rl89TWdzWJITlUolABBE5Llwy0+blRp9wosfwdhESfrhbHnx3s8z0rK+Xresp+agy+xIypqdPCGRYRiCiM7bx/31ZyzLdss0ZhgDF4mUHNp/pOyYY+HiDwveMsTonFd2PWr8S5y8JiNrik6nJRw38Ki8SGeZaczOgTF4fN4NJduqaqrzV+YUryukKAoA+EBXY9mbzphFiba5lqRE0tfd0nGhOGn+RuV4O4zGHwoWbN18+Ub1hrX5ha/lRclkMAgloeXk6/f7k/VZi7MmpxHXw1/d13an5xyl5WoYIRAKFZVuP3nh/PrctcVvFBJC4F/Ycamkqd0rJi+1WTNJx+1T4cbKiY59hGJghJ2HD+48dGDJ3Pn7t25XR6tgOE/dydY75z3jVljtdtJWe2qg6WLKq/sJxTS1PaqqqU63pMydOQsALl6/lre5aGLihONfHjAb42AEzx9lrXcqXGaH1WYnnX9f997Y80zO0aBA5W957/zVn83GuGN79sXF6pcXFrS0tx3ZsWvRC/NgFNhRtcPp5Xu0s63WTOJqa3Bd+jR5wUaF2d7tcb1fWnL26uX5s56L1enKKs6tWvLS3i3baIqCEVASWsryH0GWYJhqt2YQn8/XeX6TYdIsY3YuANTeq1teWBDmOADQqlSn93+TkZoGo4n0dTw+8+4D9nlVgt1uzSQcL3beOsY1nUteWhqlS5AQVxe9XVXziyCK63PXfLx+A4wGRb7zSmnA19uqmjc+MTltUiqRJMntcrmvfqbR6hIXfgIA5Zcq13zwzvh487cln2db7TAa3/1K183DTtMrYSrGbrOaTCaCiAMc395Qy9V+ET/VoZ+yorWrq+TgV3mOlTNsU2A04e6GjsqtIcOcZj7JMiEhPT1doVAQHNTrC7jrK7DhhDZ5euyMPKI0RNEERkL03DvtrTsh6LIawaqLNaanTdLr9RRFEUQEAFEUPV5fb2ud9PBHmeQ3Tl0VZUhl1SZargEASeD4oDvid3rvnR7wPubi53VKCXK5PD0tzWg00jQNAAQRYZAgCJ5en8vZRjqrGfctQCFKZYhSxxGaFfo9XMAjcEHWkNGlnOYJswa9bqLFYjAYGIaBQQQRYYgkiX5/0N3j4QeC/b5Out8p+ppFLiQ3pkZkpggdE+aRZth4k9FsNms0GoqiYAhBRBiO47hgMOTr6/P7A/3hAV4QQJIYllYq5FqNRqfTqVQqmUxGCIGnEESEERBRkiSe5wVBEEURAGiaZhiGZVmKogghMAJBRPg//AONJlAOk51clAAAAABJRU5ErkJggg=="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9980777502059937
},
{
"class_name": "logo",
"confidence": 0.0016753076342865825
},
{
"class_name": "stamp",
"confidence": 7.787958020344377e-05
},
{
"class_name": "photograph",
"confidence": 7.630365143995732e-05
},
{
"class_name": "signature",
"confidence": 1.8489645299268886e-05
},
{
"class_name": "pie_chart",
"confidence": 1.6391761164413765e-05
},
{
"class_name": "music",
"confidence": 1.4113814359006938e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2136216355429497e-05
},
{
"class_name": "calendar",
"confidence": 1.1651623935904354e-05
},
{
"class_name": "other",
"confidence": 7.531920346082188e-06
},
{
"class_name": "page_thumbnail",
"confidence": 3.5384416605666047e-06
},
{
"class_name": "geographical_map",
"confidence": 1.5569016795780044e-06
},
{
"class_name": "bar_code",
"confidence": 1.3844651221006643e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.2853574844484683e-06
},
{
"class_name": "qr_code",
"confidence": 9.300391639044392e-07
},
{
"class_name": "flow_chart",
"confidence": 8.439466228082892e-07
},
{
"class_name": "table",
"confidence": 6.628275741604739e-07
},
{
"class_name": "bar_chart",
"confidence": 5.781136565019551e-07
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.9393668771481316e-07
},
{
"class_name": "line_chart",
"confidence": 3.707708344791172e-07
},
{
"class_name": "full_page_image",
"confidence": 3.2857843734745984e-07
},
{
"class_name": "box_plot",
"confidence": 2.1886226875267312e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 2.081129650832736e-07
},
{
"class_name": "scatter_plot",
"confidence": 9.687976643135698e-08
},
{
"class_name": "topographical_map",
"confidence": 4.4681190303208496e-08
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.868405684670506e-08
}
]
}
]
},
{
"self_ref": "#/pictures/17",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/74"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9975124597549438,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.002142407698556781,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0001464566885260865,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.00011838399223051965,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.6666861483827233e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.5738656657049432e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.2645040442293976e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.243456790689379e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 5.470038558996748e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 4.901351985608926e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 4.276527306501521e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.163016233680537e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.5430717894560075e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 8.839238603286503e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 7.613813295392902e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.614193921450351e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 5.911766720601008e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.8067560126364697e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 3.419938252591237e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 2.626121613502619e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 2.0009846934954112e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.7588492084996687e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 1.414754535744578e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 7.598467277603049e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 3.8341454455803614e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.3622806882551686e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 5,
"bbox": {
"l": 373.6806640625,
"t": 133.45968627929688,
"r": 397.3230285644531,
"b": 109.4825439453125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 23.0,
"height": 24.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9975124597549438
},
{
"class_name": "logo",
"confidence": 0.002142407698556781
},
{
"class_name": "stamp",
"confidence": 0.0001464566885260865
},
{
"class_name": "photograph",
"confidence": 0.00011838399223051965
},
{
"class_name": "music",
"confidence": 1.6666861483827233e-05
},
{
"class_name": "calendar",
"confidence": 1.5738656657049432e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.2645040442293976e-05
},
{
"class_name": "pie_chart",
"confidence": 1.243456790689379e-05
},
{
"class_name": "other",
"confidence": 5.470038558996748e-06
},
{
"class_name": "signature",
"confidence": 4.901351985608926e-06
},
{
"class_name": "page_thumbnail",
"confidence": 4.276527306501521e-06
},
{
"class_name": "bar_code",
"confidence": 2.163016233680537e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.5430717894560075e-06
},
{
"class_name": "flow_chart",
"confidence": 8.839238603286503e-07
},
{
"class_name": "qr_code",
"confidence": 7.613813295392902e-07
},
{
"class_name": "geographical_map",
"confidence": 6.614193921450351e-07
},
{
"class_name": "table",
"confidence": 5.911766720601008e-07
},
{
"class_name": "full_page_image",
"confidence": 3.8067560126364697e-07
},
{
"class_name": "bar_chart",
"confidence": 3.419938252591237e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 2.626121613502619e-07
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.0009846934954112e-07
},
{
"class_name": "line_chart",
"confidence": 1.7588492084996687e-07
},
{
"class_name": "box_plot",
"confidence": 1.414754535744578e-07
},
{
"class_name": "scatter_plot",
"confidence": 7.598467277603049e-08
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.8341454455803614e-08
},
{
"class_name": "topographical_map",
"confidence": 1.3622806882551686e-08
}
]
}
]
},
{
"self_ref": "#/pictures/18",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/77"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9973664879798889,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0020080956164747477,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0002565388276707381,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 8.653790428070351e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 8.06842654128559e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 5.8817578974412754e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 3.652226587291807e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.074732012464665e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.7774491425370798e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.700691063888371e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 7.1208810368261766e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.833685802121181e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 6.635530553467106e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 3.4252816476509906e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.8818494683946483e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.478769374647527e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 2.4050848423939897e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 2.3762463570164982e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 2.0961642803740688e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.8207971379524679e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 1.030352791531186e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 4.792736945091747e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 4.4579206814887584e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 3.919903974747285e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 3.2712753750274715e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 4.5349619171020095e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 58.13714599609375,
"t": 513.8934936523438,
"r": 88.7210464477539,
"b": 481.360107421875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 31.0,
"height": 33.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9973664879798889
},
{
"class_name": "logo",
"confidence": 0.0020080956164747477
},
{
"class_name": "stamp",
"confidence": 0.0002565388276707381
},
{
"class_name": "photograph",
"confidence": 8.653790428070351e-05
},
{
"class_name": "pie_chart",
"confidence": 8.06842654128559e-05
},
{
"class_name": "calendar",
"confidence": 5.8817578974412754e-05
},
{
"class_name": "chemistry_structure",
"confidence": 3.652226587291807e-05
},
{
"class_name": "page_thumbnail",
"confidence": 3.074732012464665e-05
},
{
"class_name": "music",
"confidence": 1.7774491425370798e-05
},
{
"class_name": "other",
"confidence": 1.700691063888371e-05
},
{
"class_name": "qr_code",
"confidence": 7.1208810368261766e-06
},
{
"class_name": "flow_chart",
"confidence": 6.833685802121181e-06
},
{
"class_name": "bar_code",
"confidence": 6.635530553467106e-06
},
{
"class_name": "signature",
"confidence": 3.4252816476509906e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.8818494683946483e-06
},
{
"class_name": "full_page_image",
"confidence": 2.478769374647527e-06
},
{
"class_name": "geographical_map",
"confidence": 2.4050848423939897e-06
},
{
"class_name": "engineering_drawing",
"confidence": 2.3762463570164982e-06
},
{
"class_name": "table",
"confidence": 2.0961642803740688e-06
},
{
"class_name": "bar_chart",
"confidence": 1.8207971379524679e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 1.030352791531186e-06
},
{
"class_name": "scatter_plot",
"confidence": 4.792736945091747e-07
},
{
"class_name": "box_plot",
"confidence": 4.4579206814887584e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.919903974747285e-07
},
{
"class_name": "line_chart",
"confidence": 3.2712753750274715e-07
},
{
"class_name": "topographical_map",
"confidence": 4.5349619171020095e-08
}
]
}
]
},
{
"self_ref": "#/pictures/19",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/79"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9971152544021606,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0020720919128507376,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0003903938049916178,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 9.997212328016758e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 9.372784552397206e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 9.192209108732641e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 3.524444400682114e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.5277320673922077e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.4228880647569895e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.300673648074735e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 7.901461685833056e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 6.997563104960136e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.658693109784508e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 3.411162879274343e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.3595625862071756e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 2.322269892829354e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.110548166456283e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.7534745211378322e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 1.7511116539026261e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.1700292361638276e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 9.139350822806591e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 4.1959518171097443e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 3.799449075359007e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.820598865582724e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.6901150818048336e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 3.359930289548174e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 59.33308792114258,
"t": 477.1904754638672,
"r": 89.99098205566406,
"b": 444.80482482910156,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 31.0,
"height": 32.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9971152544021606
},
{
"class_name": "logo",
"confidence": 0.0020720919128507376
},
{
"class_name": "stamp",
"confidence": 0.0003903938049916178
},
{
"class_name": "photograph",
"confidence": 9.997212328016758e-05
},
{
"class_name": "pie_chart",
"confidence": 9.372784552397206e-05
},
{
"class_name": "calendar",
"confidence": 9.192209108732641e-05
},
{
"class_name": "page_thumbnail",
"confidence": 3.524444400682114e-05
},
{
"class_name": "chemistry_structure",
"confidence": 2.5277320673922077e-05
},
{
"class_name": "music",
"confidence": 2.4228880647569895e-05
},
{
"class_name": "other",
"confidence": 1.300673648074735e-05
},
{
"class_name": "bar_code",
"confidence": 7.901461685833056e-06
},
{
"class_name": "qr_code",
"confidence": 6.997563104960136e-06
},
{
"class_name": "flow_chart",
"confidence": 6.658693109784508e-06
},
{
"class_name": "signature",
"confidence": 3.411162879274343e-06
},
{
"class_name": "full_page_image",
"confidence": 2.3595625862071756e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.322269892829354e-06
},
{
"class_name": "geographical_map",
"confidence": 2.110548166456283e-06
},
{
"class_name": "bar_chart",
"confidence": 1.7534745211378322e-06
},
{
"class_name": "table",
"confidence": 1.7511116539026261e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.1700292361638276e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 9.139350822806591e-07
},
{
"class_name": "box_plot",
"confidence": 4.1959518171097443e-07
},
{
"class_name": "scatter_plot",
"confidence": 3.799449075359007e-07
},
{
"class_name": "line_chart",
"confidence": 2.820598865582724e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.6901150818048336e-07
},
{
"class_name": "topographical_map",
"confidence": 3.359930289548174e-08
}
]
}
]
},
{
"self_ref": "#/pictures/20",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/81"
}
],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "This figure is a professional profile graphic featuring a portrait of a man on the left and his professional credentials on the right.\n\nThe portrait on the left shows a Caucasian man with short, brown hair, wearing a dark blue suit, white shirt, and reddish-patterned tie, against a dark blue gradient background. To the right, set against a white background, is a bulleted list of his professional achievements:"
},
"classification": {
"predictions": [
{
"confidence": 0.9979727864265442,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.0012663067318499088,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.00026880556833930314,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.00021509818907361478,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.00014417286729440093,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 4.751990854856558e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.376440716034267e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 2.1387853848864324e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 1.0855720574909355e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 5.390504156821407e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 5.3383223530545365e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 3.2547693535889266e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 2.935261363745667e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 2.593683802842861e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 1.833517785598815e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.8283824374520918e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.6713803461243515e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.4519238220600528e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 9.638105211706716e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 8.57346947213955e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 7.786484843563812e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 3.562068400242424e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 4.5599300335652515e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.532634724161653e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 5.9549849495965645e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.5850809553796807e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "parse-01m2p7m266fxq7tz5xsx2j0nyg",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 37.470787048339844,
"t": 430.80426025390625,
"r": 118.64799499511719,
"b": 337.33477783203125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/81"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 82.0,
"height": 94.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9979727864265442
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0012663067318499088
},
{
"class_name": "logo",
"confidence": 0.00026880556833930314
},
{
"class_name": "full_page_image",
"confidence": 0.00021509818907361478
},
{
"class_name": "icon",
"confidence": 0.00014417286729440093
},
{
"class_name": "page_thumbnail",
"confidence": 4.751990854856558e-05
},
{
"class_name": "music",
"confidence": 2.376440716034267e-05
},
{
"class_name": "other",
"confidence": 2.1387853848864324e-05
},
{
"class_name": "calendar",
"confidence": 1.0855720574909355e-05
},
{
"class_name": "qr_code",
"confidence": 5.390504156821407e-06
},
{
"class_name": "flow_chart",
"confidence": 5.3383223530545365e-06
},
{
"class_name": "table",
"confidence": 3.2547693535889266e-06
},
{
"class_name": "geographical_map",
"confidence": 2.935261363745667e-06
},
{
"class_name": "bar_chart",
"confidence": 2.593683802842861e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.833517785598815e-06
},
{
"class_name": "pie_chart",
"confidence": 1.8283824374520918e-06
},
{
"class_name": "signature",
"confidence": 1.6713803461243515e-06
},
{
"class_name": "stamp",
"confidence": 1.4519238220600528e-06
},
{
"class_name": "chemistry_structure",
"confidence": 9.638105211706716e-07
},
{
"class_name": "line_chart",
"confidence": 8.57346947213955e-07
},
{
"class_name": "bar_code",
"confidence": 7.786484843563812e-07
},
{
"class_name": "engineering_drawing",
"confidence": 3.562068400242424e-07
},
{
"class_name": "topographical_map",
"confidence": 4.5599300335652515e-08
},
{
"class_name": "scatter_plot",
"confidence": 2.532634724161653e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 5.9549849495965645e-09
},
{
"class_name": "box_plot",
"confidence": 1.5850809553796807e-09
}
]
}
]
},
{
"self_ref": "#/pictures/21",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "This figure is a professional profile card featuring a headshot of Paul Elenio on the left and a list of his professional credentials on the right."
},
"classification": {
"predictions": [
{
"confidence": 0.9999912977218628,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 4.32175193054718e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.4057612790784333e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 1.5631375163138728e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 2.326817991615826e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.5301000644285523e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.874908299257186e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.6814182874090875e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 2.0631663488757113e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.4871005760141998e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.1451010806240447e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.614890940033092e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 4.876672399234394e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.2877264810029487e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 9.39284094947368e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 4.945225340335924e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.3097002088690033e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.615188538472978e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 6.545673031377319e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 3.446828239495048e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.6767705279807643e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.2029962963289176e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 7.455881398388264e-12,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 8.510511631358575e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 7.853676476515803e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.02259229872305e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "parse-01m2p7m266fxq7tz5xsx2j0nyg",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-1",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 283.8757629394531,
"t": 431.0205993652344,
"r": 363.3813781738281,
"b": 337.2504577636719,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 79.0,
"height": 94.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9999912977218628
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.32175193054718e-06
},
{
"class_name": "other",
"confidence": 2.4057612790784333e-06
},
{
"class_name": "icon",
"confidence": 1.5631375163138728e-06
},
{
"class_name": "full_page_image",
"confidence": 2.326817991615826e-07
},
{
"class_name": "logo",
"confidence": 1.5301000644285523e-07
},
{
"class_name": "chemistry_structure",
"confidence": 4.874908299257186e-08
},
{
"class_name": "engineering_drawing",
"confidence": 2.6814182874090875e-08
},
{
"class_name": "signature",
"confidence": 2.0631663488757113e-08
},
{
"class_name": "stamp",
"confidence": 1.4871005760141998e-08
},
{
"class_name": "page_thumbnail",
"confidence": 1.1451010806240447e-08
},
{
"class_name": "music",
"confidence": 7.614890940033092e-09
},
{
"class_name": "screenshot_from_manual",
"confidence": 4.876672399234394e-09
},
{
"class_name": "geographical_map",
"confidence": 1.2877264810029487e-09
},
{
"class_name": "calendar",
"confidence": 9.39284094947368e-10
},
{
"class_name": "flow_chart",
"confidence": 4.945225340335924e-10
},
{
"class_name": "qr_code",
"confidence": 2.3097002088690033e-10
},
{
"class_name": "table",
"confidence": 1.615188538472978e-10
},
{
"class_name": "topographical_map",
"confidence": 6.545673031377319e-11
},
{
"class_name": "bar_code",
"confidence": 3.446828239495048e-11
},
{
"class_name": "scatter_plot",
"confidence": 1.6767705279807643e-11
},
{
"class_name": "bar_chart",
"confidence": 1.2029962963289176e-11
},
{
"class_name": "pie_chart",
"confidence": 7.455881398388264e-12
},
{
"class_name": "crossword_puzzle",
"confidence": 8.510511631358575e-13
},
{
"class_name": "line_chart",
"confidence": 7.853676476515803e-13
},
{
"class_name": "box_plot",
"confidence": 2.02259229872305e-13
}
]
}
]
},
{
"self_ref": "#/pictures/22",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/82"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9970953464508057,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0021801930852234364,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0003139793989248574,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.00011060894030379131,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 8.813872409518808e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 6.720579403918236e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 3.2283107429975644e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.127876334474422e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.0335706722107716e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 1.7878091966849752e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 7.664130862394813e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 7.210607236629585e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 7.188656127254944e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 4.121332494833041e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.9712964533246122e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.459007873767405e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 2.3055783913150663e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 2.2410667952499352e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 2.1816852040501544e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 1.9043592374146101e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 9.668177654020838e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 4.7193725549732335e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 3.6396667724147846e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 3.4800231674125826e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.414800460177503e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 4.723170476950145e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 407.27508544921875,
"t": 513.9649505615234,
"r": 438.0657653808594,
"b": 481.4837341308594,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 31.0,
"height": 33.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9970953464508057
},
{
"class_name": "logo",
"confidence": 0.0021801930852234364
},
{
"class_name": "stamp",
"confidence": 0.0003139793989248574
},
{
"class_name": "photograph",
"confidence": 0.00011060894030379131
},
{
"class_name": "pie_chart",
"confidence": 8.813872409518808e-05
},
{
"class_name": "calendar",
"confidence": 6.720579403918236e-05
},
{
"class_name": "chemistry_structure",
"confidence": 3.2283107429975644e-05
},
{
"class_name": "page_thumbnail",
"confidence": 3.127876334474422e-05
},
{
"class_name": "other",
"confidence": 2.0335706722107716e-05
},
{
"class_name": "music",
"confidence": 1.7878091966849752e-05
},
{
"class_name": "qr_code",
"confidence": 7.664130862394813e-06
},
{
"class_name": "bar_code",
"confidence": 7.210607236629585e-06
},
{
"class_name": "flow_chart",
"confidence": 7.188656127254944e-06
},
{
"class_name": "signature",
"confidence": 4.121332494833041e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.9712964533246122e-06
},
{
"class_name": "full_page_image",
"confidence": 2.459007873767405e-06
},
{
"class_name": "geographical_map",
"confidence": 2.3055783913150663e-06
},
{
"class_name": "bar_chart",
"confidence": 2.2410667952499352e-06
},
{
"class_name": "engineering_drawing",
"confidence": 2.1816852040501544e-06
},
{
"class_name": "table",
"confidence": 1.9043592374146101e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 9.668177654020838e-07
},
{
"class_name": "scatter_plot",
"confidence": 4.7193725549732335e-07
},
{
"class_name": "box_plot",
"confidence": 3.6396667724147846e-07
},
{
"class_name": "line_chart",
"confidence": 3.4800231674125826e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.414800460177503e-07
},
{
"class_name": "topographical_map",
"confidence": 4.723170476950145e-08
}
]
}
]
},
{
"self_ref": "#/pictures/23",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/83"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9976240992546082,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0018454743549227715,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.00026785992668010294,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 6.716202915413305e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 6.340879190247506e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.244116644258611e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.2140655346447602e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.9861237888108008e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.4496617950499058e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 8.787102160567883e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 4.541730049822945e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 4.125110535824206e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 4.077506673638709e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.6103778054675786e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.5736118257336784e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.421906858922739e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.2247916174601414e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.1896927389898337e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 1.1346911605869536e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.017761178445653e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 5.200764121582324e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 2.3571502083541418e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.0940488809628732e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.0140770118359796e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 1.9005861418008863e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.01252827736198e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 407.80718994140625,
"t": 476.6375274658203,
"r": 440.07025146484375,
"b": 444.5630187988281,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 32.0,
"height": 32.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9976240992546082
},
{
"class_name": "logo",
"confidence": 0.0018454743549227715
},
{
"class_name": "stamp",
"confidence": 0.00026785992668010294
},
{
"class_name": "photograph",
"confidence": 6.716202915413305e-05
},
{
"class_name": "pie_chart",
"confidence": 6.340879190247506e-05
},
{
"class_name": "calendar",
"confidence": 4.244116644258611e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.2140655346447602e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.9861237888108008e-05
},
{
"class_name": "music",
"confidence": 1.4496617950499058e-05
},
{
"class_name": "other",
"confidence": 8.787102160567883e-06
},
{
"class_name": "qr_code",
"confidence": 4.541730049822945e-06
},
{
"class_name": "bar_code",
"confidence": 4.125110535824206e-06
},
{
"class_name": "flow_chart",
"confidence": 4.077506673638709e-06
},
{
"class_name": "signature",
"confidence": 2.6103778054675786e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.5736118257336784e-06
},
{
"class_name": "full_page_image",
"confidence": 1.421906858922739e-06
},
{
"class_name": "geographical_map",
"confidence": 1.2247916174601414e-06
},
{
"class_name": "bar_chart",
"confidence": 1.1896927389898337e-06
},
{
"class_name": "table",
"confidence": 1.1346911605869536e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.017761178445653e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 5.200764121582324e-07
},
{
"class_name": "box_plot",
"confidence": 2.3571502083541418e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.0940488809628732e-07
},
{
"class_name": "line_chart",
"confidence": 2.0140770118359796e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.9005861418008863e-07
},
{
"class_name": "topographical_map",
"confidence": 2.01252827736198e-08
}
]
}
]
},
{
"self_ref": "#/pictures/24",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/93"
}
],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "The figure is a professional profile card featuring a portrait of a man on the left and a list of his professional credentials on the right. The portrait shows Yoni Goodman, a Caucasian man with a beard, wearing a suit and tie, smiling. Below the portrait is a light yellow rectangular box containing the name 'Yoni Goodman' in dark text. To the right, there is a bulleted list of his professional information: 'EVP, Chief Operating Officer' and '20+ years of experience in real estate finance, multifamily loan production, and capital markets.'"
},
"classification": {
"predictions": [
{
"confidence": 0.9999997615814209,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 2.873713071949169e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 7.509949107031844e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 6.057338186593597e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 3.362881084711944e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.2138013644479315e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.9985271215716693e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 4.692053412469477e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.104512480422983e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.0835932151564975e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.06932604332566e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.06143270456527e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 2.8511481370285807e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 2.8507023130952547e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.867864370119765e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.033628304475398e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 9.569892621408282e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 9.457065122328578e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 4.663815449286457e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.3385982860353307e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 7.94824072552526e-14,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 2.7645093720186746e-14,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 3.0415331067807933e-15,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.3600189700010805e-15,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 8.157620260888885e-16,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.2510414087007304e-16,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "parse-01m2p7m266fxq7tz5xsx2j0nyg",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-2",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 530.2813720703125,
"t": 430.92340087890625,
"r": 610.6050415039062,
"b": 337.4092102050781,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/93"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 81.0,
"height": 94.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9999997615814209
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.873713071949169e-07
},
{
"class_name": "icon",
"confidence": 7.509949107031844e-09
},
{
"class_name": "logo",
"confidence": 6.057338186593597e-09
},
{
"class_name": "page_thumbnail",
"confidence": 3.362881084711944e-09
},
{
"class_name": "full_page_image",
"confidence": 2.2138013644479315e-09
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.9985271215716693e-09
},
{
"class_name": "other",
"confidence": 4.692053412469477e-10
},
{
"class_name": "geographical_map",
"confidence": 3.104512480422983e-10
},
{
"class_name": "engineering_drawing",
"confidence": 1.0835932151564975e-10
},
{
"class_name": "chemistry_structure",
"confidence": 3.06932604332566e-11
},
{
"class_name": "stamp",
"confidence": 3.06143270456527e-11
},
{
"class_name": "qr_code",
"confidence": 2.8511481370285807e-11
},
{
"class_name": "music",
"confidence": 2.8507023130952547e-11
},
{
"class_name": "signature",
"confidence": 1.867864370119765e-11
},
{
"class_name": "calendar",
"confidence": 1.033628304475398e-11
},
{
"class_name": "topographical_map",
"confidence": 9.569892621408282e-13
},
{
"class_name": "bar_code",
"confidence": 9.457065122328578e-13
},
{
"class_name": "flow_chart",
"confidence": 4.663815449286457e-13
},
{
"class_name": "table",
"confidence": 1.3385982860353307e-13
},
{
"class_name": "pie_chart",
"confidence": 7.94824072552526e-14
},
{
"class_name": "bar_chart",
"confidence": 2.7645093720186746e-14
},
{
"class_name": "scatter_plot",
"confidence": 3.0415331067807933e-15
},
{
"class_name": "crossword_puzzle",
"confidence": 1.3600189700010805e-15
},
{
"class_name": "line_chart",
"confidence": 8.157620260888885e-16
},
{
"class_name": "box_plot",
"confidence": 2.2510414087007304e-16
}
]
}
]
},
{
"self_ref": "#/pictures/25",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/94"
}
],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "This is a professional profile graphic featuring a headshot of a man named Steven Katz. On the left, there is a photograph of Steven Katz, a man with short brown hair, wearing a dark suit, light blue shirt, and dark tie, set against a dark grey background. Below his portrait is a beige text box containing his name, 'Steven Katz', in bold black text. To the right of the portrait is a list of three bullet points describing his professional background: 'EVP, Chief Investment Officer, Residential Financing', '20+ years of experience in mortgage trading, securitization, banking and servicing', and '10+ year tenure with Arbor'."
},
"classification": {
"predictions": [
{
"confidence": 0.9999953508377075,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 4.174063633399783e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.9594524758304033e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 1.1269478505937514e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 6.717252176713373e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 4.6150493204777376e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 2.1869457356160638e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.4656912128430122e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 5.862577534543334e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 4.713562429259355e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 1.5210914749985704e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.166401419894214e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 4.73384997867754e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 3.9228978399030723e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 3.389905578465857e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.7906154337055114e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.1478729772251839e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 4.2383294790449e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.9245183571769964e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 3.968862998665612e-12,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 3.203739573978681e-12,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.1147710358982987e-12,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 5.829437952319105e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.772535990536786e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 1.6978551811014375e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 3.613866408273651e-14,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "parse-01m2p7m266fxq7tz5xsx2j0nyg",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-3",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 37.48102569580078,
"t": 296.10638427734375,
"r": 118.50105285644531,
"b": 202.85595703125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/94"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 82.0,
"height": 93.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9999953508377075
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.174063633399783e-06
},
{
"class_name": "icon",
"confidence": 1.9594524758304033e-07
},
{
"class_name": "logo",
"confidence": 1.1269478505937514e-07
},
{
"class_name": "page_thumbnail",
"confidence": 6.717252176713373e-08
},
{
"class_name": "full_page_image",
"confidence": 4.6150493204777376e-08
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.1869457356160638e-08
},
{
"class_name": "other",
"confidence": 1.4656912128430122e-08
},
{
"class_name": "geographical_map",
"confidence": 5.862577534543334e-09
},
{
"class_name": "engineering_drawing",
"confidence": 4.713562429259355e-09
},
{
"class_name": "chemistry_structure",
"confidence": 1.5210914749985704e-09
},
{
"class_name": "music",
"confidence": 1.166401419894214e-09
},
{
"class_name": "signature",
"confidence": 4.73384997867754e-10
},
{
"class_name": "calendar",
"confidence": 3.9228978399030723e-10
},
{
"class_name": "stamp",
"confidence": 3.389905578465857e-10
},
{
"class_name": "qr_code",
"confidence": 1.7906154337055114e-10
},
{
"class_name": "topographical_map",
"confidence": 1.1478729772251839e-10
},
{
"class_name": "flow_chart",
"confidence": 4.2383294790449e-11
},
{
"class_name": "bar_code",
"confidence": 1.9245183571769964e-11
},
{
"class_name": "bar_chart",
"confidence": 3.968862998665612e-12
},
{
"class_name": "table",
"confidence": 3.203739573978681e-12
},
{
"class_name": "scatter_plot",
"confidence": 1.1147710358982987e-12
},
{
"class_name": "pie_chart",
"confidence": 5.829437952319105e-13
},
{
"class_name": "line_chart",
"confidence": 4.772535990536786e-13
},
{
"class_name": "crossword_puzzle",
"confidence": 1.6978551811014375e-13
},
{
"class_name": "box_plot",
"confidence": 3.613866408273651e-14
}
]
}
]
},
{
"self_ref": "#/pictures/26",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/95"
}
],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "This is a professional profile card featuring a headshot of a man, Danny van der Reis, on the left, set against a grey background. To the right, there is a list of his professional credentials presented as bullet points."
},
"classification": {
"predictions": [
{
"confidence": 0.9999487400054932,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 4.098106364835985e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 6.752392891939962e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 2.235091415059287e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.41952408891666e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.372164201209671e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.6353784815237304e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 1.229239501299162e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 7.244217670177022e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 4.960588029234714e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 3.583693342079641e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.3703488122018825e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 9.560393365859454e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 7.60630758378511e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 5.001380642966069e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.8881246283418704e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.678594013261204e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 6.738863356225977e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 4.973648159989352e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 3.9803793594472836e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.8059508322696445e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.787427011956666e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.2225374879104578e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 7.993120748617244e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.2759011729090997e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.3098374381653732e-12,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "parse-01m2p7m266fxq7tz5xsx2j0nyg",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-4",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 283.19427490234375,
"t": 296.1234130859375,
"r": 363.4866638183594,
"b": 201.6346435546875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/95"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 80.0,
"height": 94.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9999487400054932
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.098106364835985e-05
},
{
"class_name": "icon",
"confidence": 6.752392891939962e-06
},
{
"class_name": "logo",
"confidence": 2.235091415059287e-06
},
{
"class_name": "chemistry_structure",
"confidence": 4.41952408891666e-07
},
{
"class_name": "full_page_image",
"confidence": 3.372164201209671e-07
},
{
"class_name": "engineering_drawing",
"confidence": 1.6353784815237304e-07
},
{
"class_name": "other",
"confidence": 1.229239501299162e-07
},
{
"class_name": "geographical_map",
"confidence": 7.244217670177022e-08
},
{
"class_name": "flow_chart",
"confidence": 4.960588029234714e-08
},
{
"class_name": "page_thumbnail",
"confidence": 3.583693342079641e-08
},
{
"class_name": "signature",
"confidence": 1.3703488122018825e-08
},
{
"class_name": "stamp",
"confidence": 9.560393365859454e-09
},
{
"class_name": "qr_code",
"confidence": 7.60630758378511e-09
},
{
"class_name": "screenshot_from_manual",
"confidence": 5.001380642966069e-09
},
{
"class_name": "calendar",
"confidence": 2.8881246283418704e-09
},
{
"class_name": "pie_chart",
"confidence": 2.678594013261204e-09
},
{
"class_name": "music",
"confidence": 6.738863356225977e-10
},
{
"class_name": "bar_chart",
"confidence": 4.973648159989352e-10
},
{
"class_name": "table",
"confidence": 3.9803793594472836e-10
},
{
"class_name": "bar_code",
"confidence": 3.8059508322696445e-10
},
{
"class_name": "scatter_plot",
"confidence": 1.787427011956666e-10
},
{
"class_name": "line_chart",
"confidence": 1.2225374879104578e-10
},
{
"class_name": "topographical_map",
"confidence": 7.993120748617244e-11
},
{
"class_name": "box_plot",
"confidence": 1.2759011729090997e-11
},
{
"class_name": "crossword_puzzle",
"confidence": 1.3098374381653732e-12
}
]
}
]
},
{
"self_ref": "#/pictures/27",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/96"
}
],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A professional profile image featuring a portrait of a man on the left and a text block on the right. The portrait shows Jeff Lee, a man with grey hair, smiling slightly and wearing a blue suit jacket and light blue shirt. To his right, a white rectangular panel contains text bullet points."
},
"classification": {
"predictions": [
{
"confidence": 0.9999650716781616,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 3.3548592909937724e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 5.129746227794385e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.797458703047596e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 1.508445990339169e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 8.695077724496514e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 6.9178433648176e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 5.396219293629656e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 4.8806604979745316e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.0913347558982878e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 5.6548303817294254e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 3.583490171266135e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.3276616472879255e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.203916299985508e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 9.599593342457524e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 6.561617360567595e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.838966006724064e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.782417408113801e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 7.649285371780223e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 5.3547895284555835e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 3.1910449976857436e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.4508809952074042e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 1.3572613519197141e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 8.524052123870529e-12,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 6.957602896595638e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.8029876054762315e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "parse-01m2p7m266fxq7tz5xsx2j0nyg",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-5",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 531.0824584960938,
"t": 296.1394348144531,
"r": 610.7254638671875,
"b": 202.40252685546875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/96"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 80.0,
"height": 94.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9999650716781616
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.3548592909937724e-05
},
{
"class_name": "other",
"confidence": 5.129746227794385e-07
},
{
"class_name": "icon",
"confidence": 3.797458703047596e-07
},
{
"class_name": "logo",
"confidence": 1.508445990339169e-07
},
{
"class_name": "full_page_image",
"confidence": 8.695077724496514e-08
},
{
"class_name": "chemistry_structure",
"confidence": 6.9178433648176e-08
},
{
"class_name": "engineering_drawing",
"confidence": 5.396219293629656e-08
},
{
"class_name": "geographical_map",
"confidence": 4.8806604979745316e-08
},
{
"class_name": "page_thumbnail",
"confidence": 1.0913347558982878e-08
},
{
"class_name": "signature",
"confidence": 5.6548303817294254e-09
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.583490171266135e-09
},
{
"class_name": "music",
"confidence": 1.3276616472879255e-09
},
{
"class_name": "stamp",
"confidence": 1.203916299985508e-09
},
{
"class_name": "topographical_map",
"confidence": 9.599593342457524e-10
},
{
"class_name": "calendar",
"confidence": 6.561617360567595e-10
},
{
"class_name": "flow_chart",
"confidence": 2.838966006724064e-10
},
{
"class_name": "qr_code",
"confidence": 1.782417408113801e-10
},
{
"class_name": "bar_chart",
"confidence": 7.649285371780223e-11
},
{
"class_name": "scatter_plot",
"confidence": 5.3547895284555835e-11
},
{
"class_name": "table",
"confidence": 3.1910449976857436e-11
},
{
"class_name": "line_chart",
"confidence": 1.4508809952074042e-11
},
{
"class_name": "pie_chart",
"confidence": 1.3572613519197141e-11
},
{
"class_name": "bar_code",
"confidence": 8.524052123870529e-12
},
{
"class_name": "box_plot",
"confidence": 6.957602896595638e-13
},
{
"class_name": "crossword_puzzle",
"confidence": 2.8029876054762315e-13
}
]
}
]
},
{
"self_ref": "#/pictures/28",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/97"
}
],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "This image is a professional profile graphic featuring a portrait of Kevin Wachter on the left, set against a dark grey background. Below his portrait, his name, 'Kevin Wachter', is displayed in bold text on a light cream-colored background. To the right of the portrait, there is a white panel containing two bullet points: 'EVP, Asset Finance and Treasury' and '20 years of capital markets and loan origination experience at institutional debt funds and mortgage REITs'."
},
"classification": {
"predictions": [
{
"confidence": 0.9999933242797852,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 4.258029548509512e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.7865609152067918e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 3.8538428270840086e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 1.2199221544051397e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.1717250458787021e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.2803961385875482e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 4.715216661566046e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 3.5730058911553897e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 1.7646448746688748e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.2429380857881256e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 7.650088895694296e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 5.195141539182657e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 3.2545355299617995e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 3.042101570649436e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.0646563625437153e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.6663999347077407e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 4.5454248004395126e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.1531234300754534e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.0471130039435561e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 6.821951857582942e-12,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.0423679063994995e-12,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 6.889683051500284e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.2461925982403264e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.1931167859247083e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 2.8238650363909303e-14,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "parse-01m2p7m266fxq7tz5xsx2j0nyg",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-6",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 37.48622512817383,
"t": 159.480224609375,
"r": 119.41011810302734,
"b": 67.599853515625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/97"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 82.0,
"height": 91.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9999933242797852
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.258029548509512e-06
},
{
"class_name": "icon",
"confidence": 1.7865609152067918e-06
},
{
"class_name": "logo",
"confidence": 3.8538428270840086e-07
},
{
"class_name": "full_page_image",
"confidence": 1.2199221544051397e-07
},
{
"class_name": "page_thumbnail",
"confidence": 1.1717250458787021e-07
},
{
"class_name": "other",
"confidence": 2.2803961385875482e-08
},
{
"class_name": "screenshot_from_manual",
"confidence": 4.715216661566046e-09
},
{
"class_name": "engineering_drawing",
"confidence": 3.5730058911553897e-09
},
{
"class_name": "music",
"confidence": 1.7646448746688748e-09
},
{
"class_name": "chemistry_structure",
"confidence": 1.2429380857881256e-09
},
{
"class_name": "stamp",
"confidence": 7.650088895694296e-10
},
{
"class_name": "qr_code",
"confidence": 5.195141539182657e-10
},
{
"class_name": "geographical_map",
"confidence": 3.2545355299617995e-10
},
{
"class_name": "calendar",
"confidence": 3.042101570649436e-10
},
{
"class_name": "flow_chart",
"confidence": 2.0646563625437153e-10
},
{
"class_name": "signature",
"confidence": 1.6663999347077407e-10
},
{
"class_name": "bar_code",
"confidence": 4.5454248004395126e-11
},
{
"class_name": "table",
"confidence": 1.1531234300754534e-11
},
{
"class_name": "bar_chart",
"confidence": 1.0471130039435561e-11
},
{
"class_name": "pie_chart",
"confidence": 6.821951857582942e-12
},
{
"class_name": "topographical_map",
"confidence": 1.0423679063994995e-12
},
{
"class_name": "line_chart",
"confidence": 6.889683051500284e-13
},
{
"class_name": "scatter_plot",
"confidence": 2.2461925982403264e-13
},
{
"class_name": "crossword_puzzle",
"confidence": 1.1931167859247083e-13
},
{
"class_name": "box_plot",
"confidence": 2.8238650363909303e-14
}
]
}
]
},
{
"self_ref": "#/pictures/29",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/98"
}
],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "This image is a professional profile card featuring a headshot of Gene Kilgore on the left, positioned above his name. To the right, there is a bulleted list of three key professional qualifications. The background of the name section is a light cream color, while the rest of the background is white."
},
"classification": {
"predictions": [
{
"confidence": 0.9999767541885376,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 2.1768912120023742e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 7.928690592962084e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 4.2749687167997763e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.6904208166579338e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.7375511513791935e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 1.9709277765400657e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.4651637236795523e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.354463208258494e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 6.072120584121876e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.976054318068691e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.0542151030488185e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 2.1113761849989032e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.524749326797803e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 8.251410665849335e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 3.841421902794906e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 6.96919397191742e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 4.945915552112545e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.4105753851366707e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.2574962732502257e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 2.167760936033769e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.2807793020597202e-11,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 2.3394587048836124e-12,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 9.49179645472198e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.5891393832356132e-13,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 7.683725888624898e-14,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "parse-01m2p7m266fxq7tz5xsx2j0nyg",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-7",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 284.0870056152344,
"t": 159.586181640625,
"r": 363.54278564453125,
"b": 67.34014892578125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/98"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 80.0,
"height": 93.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9999767541885376
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.1768912120023742e-05
},
{
"class_name": "other",
"confidence": 7.928690592962084e-07
},
{
"class_name": "full_page_image",
"confidence": 4.2749687167997763e-07
},
{
"class_name": "logo",
"confidence": 1.6904208166579338e-07
},
{
"class_name": "icon",
"confidence": 4.7375511513791935e-08
},
{
"class_name": "geographical_map",
"confidence": 1.9709277765400657e-08
},
{
"class_name": "page_thumbnail",
"confidence": 1.4651637236795523e-08
},
{
"class_name": "chemistry_structure",
"confidence": 1.354463208258494e-08
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.072120584121876e-09
},
{
"class_name": "engineering_drawing",
"confidence": 5.976054318068691e-09
},
{
"class_name": "music",
"confidence": 3.0542151030488185e-09
},
{
"class_name": "signature",
"confidence": 2.1113761849989032e-09
},
{
"class_name": "calendar",
"confidence": 1.524749326797803e-09
},
{
"class_name": "topographical_map",
"confidence": 8.251410665849335e-10
},
{
"class_name": "stamp",
"confidence": 3.841421902794906e-10
},
{
"class_name": "qr_code",
"confidence": 6.96919397191742e-11
},
{
"class_name": "flow_chart",
"confidence": 4.945915552112545e-11
},
{
"class_name": "scatter_plot",
"confidence": 2.4105753851366707e-11
},
{
"class_name": "bar_chart",
"confidence": 2.2574962732502257e-11
},
{
"class_name": "table",
"confidence": 2.167760936033769e-11
},
{
"class_name": "bar_code",
"confidence": 1.2807793020597202e-11
},
{
"class_name": "line_chart",
"confidence": 2.3394587048836124e-12
},
{
"class_name": "pie_chart",
"confidence": 9.49179645472198e-13
},
{
"class_name": "crossword_puzzle",
"confidence": 1.5891393832356132e-13
},
{
"class_name": "box_plot",
"confidence": 7.683725888624898e-14
}
]
}
]
},
{
"self_ref": "#/pictures/30",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/99"
}
],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A professional profile graphic featuring a headshot of a man on the left and his professional credentials on the right."
},
"classification": {
"predictions": [
{
"confidence": 0.9925939440727234,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.003095109947025776,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0022551894653588533,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.001258248696103692,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.00024267708067782223,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0002378489589318633,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 8.535763481631875e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 6.142669735709205e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 3.1648873118683696e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.0748502467758954e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.5831339624128304e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 1.30843263832503e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 1.1238935258006677e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.1180074579897337e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.1077921044488903e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 8.327777322847396e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 7.759883374092169e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 7.11302391209756e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 6.909021976753138e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 6.2425069700111635e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 5.14312114319182e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 2.542445827202755e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.0447130307511543e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 3.516324511565472e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 5.038211625674194e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 4.544245513216083e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
}
]
},
"quber__figure_job_id": "parse-01m2p7m266fxq7tz5xsx2j0nyg",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-8",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 529.8013916015625,
"t": 159.63845825195312,
"r": 610.5341796875,
"b": 67.01934814453125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/99"
}
],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 81.0,
"height": 93.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "photograph",
"confidence": 0.9925939440727234
},
{
"class_name": "icon",
"confidence": 0.003095109947025776
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0022551894653588533
},
{
"class_name": "logo",
"confidence": 0.001258248696103692
},
{
"class_name": "other",
"confidence": 0.00024267708067782223
},
{
"class_name": "full_page_image",
"confidence": 0.0002378489589318633
},
{
"class_name": "music",
"confidence": 8.535763481631875e-05
},
{
"class_name": "page_thumbnail",
"confidence": 6.142669735709205e-05
},
{
"class_name": "chemistry_structure",
"confidence": 3.1648873118683696e-05
},
{
"class_name": "flow_chart",
"confidence": 3.0748502467758954e-05
},
{
"class_name": "bar_chart",
"confidence": 1.5831339624128304e-05
},
{
"class_name": "engineering_drawing",
"confidence": 1.30843263832503e-05
},
{
"class_name": "qr_code",
"confidence": 1.1238935258006677e-05
},
{
"class_name": "signature",
"confidence": 1.1180074579897337e-05
},
{
"class_name": "geographical_map",
"confidence": 1.1077921044488903e-05
},
{
"class_name": "calendar",
"confidence": 8.327777322847396e-06
},
{
"class_name": "table",
"confidence": 7.759883374092169e-06
},
{
"class_name": "stamp",
"confidence": 7.11302391209756e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.909021976753138e-06
},
{
"class_name": "line_chart",
"confidence": 6.2425069700111635e-06
},
{
"class_name": "pie_chart",
"confidence": 5.14312114319182e-06
},
{
"class_name": "bar_code",
"confidence": 2.542445827202755e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.0447130307511543e-06
},
{
"class_name": "topographical_map",
"confidence": 3.516324511565472e-07
},
{
"class_name": "box_plot",
"confidence": 5.038211625674194e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 4.544245513216083e-08
}
]
}
]
},
{
"self_ref": "#/pictures/31",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9659565091133118,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.03259069472551346,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0010143290273845196,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.00013831289834342897,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.0001208867397508584,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 4.61854251625482e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 3.1611034501111135e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.7503851267974824e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.6078682165243663e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.3994014807394706e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.056002474797424e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 8.13633687357651e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 7.422596809192328e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.692257557006087e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.806221452075988e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 4.5827432586520445e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.4359281926299445e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 2.3824438812880544e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 2.294650585099589e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.3315358273757738e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 7.491639166801178e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.931840927227313e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.1076101458229459e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 6.475214320289524e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.7550258135656804e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.1466858573783156e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 690.7823486328125,
"t": 33.21563720703125,
"r": 725.7213745117188,
"b": 6.45904541015625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 35.0,
"height": 27.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9659565091133118
},
{
"class_name": "logo",
"confidence": 0.03259069472551346
},
{
"class_name": "bar_code",
"confidence": 0.0010143290273845196
},
{
"class_name": "stamp",
"confidence": 0.00013831289834342897
},
{
"class_name": "bar_chart",
"confidence": 0.0001208867397508584
},
{
"class_name": "calendar",
"confidence": 4.61854251625482e-05
},
{
"class_name": "music",
"confidence": 3.1611034501111135e-05
},
{
"class_name": "page_thumbnail",
"confidence": 1.7503851267974824e-05
},
{
"class_name": "photograph",
"confidence": 1.6078682165243663e-05
},
{
"class_name": "flow_chart",
"confidence": 1.3994014807394706e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.056002474797424e-05
},
{
"class_name": "pie_chart",
"confidence": 8.13633687357651e-06
},
{
"class_name": "qr_code",
"confidence": 7.422596809192328e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.692257557006087e-06
},
{
"class_name": "engineering_drawing",
"confidence": 5.806221452075988e-06
},
{
"class_name": "chemistry_structure",
"confidence": 4.5827432586520445e-06
},
{
"class_name": "other",
"confidence": 3.4359281926299445e-06
},
{
"class_name": "table",
"confidence": 2.3824438812880544e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.294650585099589e-06
},
{
"class_name": "line_chart",
"confidence": 1.3315358273757738e-06
},
{
"class_name": "signature",
"confidence": 7.491639166801178e-07
},
{
"class_name": "full_page_image",
"confidence": 1.931840927227313e-07
},
{
"class_name": "geographical_map",
"confidence": 1.1076101458229459e-07
},
{
"class_name": "box_plot",
"confidence": 6.475214320289524e-08
},
{
"class_name": "scatter_plot",
"confidence": 1.7550258135656804e-08
},
{
"class_name": "topographical_map",
"confidence": 1.1466858573783156e-08
}
]
}
]
},
{
"self_ref": "#/pictures/32",
"parent": {
"$ref": "#/groups/4"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "The figure presents a comparison between two business segments: 'Structured Business' and 'Agency Business', organized into a table-like layout with three rows: 'Description', 'Highlights', and 'Portfolio ($B)'.\n\n| Category | Structured Business | Agency Business |\n| --- | --- | --- |\n| Description | Originate real estate loans and hold on balance sheet. Invests in the multifamily, Single-Family Rental, and commercial real estate markets. | Originate, sell, and service real estate loans for GSEs. Short-term assets: Loans held-for-sale. Long-term assets: Capitalized mortgage servicing rights (\"MSRs\"). |\n| Highlights | Best-in-class balance sheet loan origination business. Strong risk-adjusted returns. Proprietary Single-Family Rental platform. Weighted average of ~21 months to maturity. | Capital-light business. High barriers to entry. Visibility on prepayment protected annual servicing fee revenue of ~$129M. Weighted average life of portfolio of ~6 years. |\n| Portfolio ($B) | Donut chart showing $12.0B Structured loan portfolio: Multifamily bridge loans $7.9, SFR bridge loans $3.3, Mezzanine and Preferred Equity loans $0.5, APC $0.3. | Donut chart showing $36.3B GSE servicing portfolio: Fannie Mae $24.3, Freddie Mac $7.4, Private Label $2.5, Other $2.1. |"
},
"classification": {
"predictions": [
{
"confidence": 0.9984357953071594,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0007656867383047938,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0005083751166239381,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.00021686573745682836,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 2.8931208362337202e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 1.3852648407919332e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 8.543489457224496e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 8.275464097096119e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 5.068690370535478e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 2.1228918285487453e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.0358781966933748e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 1.4016361546964617e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 9.267253062716918e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 6.266471928029205e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 5.481363132275874e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 3.0713783871760825e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 2.370117897498858e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.718639879300099e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.372010842715099e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.9218713488462527e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.9264882073221088e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.1708940423081913e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.1212406053905397e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.9108151505520254e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.5373023742881742e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.403999938531797e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7mcsm8regncn9kefxp22g",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "1",
"kind": "footnote",
"label": "Loans held-for-sale"
},
{
"marker": "2",
"kind": "footnote",
"label": "Capitalized mortgage servicing rights (\"MSRs\")"
},
{
"marker": "3",
"kind": "footnote",
"label": "Weighted average of ~21 months to maturity"
},
{
"marker": "4",
"kind": "footnote",
"label": "Visibility on prepayment protected annual servicing fee revenue of ~$129M"
},
{
"marker": "5",
"kind": "footnote",
"label": "% of LTM Agency Net Revenue"
},
{
"marker": "4",
"kind": "footnote",
"label": "Servicing fees"
},
{
"marker": "1",
"kind": "footnote",
"label": "Gain on sale of loans"
},
{
"marker": "6",
"kind": "footnote",
"label": "Gain on sale of loans"
},
{
"marker": "1",
"kind": "footnote",
"label": "Interest income on loans held-for-sale"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Source: Company filings (As of March 31, 2026, unless otherwise noted)"
},
{
"marker": "1",
"text": "Represents loans originated and sold under the GSE and HUD programs, which are generally transferred or sold within 60 days of loan origination, as well as Private Label loans, which are either sold instantaneously or pooled and securitized, or sold, within 180 days of loan origination"
},
{
"marker": "2",
"text": "Based on the discounted expected net cash flows associated with the servicing of the loan"
},
{
"marker": "3",
"text": "Inclusive of extension options"
},
{
"marker": "4",
"text": "Weighted average servicing fee of 35.5bps on $36.3B portfolio"
},
{
"marker": "5",
"text": "Excludes impact of MSRs net of amortization, derivative instruments, and other income"
},
{
"marker": "6",
"text": "Includes commitment fees, broker fees, loan assumption fees, loan origination fees"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 7,
"bbox": {
"l": 29.21688,
"t": 544.1230800000001,
"r": 760.77144,
"b": 289.63512000000003,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 732.0,
"height": 256.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9984357953071594
},
{
"class_name": "calendar",
"confidence": 0.0007656867383047938
},
{
"class_name": "icon",
"confidence": 0.0005083751166239381
},
{
"class_name": "bar_chart",
"confidence": 0.00021686573745682836
},
{
"class_name": "logo",
"confidence": 2.8931208362337202e-05
},
{
"class_name": "flow_chart",
"confidence": 1.3852648407919332e-05
},
{
"class_name": "table",
"confidence": 8.543489457224496e-06
},
{
"class_name": "line_chart",
"confidence": 8.275464097096119e-06
},
{
"class_name": "other",
"confidence": 5.068690370535478e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.1228918285487453e-06
},
{
"class_name": "engineering_drawing",
"confidence": 2.0358781966933748e-06
},
{
"class_name": "music",
"confidence": 1.4016361546964617e-06
},
{
"class_name": "geographical_map",
"confidence": 9.267253062716918e-07
},
{
"class_name": "page_thumbnail",
"confidence": 6.266471928029205e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 5.481363132275874e-07
},
{
"class_name": "full_page_image",
"confidence": 3.0713783871760825e-07
},
{
"class_name": "chemistry_structure",
"confidence": 2.370117897498858e-07
},
{
"class_name": "stamp",
"confidence": 1.718639879300099e-07
},
{
"class_name": "photograph",
"confidence": 1.372010842715099e-07
},
{
"class_name": "signature",
"confidence": 5.9218713488462527e-08
},
{
"class_name": "scatter_plot",
"confidence": 2.9264882073221088e-08
},
{
"class_name": "topographical_map",
"confidence": 2.1708940423081913e-08
},
{
"class_name": "qr_code",
"confidence": 2.1212406053905397e-08
},
{
"class_name": "box_plot",
"confidence": 1.9108151505520254e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 1.5373023742881742e-08
},
{
"class_name": "bar_code",
"confidence": 1.403999938531797e-08
}
]
}
]
},
{
"self_ref": "#/pictures/33",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9649420380592346,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.033430151641368866,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.000998785486444831,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0003178406332153827,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00013125926489010453,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.753095006686635e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.9925278795417398e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.193240106862504e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.120238059433177e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.9751090803765692e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 9.806054549699184e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.617215032951208e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.451976787502645e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.846021849720273e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.6811860556772444e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.6577050650521414e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.415747869439656e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.170443733324646e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.076010443692212e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.106014906326891e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.877700294196984e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.3732792442388018e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 7.525277112563344e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 5.2580013232272904e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0813887563188018e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.7689911453783225e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 7,
"bbox": {
"l": 690.7318725585938,
"t": 34.794677734375,
"r": 726.2579345703125,
"b": 6.43798828125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 35.0,
"height": 29.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9649420380592346
},
{
"class_name": "logo",
"confidence": 0.033430151641368866
},
{
"class_name": "bar_code",
"confidence": 0.000998785486444831
},
{
"class_name": "bar_chart",
"confidence": 0.0003178406332153827
},
{
"class_name": "stamp",
"confidence": 0.00013125926489010453
},
{
"class_name": "calendar",
"confidence": 3.753095006686635e-05
},
{
"class_name": "flow_chart",
"confidence": 2.9925278795417398e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.193240106862504e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.120238059433177e-05
},
{
"class_name": "music",
"confidence": 1.9751090803765692e-05
},
{
"class_name": "photograph",
"confidence": 9.806054549699184e-06
},
{
"class_name": "qr_code",
"confidence": 7.617215032951208e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.451976787502645e-06
},
{
"class_name": "pie_chart",
"confidence": 5.846021849720273e-06
},
{
"class_name": "other",
"confidence": 4.6811860556772444e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.6577050650521414e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.415747869439656e-06
},
{
"class_name": "table",
"confidence": 3.170443733324646e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.076010443692212e-06
},
{
"class_name": "line_chart",
"confidence": 1.106014906326891e-06
},
{
"class_name": "signature",
"confidence": 3.877700294196984e-07
},
{
"class_name": "full_page_image",
"confidence": 2.3732792442388018e-07
},
{
"class_name": "geographical_map",
"confidence": 7.525277112563344e-08
},
{
"class_name": "box_plot",
"confidence": 5.2580013232272904e-08
},
{
"class_name": "scatter_plot",
"confidence": 1.0813887563188018e-08
},
{
"class_name": "topographical_map",
"confidence": 6.7689911453783225e-09
}
]
}
]
},
{
"self_ref": "#/pictures/34",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "Two pie charts comparing data for the years 2025 and 2024. The 2025 chart is labeled with a total value of approximately $8.4B, and the 2024 chart is labeled with a total value of approximately $6.8B. Both charts display percentage distributions across different segments represented by distinct colors.\n\n| Year | Segment 1 (Dark Green) | Segment 2 (Dark Blue) | Segment 3 (Orange) | Segment 4 (Grey) | Segment 5 (Light Green) | Segment 6 (Light Blue/Grey) |\n| --- | --- | --- | --- | --- | --- | --- |\n| 2025 | 59% | 18% | 14% | 6% | 2% | 1% |\n| 2024 | 64% | 26% | 7% | 2% | 1% | - |"
},
"classification": {
"predictions": [
{
"confidence": 0.9998748302459717,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 7.492351141991094e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 2.406845669611357e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 7.252689556480618e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 4.706632353190798e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.1273734748538118e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 2.8242634471098427e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.1135433598828968e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 1.4543236375175184e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 8.854048587636498e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 7.537947794844513e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 7.313516334761516e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 6.271070560615044e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 5.36330162503873e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 3.133154393708537e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.49750144121208e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.6831452853693918e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.4465504705185595e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.4146671389880794e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 9.568393721792745e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 7.1129321099761e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.1104649644266829e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.0545663897687518e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 8.559267961061323e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 5.2062429922727915e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.869543408972163e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7mcvpgrg42d85dj12gra7",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 33.86592,
"t": 527.37264,
"r": 392.99039999999997,
"b": 253.64952000000002,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 360.0,
"height": 275.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9998748302459717
},
{
"class_name": "bar_chart",
"confidence": 7.492351141991094e-05
},
{
"class_name": "table",
"confidence": 2.406845669611357e-05
},
{
"class_name": "calendar",
"confidence": 7.252689556480618e-06
},
{
"class_name": "line_chart",
"confidence": 4.706632353190798e-06
},
{
"class_name": "icon",
"confidence": 3.1273734748538118e-06
},
{
"class_name": "flow_chart",
"confidence": 2.8242634471098427e-06
},
{
"class_name": "other",
"confidence": 2.1135433598828968e-06
},
{
"class_name": "page_thumbnail",
"confidence": 1.4543236375175184e-06
},
{
"class_name": "engineering_drawing",
"confidence": 8.854048587636498e-07
},
{
"class_name": "screenshot_from_computer",
"confidence": 7.537947794844513e-07
},
{
"class_name": "logo",
"confidence": 7.313516334761516e-07
},
{
"class_name": "full_page_image",
"confidence": 6.271070560615044e-07
},
{
"class_name": "geographical_map",
"confidence": 5.36330162503873e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.133154393708537e-07
},
{
"class_name": "photograph",
"confidence": 2.49750144121208e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.6831452853693918e-07
},
{
"class_name": "topographical_map",
"confidence": 1.4465504705185595e-07
},
{
"class_name": "chemistry_structure",
"confidence": 1.4146671389880794e-07
},
{
"class_name": "music",
"confidence": 9.568393721792745e-08
},
{
"class_name": "stamp",
"confidence": 7.1129321099761e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 1.1104649644266829e-08
},
{
"class_name": "box_plot",
"confidence": 1.0545663897687518e-08
},
{
"class_name": "signature",
"confidence": 8.559267961061323e-09
},
{
"class_name": "bar_code",
"confidence": 5.2062429922727915e-09
},
{
"class_name": "qr_code",
"confidence": 1.869543408972163e-09
}
]
}
]
},
{
"self_ref": "#/pictures/35",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A pie chart titled '2023' representing a total value of approximately $6.8 billion. The chart is divided into five segments with the following distribution: 74%, 18%, 6%, 1%, and 1%.\n\n| Category | Percentage |\n| --- | --- |\n| (Unlabeled/Largest Slice) | 74% |\n| Mezz/PE | 1% |\n| SFR^1 | 18% |\n| APC | 6% |\n| (Unlabeled/Smallest Slice) | 1% |"
},
"classification": {
"predictions": [
{
"confidence": 0.9969858527183533,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0022499551996588707,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0003672521561384201,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0001303038006881252,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 7.395260035991669e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 4.968120265402831e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 3.2401239877799526e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 2.8288417524890974e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 1.6414793208241463e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.1596597687457688e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 8.92342723091133e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 8.472963600070216e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.0436867645184975e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 6.69892779114889e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.597948984359391e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.110486315767048e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 3.653376779766404e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 3.3712026379362214e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.4094624677672982e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.372939434280852e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 8.688295451975137e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.520452764860238e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.4349233740394993e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.331120671466124e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.0067181221984356e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 5.079360576587533e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7mcvpgrg42d85dj12gra7",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-1",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 401.50054931640625,
"t": 526.7588500976562,
"r": 572.169677734375,
"b": 254.93768310546875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 170.0,
"height": 272.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9969858527183533
},
{
"class_name": "bar_chart",
"confidence": 0.0022499551996588707
},
{
"class_name": "table",
"confidence": 0.0003672521561384201
},
{
"class_name": "line_chart",
"confidence": 0.0001303038006881252
},
{
"class_name": "calendar",
"confidence": 7.395260035991669e-05
},
{
"class_name": "flow_chart",
"confidence": 4.968120265402831e-05
},
{
"class_name": "icon",
"confidence": 3.2401239877799526e-05
},
{
"class_name": "other",
"confidence": 2.8288417524890974e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.6414793208241463e-05
},
{
"class_name": "engineering_drawing",
"confidence": 1.1596597687457688e-05
},
{
"class_name": "geographical_map",
"confidence": 8.92342723091133e-06
},
{
"class_name": "page_thumbnail",
"confidence": 8.472963600070216e-06
},
{
"class_name": "full_page_image",
"confidence": 7.0436867645184975e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.69892779114889e-06
},
{
"class_name": "logo",
"confidence": 5.597948984359391e-06
},
{
"class_name": "photograph",
"confidence": 4.110486315767048e-06
},
{
"class_name": "music",
"confidence": 3.653376779766404e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.3712026379362214e-06
},
{
"class_name": "scatter_plot",
"confidence": 2.4094624677672982e-06
},
{
"class_name": "topographical_map",
"confidence": 2.372939434280852e-06
},
{
"class_name": "stamp",
"confidence": 8.688295451975137e-07
},
{
"class_name": "box_plot",
"confidence": 3.520452764860238e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 2.4349233740394993e-07
},
{
"class_name": "signature",
"confidence": 1.331120671466124e-07
},
{
"class_name": "bar_code",
"confidence": 1.0067181221984356e-07
},
{
"class_name": "qr_code",
"confidence": 5.079360576587533e-08
}
]
}
]
},
{
"self_ref": "#/pictures/36",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9705567955970764,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.027532288804650307,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0010568859288468957,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0004805552598554641,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0001327140344073996,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 5.1010203605983406e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 4.8369241994805634e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 3.658567584352568e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.433810368529521e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.9935991076636128e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.1770910532504786e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 8.760187483858317e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 8.342647561221384e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.72967359807808e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 7.075411758705741e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.9875408219813835e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.426752073210082e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.3193525723618222e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.9441846436384367e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.6333307257809793e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 7.69270116052212e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 3.926155613953597e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.3116792274558975e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.269048084395763e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.579002884000147e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.1344358341602856e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 690.1519775390625,
"t": 34.922119140625,
"r": 727.2457275390625,
"b": 6.2230224609375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 37.0,
"height": 29.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9705567955970764
},
{
"class_name": "logo",
"confidence": 0.027532288804650307
},
{
"class_name": "bar_code",
"confidence": 0.0010568859288468957
},
{
"class_name": "bar_chart",
"confidence": 0.0004805552598554641
},
{
"class_name": "stamp",
"confidence": 0.0001327140344073996
},
{
"class_name": "flow_chart",
"confidence": 5.1010203605983406e-05
},
{
"class_name": "calendar",
"confidence": 4.8369241994805634e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.658567584352568e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.433810368529521e-05
},
{
"class_name": "music",
"confidence": 1.9935991076636128e-05
},
{
"class_name": "qr_code",
"confidence": 1.1770910532504786e-05
},
{
"class_name": "pie_chart",
"confidence": 8.760187483858317e-06
},
{
"class_name": "photograph",
"confidence": 8.342647561221384e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.72967359807808e-06
},
{
"class_name": "other",
"confidence": 7.075411758705741e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.9875408219813835e-06
},
{
"class_name": "table",
"confidence": 3.426752073210082e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.3193525723618222e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.9441846436384367e-06
},
{
"class_name": "line_chart",
"confidence": 1.6333307257809793e-06
},
{
"class_name": "signature",
"confidence": 7.69270116052212e-07
},
{
"class_name": "full_page_image",
"confidence": 3.926155613953597e-07
},
{
"class_name": "geographical_map",
"confidence": 1.3116792274558975e-07
},
{
"class_name": "box_plot",
"confidence": 1.269048084395763e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.579002884000147e-08
},
{
"class_name": "topographical_map",
"confidence": 1.1344358341602856e-08
}
]
}
]
},
{
"self_ref": "#/pictures/37",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A pie chart titled '2022' representing a total value of approximately $11.4 billion. The chart is divided into five segments of varying sizes and colors.\n\n| Category/Segment | Percentage |\n| --- | --- |\n| Dark Blue | 10% |\n| Orange | 48% |\n| Light Gray | 2% |\n| Dark Green | 39% |\n| Light Green | 1% |"
},
"classification": {
"predictions": [
{
"confidence": 0.9912288188934326,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.003675957443192601,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0009496227139607072,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.0008582297014072537,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.000634068506769836,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0006056351121515036,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0004763757169712335,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.00045579217839986086,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.00033592546242289245,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.00017881585517898202,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.0001573552581248805,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 9.3908078270033e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 8.51806762511842e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 7.56804583943449e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 5.837139178765938e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 3.653014573501423e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.512982246116735e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 2.2251946575124748e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.1424501028377563e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.0224377547274344e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 6.74036709824577e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 3.861210643663071e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.8022089989244705e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.4262466265790863e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 6.305796205197112e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 2.2733580351541605e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7mcvpgrg42d85dj12gra7",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-2",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 8,
"bbox": {
"l": 583.84130859375,
"t": 526.4171524047852,
"r": 755.2578125,
"b": 255.022216796875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 171.0,
"height": 271.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9912288188934326
},
{
"class_name": "bar_chart",
"confidence": 0.003675957443192601
},
{
"class_name": "flow_chart",
"confidence": 0.0009496227139607072
},
{
"class_name": "icon",
"confidence": 0.0008582297014072537
},
{
"class_name": "table",
"confidence": 0.000634068506769836
},
{
"class_name": "other",
"confidence": 0.0006056351121515036
},
{
"class_name": "line_chart",
"confidence": 0.0004763757169712335
},
{
"class_name": "engineering_drawing",
"confidence": 0.00045579217839986086
},
{
"class_name": "calendar",
"confidence": 0.00033592546242289245
},
{
"class_name": "page_thumbnail",
"confidence": 0.00017881585517898202
},
{
"class_name": "geographical_map",
"confidence": 0.0001573552581248805
},
{
"class_name": "logo",
"confidence": 9.3908078270033e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 8.51806762511842e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 7.56804583943449e-05
},
{
"class_name": "full_page_image",
"confidence": 5.837139178765938e-05
},
{
"class_name": "scatter_plot",
"confidence": 3.653014573501423e-05
},
{
"class_name": "photograph",
"confidence": 2.512982246116735e-05
},
{
"class_name": "chemistry_structure",
"confidence": 2.2251946575124748e-05
},
{
"class_name": "topographical_map",
"confidence": 2.1424501028377563e-05
},
{
"class_name": "stamp",
"confidence": 1.0224377547274344e-05
},
{
"class_name": "music",
"confidence": 6.74036709824577e-06
},
{
"class_name": "box_plot",
"confidence": 3.861210643663071e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 1.8022089989244705e-06
},
{
"class_name": "signature",
"confidence": 1.4262466265790863e-06
},
{
"class_name": "bar_code",
"confidence": 6.305796205197112e-07
},
{
"class_name": "qr_code",
"confidence": 2.2733580351541605e-07
}
]
}
]
},
{
"self_ref": "#/pictures/38",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "The figure is a stacked bar chart titled 'Total Agency Originations ($B)' showing annual loan origination values from 2019 to 1Q26, broken down by source (Fannie Mae, Freddie Mac, FHA, Conduit, Private Label, and SFR). The chart displays yearly totals at the top of each bar. Below the chart, there is a list of bulleted performance highlights.\n\n| Year | Fannie Mae | Freddie Mac | FHA | Conduit | Private Label | SFR | Total |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| 2019 | 3.3 | 0.7 | - | - | - | - | 4.8 |\n| 2020 | 5.0 | 1.0 | - | - | - | - | 6.7 |\n| 2021 | 3.4 | 1.0 | - | - | - | - | 6.4 |\n| 2022 | 2.9 | 1.4 | - | - | - | - | 4.8 |\n| 2023 | 3.8 | 0.8 | - | - | - | - | 5.1 |\n| 2024 | 2.4 | 1.8 | - | - | - | - | 4.5 |\n| 2025 | 3.0 | 1.9 | - | - | - | - | 5.1 |\n| 1Q26 | 0.6 | - | - | - | - | - | 0.7 |"
},
"classification": {
"predictions": [
{
"confidence": 0.9990426898002625,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0006824499578215182,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.00022582670499105006,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 1.1402956261008512e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.0883528375416063e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.0879926776397042e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 5.020654498366639e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 2.3945428893057397e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.7281457758144825e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.6582764601480449e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.237379706253705e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0859489520953503e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 9.825018878473202e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.090269041829742e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 2.507522651740146e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.592892289181691e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.5868107539063203e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.1521657938828866e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 1.1365467855739553e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 6.284945186507684e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 5.7038960221689194e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 5.182422668781328e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 2.4572516466037087e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 1.9513498372702998e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.6490098175836465e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.3514904750877577e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
}
]
},
"quber__figure_job_id": "parse-01m2p7mczdceegvcczd64wdas1",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 42.25934982299805,
"t": 478.8095397949219,
"r": 372.9963684082031,
"b": 243.47006225585938,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 331.0,
"height": 236.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9990426898002625
},
{
"class_name": "table",
"confidence": 0.0006824499578215182
},
{
"class_name": "line_chart",
"confidence": 0.00022582670499105006
},
{
"class_name": "pie_chart",
"confidence": 1.1402956261008512e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.0883528375416063e-05
},
{
"class_name": "calendar",
"confidence": 1.0879926776397042e-05
},
{
"class_name": "other",
"confidence": 5.020654498366639e-06
},
{
"class_name": "scatter_plot",
"confidence": 2.3945428893057397e-06
},
{
"class_name": "flow_chart",
"confidence": 1.7281457758144825e-06
},
{
"class_name": "full_page_image",
"confidence": 1.6582764601480449e-06
},
{
"class_name": "box_plot",
"confidence": 1.237379706253705e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.0859489520953503e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 9.825018878473202e-07
},
{
"class_name": "geographical_map",
"confidence": 5.090269041829742e-07
},
{
"class_name": "page_thumbnail",
"confidence": 2.507522651740146e-07
},
{
"class_name": "music",
"confidence": 1.592892289181691e-07
},
{
"class_name": "qr_code",
"confidence": 1.5868107539063203e-07
},
{
"class_name": "icon",
"confidence": 1.1521657938828866e-07
},
{
"class_name": "chemistry_structure",
"confidence": 1.1365467855739553e-07
},
{
"class_name": "logo",
"confidence": 6.284945186507684e-08
},
{
"class_name": "stamp",
"confidence": 5.7038960221689194e-08
},
{
"class_name": "photograph",
"confidence": 5.182422668781328e-08
},
{
"class_name": "topographical_map",
"confidence": 2.4572516466037087e-08
},
{
"class_name": "bar_code",
"confidence": 1.9513498372702998e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 1.6490098175836465e-08
},
{
"class_name": "signature",
"confidence": 1.3514904750877577e-08
}
]
}
]
},
{
"self_ref": "#/pictures/39",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A stacked bar chart titled 'Agency Servicing Portfolio ($B)' showing growth from 2019 to 1Q26. The bars are segmented by loan type: Fannie Mae (dark green), Freddie Mac (medium green), FHA (light green), Private Label (orange), SFR (grey), and Bridge (tan). An upward-pointing arrow overlays the chart, indicating a 'CAGR: 10%'. Data values are labeled above each bar and on the Fannie Mae segment.\n\nBelow the chart, text bullet points summarize key financial metrics: '~$36.3B servicing portfolio, 100% focused on multifamily', 'Generates significant prepayment protected revenue stream of ~$129M annually with 6 year weighted average remaining life', '~$2.0B cash/escrow balances (earns ~$66M annually)', and '~$466M estimated fair market value of MSR with a carrying value of ~$332M'.\n\n| Year | Fannie Mae | Freddie Mac | FHA | Private Label | SFR | Bridge | Total ($B) |\n| --- | --- | --- | --- | --- | --- | --- | --- |\n| 2019 | 14.8 | - | - | - | - | - | 20.1 |\n| 2020 | 18.3 | - | - | - | - | - | 24.6 |\n| 2021 | 19.1 | - | - | - | - | - | 27.0 |\n| 2022 | 19.0 | - | - | - | - | - | 28.0 |\n| 2023 | 21.3 | - | - | - | - | - | 31.0 |\n| 2024 | 22.7 | - | - | - | - | - | 33.5 |\n| 2025 | 24.1 | - | - | - | - | - | 36.2 |\n| 1Q26 | 24.3 | - | - | - | - | - | 36.3 |"
},
"classification": {
"predictions": [
{
"confidence": 0.7518531680107117,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.24244347214698792,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.002731401240453124,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0008731256821192801,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0006149067776277661,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.00032465619733557105,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.0001698337437119335,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 0.00012353983765933663,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.00011423757678130642,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 9.072029206436127e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 8.889588934835047e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 7.835187716409564e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 7.815068238414824e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 7.450650446116924e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.119733345462009e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 6.941134779481217e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 3.16208133881446e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.103675408056006e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 3.0132961910567246e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 2.715158734645229e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 2.245624091301579e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.5848123439354822e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.5421646821778268e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 1.3399325325735845e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.169470306194853e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.6340011370630236e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
}
]
},
"quber__figure_job_id": "parse-01m2p7mczdceegvcczd64wdas1",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-1",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 411.7149658203125,
"t": 514.4656143188477,
"r": 754.8268432617188,
"b": 235.68026733398438,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 343.0,
"height": 278.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAVcAAAEWCAIAAABdV0OGAAAgAElEQVR4AezBB1hVV7so6m+MMedai97boom9lwRjTEhiiQkRu2LvYkOKBRWsCIggvSPVLthLbIlJjBp7V1BQsaCo9LranHOM67+yc578d5eT/+48556tvC9SerhDq1atPkgqjcbb0wspPdyhVatWHySVRuPt6YWUHu7QqlWrD5JKo/H29EJKD3do1arVB0ml0Xh7eiGlhzu0atXqg6TSaLw9vZDSwx1atfrwMMYkSgnGCCH4UKk0Gm9PL6T0cIdW/8MxxgAAIQT/EcYYACCE4P9WkiRRxgj+B/hPsHcAMEIAwBgDAIQQ/GWUUp0ocJhwHAcAjDEDhcLcxLS6vk4URfgvUUp1osBhwnEcvF9UGo23pxdSerjD+0gQRUmSEEIynkcIwf8dREkSRRFjzBhFCMt4Hv7bGGMYIQbAGEMIwT9jjCE9SilCCP4bdIJAKQU9jDHHEYww/IsYADCGEAI9BgCMuTo6OdjYPq94+aaqCv4TMl6GMdbptBKlGCEGwBhDCMFfIFHqYGM75hvPokelv1y5xBGi1mpGDv5m4aRpgRtDy8pfcIQAgChJoiiCHkJAMOE4TqJSG0fnEYOGXL9/9+Kt6wQTeI+oNBpvTy+k9HCH9w5jrINrG2cHZWNz8/1HJRqtFiEE/3+TJMnBxrZfrz5ODg4NjU03i++VPiujEgWE4P8rSZJclI5LZ81VazQJW3Mqa2sIxvAHSqmJkZHf1Bmuji6JW3OKnzziCIF/HWOMENKlbXsbKytgQKlU29hQ8rRMrdFwhMBfxoBJIkUIEEIYYwCQqDRj5Ljg+YsszMwu3Lg6bflirU6HEII/oZSaGBnHr1rXo2OnuatXVtXVrJzrq9ZoErbmVNbWEIzhf0eUpCUz5wTPWxQSH51VsEvG884ODoEzfEYP8Zy3ZuUvVy4yxgDA2UHZzsUVAQJgGp2uvKLi+etXlNJuHToWJqSVv66YEbyspq6WEALvC5VG4+3phZQe7vB+oZSaGBtvi47v3/vj2oZ63/Wrfrp8Ucbz8AdJkihjGGP0DgBCCAAYY5IkMQCC/wH0GGOAEAIQJQkYI4QghOAPlFKJUowQIQQAGGMAgBACPcYYACCEQE+itJ2zS3zIun69+oBe2Yvns1cvL378iOc4AJDoP2CECCGgxwCAMYSQKEkIABMCjCGE4A+MMUEUP//IfVdsUmNLy+Sl/kWPS3mOo5RKlCKEAJiTvXJnbFIXt3ZzVi8/+vMZnueBMYQQpVSiFGNMMIY/UEolSjFCCGMEgBACPUmSbK2scyNj+vboJUoSMNbU0nLh5rWYnMySp2UcIQBAKZUoRQCEEIQQ6DHGAAEwkCQJYSyXyZbPmefm5LIxI+VJ+XOMsKmxyb6kjC7tO8TlZd0sunf5zi1JkiilEqUIABOCEZIotTQ127Y5oVfnLuP8F4iSuC8po7GlZfJS/6LHpTzHAYAkSZQxhBDBGCEEf0IpNTMx3ZuU7mTnMNLXp/RZ2eyx4+dNmOKidMQI1TbUp+/enr5rOwCs8Q3wnTydMsYolSh9UfEqeUf+/lPHeY5LXhM2dOCgOSFBp87/KuN5eF+oNBpvTy+k9HCH94sgCgP7fbYtOkGURGNDo9x9BWuSYtE7AIwxUZJsLa3MTU2r62pVGg1jTJIkSikhxNHOnue4iqpKlUrFcRxjDBDQf2COdvYynn/55jWlFGMMAIIgmJmY2llbNzQ3va2uJoRghJgexpgxBn9ACAEAZXTdosULJ007fOb0hpQEextbzy8HHDh9ouRpGcFYlERrc0srC4vG5ubXVZUcIQghSilCSJQkpa0dY6yytgYjJEkSIQQAJEkihFBKZTzfs1MXnaArevyIUipKorGhkYONbYta/bqqkmDcuW07MxPTOw+LNVotYwwhJIiiqbGxvbVNdV1dfVMDRzgAEETRzMTEzsqmoamxobkJGBMlCSEEAKIkOds77IpLdnN22ZyV/rq6ataY8e7dex79+ceAsHVaQSdKkqWZma2VtU4QXr19IwgCx3GMMQCglHIc52hrV9NQDwBH0nO7deg4xm/exZvXGYCr0vFIRi4ADJ074/mrlwq5XBBFM2MTOxsbKkkVlZVqrQZjbGlqlh8V16tzl8nL/C/dvuXerYdO0BU9fkQpZYxJlNpZWVuYmTWrVBVv3wBCBGP4gyCKX7h/sic+9eKtG1OCAnp27Lw3KZ1KNGFrzuuqygGfflbf0LAxM0WSpKhlwTPGeBccP3r87E+DP/18xhjvZ69eTlnmX/zk0bwJUzYvX7WlYFdoSjzCGMF7QqXReHt6IaWHO7xHmF5owNLZYyfk7S+cMHR4VW3N2ID5VTU1CCGM8dSRYyYPG2ViZFjX0NiiVqnU6lUJ0QThIJ+Fn/TsyXN86bOn8XlZl27fbOPotHKeb1n5c50gTh42EiF06vzZpG15Dc1NCMBrwGAf70kuSmVjc/PWg3tP/3Z+nW8gANuQmvi68q2ZiWnQnPkONrYbM1OeviwnGBNC0taFjxj8TdL23PC0ZFEUOY6T8TwAEIynjBg9efgoG0urhqamfSe/zzuwV61Rzxo7oW+Pntfv3502cuyzl+W/3br+dX+PnUcPHvv5DAB899XAmWO8D5w6cf7mtZU+C1UadVxeVnVt7YB+/f2nzmrr4qJSqw/+cCpr726/qTPaOrvG5mY+LHvi4z3pk549z/x2YbzX8HYurs/KX8bkZl6+cwshNOQzD9/JMxxsbJpaWuqbGhFC8fnZF25c4zlOlCQnO/tdccnODsrxgQt/vnxxwnfD8jbFPa94NdJ3TlVt7eRhIycPH620tdXpdLcfFqfs2Hq3pNjC1HydX2B9Q4NI6eivv91/+riNpdXoId8ZKhQlT8vuPCzefezw0llzP//YnVL2oOzxtoP79hw/OmzA4Lnek5yVSkmSSp6VJW/Pv3TrurWF1daouF6du0xcvOhJ+fNVC/xVGnV8XnZVXa25qemCCVO++2qghal5k6r516uX03Zte11ZSQgBPZ0g+E+buW7R4ow9O9YkxEz0GpG2PuL6/btj/efV1NUbGhhYmJo2q1SMsY1LVswaO35VQvSmjNRPevU+nJ4rl8m8AxbeLL73lfunhckZt4vvT17mr9JoMELwXlBpNN6eXkjp4Q7vEVEUnewddsel8Dzvs2b5hoCgz/t8PH99yOEzpxGgQZ9+tm1zwpXbtw6cPuEzfnKPjp3OX7+6Pjl+1QK/gZ9+duLsTxqddsSgbx49ezp1eYCZscn+lCwrC/O6hoby1687ubVVyOWBEaE7jx78ql+/rZviMUKHf/rR3tqGMrY6fnNaaES/nr0DItZvO7z/S/dP9iVlPnv1ctJSv4rKtwRjSunimT7B83zVGs2e40f3nzx+68F9AKCMTho2Mm7l2icvnv967fIX7v06urmtiI7cfuRA4qr1k4eP0uh05a9fXb59q6z8+Xq/JacvnJu/diWlNCM00mvgYP/wtbcfFB/LzG9qaR650MfMxGRHTKK1heXRn340UCisLCz8wtbkRGz+qFv3cQELz165lLxmw+Tho9RazfNXrwzkcldHp3PXrkxfsdjW2vpg8hZBkpK25X7j8eXQrwY9efF86aawS7dv8hwnSpKTnf2uuGRnB6V3wMJfrlycPmps5oZNJWVPRvrO8fxiQFzw2uq62pPnfmnr7PrVJ5/eLLo3bXkgJtyJrK2OdvYtanVZ+fPjv/7sYGPn/e1QQwODoseldx4+2PP9kSUz53zZ91PG2L3Sh3n7C5tbWlLXR1BKj/1yxtbS6tsvvnr07On0lUuqa2t3xib16txlfKBvbUP991u2NrU0j/GbV/7mdajfkgWTphY9Lr1480b/Ph9179Cp8PjR5ZsjRUlECDHGEEKbV6yaMnz06vjNGQU7Puvtvich1djQ8OjPP+47+f3Ve3dq6+tlPA8AG5esmDV2fMHxo0d//vFbj6/GDx22/fCBqC1pKrXazdnlaEaeKAojfX1evnmNMYb3gkqj8fb0QkoPd3iP6ARh+MCvsyKi9p887hexbslMn9UL/AuOHw2KjlBrNMtmz121wH/umpX5BwrDAoJWzF0wM2SpIIi74lLOXbvis3q5ThAyQjcOG/j1jJVLnpS/2J+UYWRoGBIXfeyXM+sWBfp4T0rbtT08LTFqWcjMsd7R2RmbtqSZGBo6Kx2fvSz38Z4YFhh06MdTi8LWzBs/OdR/afru7WFpiRgTBEAptbGyilyyYtjArwGgtr5++5EDKTvyMUL5UfEfd+sxZ/Xy738+M2qIZ96m2B8vnJu7dmXE4uUzx3ifv341cGNoZU11Z7e2u+JSJEq9AxYIonAgJYsBG+e/QMbzB1KyGluaJgT6jvP0WrXAL//A3uWbN/Ic5+LopGppyYmM6dW5y+RlAeeuXYkLXjtj9LgjP/2wKi6qrYvrzthklUrlOXd6J7e2exMzkrfnLt8cOXLwN4WJ6TG5W2Jzt3AcQYBESXKys98Zm9TWxTUhL7u2oWH2uPGd27ZP3bk1ZcfW3MiY/r0/CoxYv/XQfhcH5d7kjK7tO0xbvvhW8f2jGXntXdvE5GRuKdipE0WOkP3JW7q27+AduODyrVsIIxcH5fdbtkpUGjZ/1puqyuyI6GEDv16XFJe4LdfawjIvMmZAv/6LN4YeP/vzjtjE3p27jg/0ramvO5ia1dTSMi5wgZHCcH9yBsdxU4MCz9+4+oX7J4WJ6TqdMMp3Tln5C0IIpVQuk2eERnz31SC/sLUFJ44ayOXzx0/1nTLd0twcAC7evJG8I+/slUsIo8glK2aNncAYQwgBgCiKabu2Je/Ia1ap7a1tDqVlW5lbjPGbe/9RKUcIvBdUGo23pxdSerjD+4IxhhCKDV4zyWvk5uyMQ2dOff5R341LVryuqpwaFFj0qMT7O6+UteGFJ44VHD+63Gd+3x69Ji5Z1KNj503Lgqtra19XVQKAs1JpbmLqH77uZvH9gylbmlpavBcvePL8+aIpMzYtC84u3B2dnZEbGfNl336zQpYdP/szz3GiJDHGunfouDsuFQBmrVoWNHv+l337TV7md+7aFZ7jQU+SJIVcPrj/5zPGjPf42B0jHBwb9dOlCwUJaa5Kx8cvnguCYKAwaO/qeu3enbH+88MCls0c4x0SG5W1dzfHcQZyeeq6iGEDB/uHr9VqdVvCo/afPu4ftq5z23aFiRmNzU1TggKWzZ43YejwoKjwrYf2y3heKwh2llb5UXG9OneZvCzg3LUrccFrZ4wet3xzZM7eXS5Kx6MZeYYGhl7zZhgo5PuTt5Q8LYvMTBnzzXc+3pNWbN649eA+nucBQJQkJzv77ZsTu3XoqBMESmltQ/2Jc7/E5mSam5rtS0yXy+UTliy6X/qQ5/ik1Ru8v/NaGbPpyE8/HM/aamlmPmLB7IdPHxPCGRkY7EvK7Nq+g3fggiu3b2FCnO0djmXmS1QaNm+mSqM+lJ7TztnVO2DB5Ts3AVCo3xLfKdNjc7Zk7du9fXNC785dxwf61tTXHUzNamppGRswv3Pbdrtik2/evz8jeElNfb2lqdmB1C3tXd0mBPpeun2D4zhKqaGBwZawTV9/9sWCdSEHfjjJcxyltGObtqO/8Rw+6Ov2Lm2evXw5cYlv2cvy6KCQWWPHbz+8//CZ0x3atF0wcWobR6d1SXGZBTvtrW0OpGYpbW3H+c+/9aCYIwTeCyqNxtvTCyk93OF9QSl1tLPfn7qljdKprqFeJ4ocIZZmFpRKQZsjth7c/1XfT7dGx2GEmlpa5DJZ9t49qTu3zhk3ISww6Nq9O6fOnyWEo1RqUalOXzhnbGS0LzGjqaV50jK/R8+e+U6eFrl0Zfbe3dHZGbkbY77s22/umhUHfjjFcxwAEIx5nk8MWTfm26H5B/YOGzi4ovLthMW+DU1NGGPQE9+hEpWoqbHx5hWrJwwdfuCHk/H5WTtikmwsrHYePVhTX4cR1gm6kqdlv167smnpyhmjxwXHRuUdKOQ5TicIs8Z4b16x+sAPJzQa7ZQRo/3C1u48erBP1+4F8WmNzU1TggKWz5nv/d2wkLiozIKdMo4XKbWztMqPiuvVucvkZQHnrl2JC147Y/S44NionH17nO0dDqXnGBkYes2boRN0hQkZLo6OtfV1RgaGJ3/9OTIzraq+lmAMAKIkOdnZ74xNauvsEpGecrf0QX1Dw+MXzzU6Xee27QriUxVy+YTFvndLHsp4Pnlt2LhvhwZFRXx/9qfjWVstTM1G+fqUPitDGBsZGOxNzOjavsPYgHlXbt3ieN7FQXk0I0+i0vD5s1o06kNp2e2cXb0DF1y6dRMjFOq/dOHkaVFZ6Xn7C7fHJPTu3HV8oG9Nfd3B1KymlpaxAfM7t223Kyb5ZvH9GSuW1DTUW5qZHUzNbuvs4h2w8Oq9WxzhGGMynk8P3Tj0q0F+YWsLTxzjCBFEkTEmSuJHXbvvjku1t7GZujzw9PlfY1asnjV2/LrkuPi8bEAQ5r906ex5B3885bdhjY2V1ZG0HHMzs9G+cx88eUQIgfeCSqPx9vRCSg93eF8IgjBp2MiE1aF3HxSf/u1XhJAoSp/07P31Zx4nfv15/trgNYsCZ44el7pz28s3r1+9fXP7QdHbmppx3w7Njoi+dOvGrJBlL95UGBkYOtjY1tTXdXJrV5iQ3tTSPGmZ36Nnz3wnT4tcujJn7551SbExK9dMGTG68MSxyMwUM2OT9m3czl+/WttQP/rrbzM3bBKppJDJE/JzonPSMcIIIUqpkaHhN59/WVH59vHzZwih1Qv9J3qN2Hpob3RW5taouF5duvquX73n+BGCib2NDUaoSaWKWhY8Y/S44NiovAOFPMeJktTexfVgapZcJpMobVGrx/rNLSsv79m5S0F8WmNz04QliyZ5jVzuM/+H386vjo/GGHXr0OnG/Xtbwjf17tx18rKAc9euxAWvnTF6XHBsVM6+Pc72DofSc4wMDL+bM+3TPn2S14Tv/v7QzaL7dY0NN4vuV1S+5TkOIQQAoiQ52dnvikt2dlCO819w4eY1A7mcIxxlzNLMbGtUgnv3Hks2heXu29PRrW1hQrqL0tE7cMGTF8+PZuRZmJqN8vUpfVaGMDZUKAoT0/t06ea7Yc2vVy83tjQ72dkfzciTqDR8wezKmurcyJhvPb4KS0uMzctytLXP3xT7Sc/ec9eu/PXq5Z2xSb07dx0f6FtTX3cwNauppWVcwAIzE5N9yRkY8Izgpb9cufStx5fbNydW19WO9Z/3urISY8wYA4CooJDpo8auS4pL271tQN9PLczMbz8oalK19OzYOWNDpIFCMc5/wfWie5uDQmaNHR+VlZ6xZ4etpVWo/xKvAYPTd+8ITYnr0MbtSEaeWq0Z6TunovItwRjeCyqNxtvTCyk93OG9QClVyOQZYZGeXwwIio7IKtzNc5wgiQP79T+QmqXV6ob6TO/TrXvsitU6UahvaKCMVbx9k7Z7+83i+1lhUf37fHyruOjRs6f2NjYcxy3eGKqQyY5t2drY3DQ2YH7p06f+02aGBwZtO7R/WVT4Nx5fZIdvNjI0fPz8mYmR0dua6qlBAa+rquxtbAoT0ru279DQ1DRnVdCv167IeB4AJEotzcy2RSf06Nj56ctyGc+3c3F9W129KGz12cuX5k+aGrF4eW19/YWb14Cx9m3cdh09nLtvT8Kq9ZOHj1qdEJO9dzfPcYwxQkjmhk1eAwYBwP7TJwIj1usEoUenzodSsxubm0YsnGNnZb01Ot7e2ubZq3JCiCTRMX5zsyOiP+7WY5z/grNXLyev2TB5+KjVCTFbCnY62zucyNlubGg0ePpEGyurHZsTTYyNquvqKKW1DfUHTp3IO1AoShJCSJQkZzuHfSkZLkrHsX7zf7t5XcbzAMAAqCTNHT85LHBZbUPDhRtX3ZxcenbqfOjHU4s3hpqZmJ7I3mZpZv6dz/SSp0+wXvKaDWO++a6ypvr+o5KA8HUKhcGZvN0ilTznTH326uUEr+GxK9ZIknT26iU7a5u+PXr9fOm3RWFrKZUKEtL7dO06aqFPdX3d8aytjc3NY/zmva6qjAoKnjpizJMXz+88fNC3Zy9ne4dNW9KSt+dhjEFPJ+h8J8/YELA0Z9+elTGblvvMXzHXt+zF86aWFjcnZ1Nj45x9eyLSk3WiGLN81bRRY6vr6l5XvjU3NXWydyh+XOofvv72w6JBn35ekJB67e6dKUGBGq0GIQTvBZVG4+3phZQe7vBeoJSamZj4T59tbmKauC33RcUrjhDGmKGBwZKZPs4OyvRd2/v16hOyYNHJc788fPKkS7v2o77+tvRZ2aiFPmYmJoumzuzTpZuBQt7Y3Hz26uW0XdsMFQaLZ8xRazQpO7dW19V+9cmnM0d7nzz388EfTgFCIwd/M2X4KHtrm9qG+h1HDx05c1qSJErpynm+S2b6/Hbzus/q5XUNjYRg0GOM9evVZ864ie1d2zDGHj9/mndg36Xb1xHCPMdNHjZq5OAhtlbWgig+f1WevnvHpds3Jw4dMcTDY9vBAxduXCWEAIAkSV/1/XTyiFGMse2HDvx26zoCcLC1C5g2S63RpOzMr6mv//ozDx/vSU729k3NLQd/PLnn+NF54ye1cXJJ3Z5f+qxsotfIIR4e2w4eOHf9ioWp6ZJZcxUyedSWtI979ExfH1H0qPTctSv2Njbe3w1DgMb5z79RfJ8jhFJqZmK6aMp0awvLpO15T1+Wc4SAHmOM57jJw0eP+vobW0urJlXLTxcv5B4orKqpMTUxXTLTx8TIKDZ3S2VtNUZYkqQ+XbstnTXPRel4t+RBSFwUz3HL58ynlMXlZ9U3NhKOjBw4ZPLw0Q62Niq15vKdmxm7d5S/eW1iaDh3wpQ2Ts5JW3Oa1aqlM+eqNZqUnVtr6uusLSznT5g8oF9/EyPjmvq6/adP7D1xTKPVYoxBT5DE/r0+KkxMv/OweOJSPyOFwZhvPKePGueqdDz2y09Hfvrh7JWLOkEAgBGDh4wYNIQjHCGkqaXlXsmDw2dOv6p8SyldNGVGqP+SlB1bN2amYPQP8F5QaTTenl5I6eEO7wvGmFano4wqZHKMMegxxjQ6rSCILkrlvsRMOxtr74CFV+7c/Khrj2Nb8ptVLcMXzH755jVCyNrcQiGXNzY31zc1yngeADRaLSBQyOQIIVEStTqB5zgZzwOAThCMDA3NTUwbmhqbVSoZz7N3ACIWB80ZNzE+Pzs6K53jOPgTQRQJxjaWloxBdV2tRCnPcQDAGBNEwcjA0MLMXBCF6tpaBowjnE4QRFGUyXiOcPAHURR1ggAAMhnPEQ4AKGNarRYQKGRyhJAgCAqFwtLMrKmlpbG5mec4raCjlCpkcoyxThBEUZTJeI5wjDGNTssoMzQwSFsfPuprz3lrV+4+dtjW0vpQenb3jp3G+S+4ePM6x3EAwBjT6nSUUYVMjjGGP2GM6QTB1NjY3NS0Ra2ura/jCIcxZoxpdFpgoJDLEUKgJ0qiocLA3MS0rrFRJ+gAQKPVAoBCLkcIMcYEUTAyMLQ0M9dotdX1dRhjgjED0Oq0lFKFTI4Q0mi1gEAhkyOEKKWiJFmamRsZGtQ3NjY2N8t4HiEEf6CMmhoZ745P7eDaZozfvDsPH0iSmLh6Q9+evUb5+lTV1CjkcoQQAAiCoBNF0EMICMY8xwOAQi5PX79xUP/PZoUE/fjbeRnPw/tCpdF4e3ohpYc7fAAoY4Zy+cZlKycOHXGv9OHj5097dOziaGeXsC0vbedWxhggRKnEGGCEMMbwF9B3GMMIYYwBQJIkNyeXIxk5VuYW4wIW/HbzOs9x8M8YY5RSAMAYI4TgTyijlDIEgDFGCMF/A2WMUooRwhjD/w57B5jvpGmrFwa8rHxz4/5dFwfHPl26HfzhZHBclEqtRgjBX0DfYQwhRDCG/xJ9hzH8DkLwH6GMUsoQQgRj+GskShljGCGMMfwzBiCK4vwJU8IXB0VmpsbmbTGQK6aMGG1hZpZduFuj1SKE4D+nEwT37j32JWfeefhgdkhQQ1MjIQTeFyqNxtvTCyk93OHDQCm1sbTy/OKrXp27GhoYvK6qPHftyuXbN7WCgBGC/zZJkjq4ui2YNLX8zeucvbtVGg1CCP4nYIwZKBSDP/28X6/eVhaWdQ0NV+7ePnvlUkNTI8YY/uejlFqYmX/Vt9/zilc3i+8RTHSCjjIml8kR/G9QSpW2tp9/1Lfo8aPix6UYY3iPqDQab08vpPRwhw+G9A6VeI5HCEmSJEqSjOcRQvC3opQiPfifg1IqiCLPcRhjSqkgihzHEYzhfUEp1QkCIYTnOPgXUUp1gkAI4TkO3i8qjcbb0wspPdzhA8MYg3cQQvD3Y4wBQgj+R2KMgR5CCFp9AFQajbenF1J6uEOrVq0+SCqNxtvTCyk93KFVq1YfJJVG4+3phSzcu0GrVq0+NAx4nldrtaOHeKK844cxxsAYtGrV6oOBMT71y08vy1/GBq9BFZpmjhDGGLRq1eqDwRGSlL2l5MGDgsR0VFZfzRHCGINWrVp9MDhC0vJzS0tKChLSUFl9NUcIYwxatWr1weAIScvPLS0pKUhIQ2X11RwhjDFo1arVB4MjJC0/t7SkpCAhDZXVV3OEMMagVatWHwyOkLT83NKSkoKENFRWX80RwhiDVq1afTA4QtLyc0tLSgoS0lBZfTVHCGMMWrVq9cHgCEnLzy0tKSlISENl9dUcIYwxaNWq1QeDIyQtP7e0pKQgIQ2V1VdzhDDGoFWrVh8MjpC0/NzSkpKChDRUVl/NEcIYg1atWn0wOELS8nNLS0oKEtJQWX01RwhjDFq1avXB4AhJy88tLSkpSEhDZfXVHCGMMfg/CCEECME77B/gX4ExZgCMUvhPIIQYY/AnCCHGGPx9EEKAELB/gL+Al/GSRKkkgR5CiON5URAQRlSi8J9ACAEAYwz+gBACAARjFfMAACAASURBVMYY/E0QQoAQsH8AhIAx0EMIMcbgDwghxhj8ixBCAMAYg3+G3sGYShL89yCEGGPwH+F5nlIqSRL8RxBCPM8LgsAYg78ME4IAJEkCAIQQIATvsH9ACAEAYwz+RQghQAjYP8A/wxgzAEYp6GGMCccJOh38TThC0vJzS0tKChLSUFl9NUcIYwz+VjKZjCOEMfgdQqDV6SRJAgCEEKVUEkUARDiCEIJ/RXNTE+E4Q0NDxhj8OwghAMAYS5IEeoQQSikAMMbgL+M5GSEEGIPfISQIOolKAIAQkiSJShJCiBACCMF/iTFW+uChja2tlY01YwwhpNFonpQ+atexg0atMTE1wRjDv4MQAgCMMaWUMQYAGGMAYHrw1yCEARD8CWMUgIEeQkgSRUopIMxxBCEEAIwxAEAIAQBjDAAwxgwAAVBK4f+F8AgTYPBvEDBRACYBAEZIlCRgoDA0kN4RRfiDKIotLc2mpmYIIfjPcTxPJYlSCv8hhDAgyij8O4yxRyWllhYWtg72lFL4ZwihlpaWp4+fdOjUUa5QMMZAD2GMEPwZo+wdAEAIcRxXU10tiqK1jQ1jDAAEQQDGMMEcx4uiCIwpDAwopaIowp8hDIiDf0KBiqCHEBIEged5mUym0+kYY/CH5qYmwnGGhoaMMYxxXW1txcuXnbp2xRjD34EjJC0/t7SkpCAhDZXVV3OEMMbg7yPjZVsLd9+6e5eX8aCn0+lmTpzcp0dPxtjj0tKEyCiVSoUQGjFu7Ojx3gghjLEoSaIgYIwRQvgdQgSdjjGGCUEIEUJEQZBEcUtyqoOjcszECQDAcZxEqSgIjDEAIITcv3MnNjxy3OSJw8eOkSSJcNyZEyf3bN3uF7TM/dNPAAEAEgVBkiSEEM/zCGNRECRJgj/hOX7/L3uLyu7zHA96gqgbN3B8t7Y9GLDzv5zNSUsnmBCOW7g40L1/PypJhBBBEBhjPM8jjEVBkCQJYyyTy7UazdL5vkNHjfQc7kUpVRgYPH/6NHR58LxAv0MF+xYuXWzvYA8I8TzPGBN0OsYYxrihviE2LMLQ2HhxyAoDAwOM8Ytnz2LCIj7p33/KnFkII47jAJAoCJIkAQAvkxGMRT3QQwirWsp1ugaEMOgxRg2NnGUyM8Yox/PfHzy4d8dujuOMTUwWBS25de2GuYW55/BhkiQVbN9hYWE5dNQIQPDjiVMHCwpXhW1wdHailMIfEOG19/ZLb4qA8PA7SZD1GMfZdyOIXfjl15zUNMJxNna2M+fP69S1CwAghHi57OblqwcKCheHrDS3sBAFASFECJEkiXAcRwhlTBQExtjFc+dd2ri6tWsniiLP8wAgCAKlFAA4jntYVHzi8JG5/n6GRoaMMUIIx/MATBRErVa7ZunyrwYPGj91slar1Qk6YIAJ4XmeMQaMFd8v2hwaFha7WenkSCkFAIRR7cs3LU1NGCHQo5RZOTkYmhgDAKXsYEHBD9+fAICB3w7xnjI5ITLqYVExxrhz924f9/tkR3Yu4Yi5hcXM+fO69+opSRL8DhHUXM69/Q0QB79jEjV2kew+QyCJgpAQGf2wuJjjOPdP+03zmW1gaIj1GKOpcQkOSuXYSRMZgIHC8OxPZ/LS0uOzMg0MDDieRwgxSkVJopLE8RxHOEmSBEGAv4wjJC0/t7SkpCAhDZXVV3OEMMbg72OgMFgUsvz706cMFArQU2nUaZtihn3rSSn97ddzCZFRkYnxpuZmBoaGGOPiu/dqa2radejQtkP7psZGtVpdXVlZU13T++OPeRlfX1vX3NT06uXLHr17WVlb3797z9jIqF3HDs+fPn1wv9hBqezSoxtCiDHG8/yPJ04u9/Xv+VGfxOxMC0urxob6lf6L7968tWZj+KdffH7n5i1GaY8+va2srQVBuHPzZmN9Q4/eva3tbKhE4Q8KmWJd9uqfrv2okClAT61Th8+NHNR3CAW6NTPr6sVLazdFYIxNTE0bGxp0Wt3zp087dulsaWl168b1xvqGHr172zrYNzY03L11Sy6Tb83MGj5urNfokRXlL0uKixFC27Jz1kdFvql43bVnD0NDw7ra2js3bhoYGvb8qI9cIceYvH75av7U6c1NzeFxm78cNJAxlp2anpOaNmTo0LDY6Kq3lcX37zNKe/TpbWllxRh7cP/+61cV7Tt1cnZ1AT2ESH3dPY36DUIE9BiTzC16KAzsGZNkMtnmsIja6pqlq4MZY6amZmEha5xdnRcFLZVEcW3QCnsHB7/ly9QqVeiK4EvnL/j4+c7w8dEJOvgD4hSqH9bpHv+EOAXoMVFt9E04334Qh9nWzKxrly6tWL9ud/7Wx6WP4jPTNGqNWq1++eKF0smxprrGwsLCxs7W2MRErVJXV1XaK5Uvnj57+viJuaVFH/ePX1e8XrM06ON+n4yfOtnYxPTW9esIoE9fd0MjI0qpTCa78Ou5lJi4tPwccwsLxtjriorS4gccx/d2/0hhYLBq8bLe7h+3a9/eyNioa88ehJC62to7N24aGBp+3O+TJ48eR60LjYiPVTo5UkoBABNcXlRaX12NMQY9KlHnrh3Nbawxxk8ePVrhFxgcut6tfdv62jo7B3vfGbPHTprw5eBBPM8f2FN4/fKVkPD1u/O3PSwqTszKNDI2ppTCO5jHNXf5x7sBy+B3VKBWPYX2kxET1CrVwumzJkyb6ta+3bqgFfMCFg0YMqS6srKmugYAEEbGxsZt27d/XFpa8fJVTXX1iUNHEnO2YIxvXbuu1WrNzM0clI52DvZlj588KS11btOmU5fOlFL4azhC0vJzS0tKChLSUFl9NUcIYwz+PgYKgyXrVp0886NCoQA9tUadEBb53ddDKKUXz19Ii0uISUk0tbCQy+Xnfzl79swZGS97XFIaEr6h6u3bjMQkJ2fn1xUVXbt39xwxLDo03NnVtbamxsLSIjR6U1ZKmksb1559+iRvjnVr167syeNvhg71GjNSEiWe5384frJw+3ZAeMK0KcPGjDp17PiBPYVMop4jhtXW1rx+WVFVWalQKFZHbCjcuavkfrGFtVV1ZeXSVSH2SgdJkkBPIVOE54eevfGzXCYHPY1Os3ZW6ICPB1OgO7Jzb9+8GRq9CWMkkytSY+JuXLnq6tZm8uxZ1y5denD3voW1VU1Vlf+KoB3Zuc+elBmbmFy+8FtEfGyfvu5rlizjeb5FpXpV/iIqJWlHdl7Q2lU8z8dFRJqamdXW1Lq6tZkX4Mfx3Kvyl+uCVlhaWZuZm63ZGF5TXb1h5SqFgYGpmdmK9Wu2Z+dWVVZWV1bJFYr10ZFnTpws2LbDydXZxNRs4eIAM3NzSilCpKG+SKN+ixABPcYkM/NuCgM7xiSZTBYfGdXc1BS0ZhVlTCaTha9aa2lpMWP+PEkSYyMi27i5LQpaeufGjayUtE89Pr9w9tfo5ERDIyNKKeghTqH6KVx4chZxctBjosZw8Fq+3QAOsx3ZuQ+KixPTM34580NsRGRidubWLdnF9+517927R+9el89foJR1791jxrx5xw8dvnju/HSfOQXbd/IyvujO3WFjR9vY2oYuD3Zu4zpi3NjSBw8kSdJpdcbGxn7Ll8kVcp7nL56/kJGQlLgl3dzSsqmxcVtWrlrVUv78ubNbG/+gZSGLlz599LhH716lxQ/nBfq79+8XsyHc1Mystra2XYcOXw4aGL0hPDx2s9LJkVIKAJjglw8eNVTXYIxBj0rUqUsHM2srjPHLFy8C5873Gj1qyuyZRkbG9bW1AT7zJ06fOmDIYEK4PVu337l1a1NSwolDhw8V7kvIyjA1M6OUwjuYx7X3+SeFgGXwOypQy+5CuwmICWqVavHc+VPmzPqo7yfBAYsnTJvi4OS0PmilrYO9x4AvXz4vb9uhXedu3SJWr3VycX5c+kgul+cW7t6Vt7Xozh2ZXF50996q8A08z+/MzW/bod3DogeTZ83wGPCVKIrwF3CEpOXnlpaUFCSkobL6ao4Qxhj8fQwUBkvWrTp55keFQgF6ao06ISzyu6+HUEqvXLy0clFA525dFYaKCdOmuff/tOrN2zcVFUnRMaMneBsZG+emZybnZVe8KI+NiJw4fdq2rOzolCQACA5cEpkQtzM337WdW3Vl1ZuK17N9F/xw7PuHRUWJOVmc3qljx08fO9a9d++SogcbYqMi16zv3K3rnRs3vxw86NthQ19XVNy5cXNX/lb/oGXJm+MmzZzu5OoSF75xziLfb4cP1ag1oKeQKcLzQ8/e+Fkuk4OeRqdZOyt0wMeDGdDd+du2JKX0/KiPsYnxgsWB2SmplNKw2M0vnj5b4RcwZfYsJ1eXxE3Rn3p8fu3S5Q0x0cYmxgGz585Z5KtSqb4/cDAhO7P0wYOo9WFLVgWnxSVsTk26cuHi3p27lq4KeVZWtmfrttzC3Wbm5i/Ly9cHrRzhPWb/roLIxPhb165dvXSpbYcOz588XbspQqfVVlVV3b1xc0duXlhMdELU5mGjRnqNGdXS1CKTyzDGAIAQaagv0qjfIkRAjzHJzLybwsCOMUkmlydFbT6y70C3Xj1s7ex8/HyzktN+Pn26fadOlNKS4uJZ8+ctWBKQEhMPADPm+fjP9pnr5/vpF18IOh3oIU6h+ilceHIWcXLQY6LGcPBavt0ADrNdufnHDh4aNX7cjydOduvVc+HixcsW+Lbt0D5o7eqrv13MSUv/7Isvrl68FJ2WHBO+0cXVZY7vwvq6uqrKqkMFhVWVlRs2b1q9dPmQod+ZmJqmxsYHBq9Qt7SkxsZHxMd279UTIXTx/IWMhKTELelmFhaUUq1G8/bt26sXLh4/fDgmLTVqQ1iHTh39lwflpKY9uHe//xdfHNq7b0lI8LOysv27di9buzotLj4sZrPSyZFSCgCY4JcPHjVU12CMQY9K1KlLBzNrK0opJuS3s78mR8dwPL8kZGWPPr19Jk6RJNHOQdnf4zPGIC8zs03bduXPnq/eGOYx4CtJkuB3mMe19/knhYBl8DsqUMvuQrsJiAkajWbe5Ok8z2GCa6trErIy6uvq1ywNiklP6d6z59plK9p27FD19q0oiKsiNuzftefI/gOx6Snrglb4LPK1VzqsXhIUFhu9JSlFoTAcN3XS3h07qSRtTIzXqNXwF3CEpOXnlpaUFCSkobL6ao4Qxhj8fQwUBkvWrTp55keFQgF6ao06ISzyu6+HUEovXfgtITJq5fo1pmZmtvb2927f3p233dbe9ua1G7N95xsZGn1/6PDm9JTyp882rl030nvcqSPHolIS1Wp1sP/ikLDQfTt3K52dHhYVv339umvPHs1NTa5ubabP9UEI8Tx/6tj3Jw4fWRS0LGL12pHjxp45eXLF+nUZ8YlfDBpYW1N96/oNQ0OjRw8fzlwwLz0u0b3/p3K5XKNWTZoxo2vP7oIggJ5CpgjPDz1742e5TA56Gp1m7azQAR8PpkB35uT9du7c4pUrOJ5TOjpGbwh3a99+nr/v5fO/BQcu6ff553K5XBQEpbPTzavXolOTjIyMghYuGjZmzPOnT58/fRYeF11R/ip0ZfCsBfMzk1KikhOO7N1/7OChz7/6SqvVGhgo/JYvMzAweFX+cs2SZUHr1uzK2+ri5vqk9JHniOGVb96UFD1YvTFsW1b2/Tt3DQ0NHxY/WBMRlrw5dunqkF4ffwSMiaLIGAMAhEhDfZFG/RYhAnqMSWbm3RQGdoxJMpksYVP061ev5vovIoSzVzpErQ+ztbWZ5btAkqTo0DDXNm0mzZqxYOoMAHBr1/bXMz+P9B67dHWIJEmMMQBAnEL1U7jw5Czi5KDHRI3h4LV8uwEcZrvztu7Kzx/07bcdO3ce+M3XvEwWErj0qyGDx02aePHXc9mpaYuDV8SEb5w4bdrBgsIlq4ItrSyTomIYsMq3b80tLMNiotYsW/7tcC+NWpOZmOwxcACVJIzxtLlznFycCSYXz1/ISEhKzs40t7Rsbm7OTkkrf/4cI1zx6lVMekpSdMxXgweNmTjh+KHDB/YUduzS+eyPZ/p/8YVWqzU1NRn8nWd8ZFR47GalkyOlFAAwwS8fPGqorsEYgx6VqFOXDmbWVpRSjLFcIa96W7U9J+f8z79EpSRtWhs6+NtvPv3ic1NT01PHjp/75ZeJ06Zuz82bNH3at8O8BEGA32Ee197nnxQClsHvqEAtuwvtJiAmqFXqgDlzPUcM/+Sz/juyc7Q67fCxY/LTMzclJ1paWW1Yucq5jevj0pLuPXvNXrjg3C+/ZKemx6anbFobKgg6E1NTxtji4BVBCxdxnKxth3ZNTU193N3HTpogCAL8BRwhafm5pSUlBQlpqKy+miOEMQZ/HwOFwaLgoGOnTxkYKEBPpVanR8UO+9aTUvrbufMZiclpuVnmVlY6rTbYP7BTt67T580NnDPv22FDjY1Njh08FJOeUv7s+ca160Z6jzt5+GhUSqJGown2X7wqfEPhjp2ubm0q37zV6nSrwzdIkqTVaGVyGQDwPH/y6LFjBw7GbUmPj9h0eO/+6XN9FgT6rfAP7Najxy8/nFkVsQEhFL5qzYLFAZmJySvWr/n4k09ampsRQhzHM2Cgp5Ap1mWv+unqj3K5AvQ0WnXYvMjBfb+hQLdn5dy/dzc6OQlhoCLdsHKVa1u3+QF+D4uLQwKXhoSt//iTTzQazf07dzetC43LSONlMt8ZsxYtW6Jqbj564FDGtryb165HbwgP3rA+PT4xKjnh0rkLJ44cictMMzE1a2lulslkHM9XlL8MCVi8Ljry1Yvy4IDFXXt0T8nLOVBQ+KTk0Vx/36XzfddHb0IIbVi5al3UxsSozcNGjxo1YdyT0kc2dnYGBgaMMYRIfd09jfoNQgT0GJPMLXooDOwZk2QyWdzGTTqtds3GcFEUJUkKXbnK2cV5wZJASRQ3BK9ycnHp3K3rlqQUH7+FBoZGRXfu/nDiRHJOlqWVFaUUABCnUP2wTvfoJ8TLQY8JGqNvw/j2gznMtmflFN27F52SRAgRdDqtVrtq8bIvBg0YP3XKpXPnM5OSN6cm56RlXDp/vmv3HhEJsYcL9508eiw1P2dnXv7923c3JsSuWrx0yNDvLK2sUmPjE7Iybe1sW1paOI7DGMtksovnL6TFJcSlp1jZ2Ny7fTtyzfrEnC1PHz/JSEzanJq8OTTcrV3boHVrUmJiXzx/4f5J39PfH4/NSDUxNdNptY9LH20ODYuIj1U6OVJKAQATXF5UUl9VgzEGPSpR524dzW2sGWP1dXVqlapDp863b9wICVyyISY6JSZu2pxZXw/1pBLNy9hSdO9efGb6nq3bTxw5Er8lw8TEhFIK72Ae19zlH+8CLIPfUYFa9hQ6TEFMUKtUgT7zp8/zGfjN1+lxiXdv3Z46Z1Z+5pao5ERrG5v1y4Pbdmz/9vUbURDXR2/My8g6fez7zanJEavX2tja2No7jBo/zsFRudI/0K19O79lS7VarU6rlcnl8NdwhKTl55aWlBQkpKGy+mqOEMYY/H0IIXeK7r+pfEswAT2JSr26dre3syOEXL10OS8jMzIhztTMDCG0Ky//5LHv23fsUPboyTSf2XKZ/PT334fGRL8qL4/fGOU1euQPx0+sj4rUarUbVq5auirkYEGhS1vXj9z7hq9ea21jDQBfDBww0nscZYzjuJ9PnT559NimpIQrF34LC14dn5XRsUvnDStDPvms/+ULvzU2NJiYmL6uqIiIjz31/fc/n/6hjZsbwmien59rWzdRFEGPYPLgWXFVXSXGGPQkSru06WpjYUs4Urhtx4OiotURYUgvJizCpY3rlNmztFptfmbW2TNn2ri5YUxmzp+7K3/rw6JiGzvbl89fLF0V3KV79xX+AcBArpCrVerA4BU5aRlrNobJZPKw4BCtVmtiZuri6jovwF8mk71+VREWsnrZmhBbOzufiVO+Gea1cEngzpy8Z0/K/JYvC10ZrG5RmZiavq6oiEpJuHbpSl56pp3SwcnZ2S9oqamZGaUUAAlCI5U0AAj+DeN5U0wUAEwmk6XFJ2rV6sUhKyVJAoCYsI1KJ+WM+fMkUYyL2GindGxqbGSMBqxYjhCqevt2pf/iGXPneAwcIIoivIOIVPmAtlQhhEGPMYmz7YKMbHieK9y240FR0eqIMIQQAAiCELF6Xf8vPUZ5j7168XL+li0b4+Lu3r61fKF/SFjo2EkTrl++ujkszKVNm/q6enul/eqI8IyEpDOnTo8cN/bp48evX1VYWltZ29jM8/czMTMlHHfr+vVgv8W29ra8TDZgyNfXLl0hhGCMNGr12k0btySlPCwqsrS0fPvmzfJ1azt17RK6IkSr1ZiYmbZt137AN1+nxsStCg+zVzpQSgEAIaRqahK1OkAIfseYgYkxL5cTjntw735ydKxMzldXVn8+8Msps2etW7bce+qULwcNZACF23Y8KCpaGxlR9bYyJHCJ/4qgjz/pq9Pp4B2Eka4BNb8EhOF3jILMlBo7I2BarXaxz/yaqmpTCzOM8ILFAXKFPDc9Y31UlKW1VfT6DW7t2nXt2SN0RbCtvZ1GrTE1M10XtSkseHVLS5ONrW1TY+OCJYGq5pbE6M1KRydJFIeOGvH10O9EQYC/gCMkLT+3tKSkICENldVXc4QwxuBvJeN5QgiDf4MAdIIgSRIAUEoFQZDJZAghAGCMPSktRQg7ubpwHAcAkijJ5DLGmE6n4zhOEkWZTMYAdDqdjJeJooAwlsvltbW1Tx89lisUrm3dDA0NQU96RxRlcjkw0Ak6mUwGADqdjuM4rUbzuPSRnb2duaWlTCZDCD19UlZdVal0dLRXKjHG8Cc8xxNMGDDQQ4B0oo5SCgCiKFJKZTIZ6Ak6HcKY4ziEEAA8fVJWXVWpdHRUOjkJglD64KG5ubmdgz3CmJfJGuvrnzx65OziampmigkRBEEmk3Ecp1apHj0sESWpTVs3cwsLpqfT6XieJ4TodDqiJwgCo1SuUDQ3Nz8pfWRnb2dhacnxPCHkWdnTutra9p06GhkZwR8QwgAI/oQxCsBATxAEAOB5HvQEnQ5hzHEcAAg6HUJIopTjOEIIACCEtBoNwpjnefhfCI8QAWDwbxCTdMAoAIiiSCmVyWTwB51OR/QopYIgyOVyxphWo5ErFOgdjN9WVFS+rWzT1k2hUPAymVajLX34wNrW1sbW9tHDErVK5ermZmltBXqUUrVKpdVqgTEjExNBpyt79NjRxdnUzIzjOFGSBK32cWmprb290tERIaRWqR49LBElqU1bN1MzM51OJ5PJEELwB4QRAgR/wvQAgDFWU1X9rKzMysbGrV1bhJBGo+E4jhACAKIoUkplMhlCSKPREEI4joP/BWFABP6MUWAS6GneUasppUZGRobGRoJOeEcmkyGEBJ0OYSyXy1+/qnjz+nW7jh2MjIwePSzZtDZ0Q2y0ndJ++UK/vv37+yxa+PpVRdnjxyZmpq5ubnKFAhiDv4AjJC0/t7SkpCAhDZXVV3OEMMbg/yCEEGMM9BBCGGMAoJQCAANAAIwxAEAIgR5jDAAQQowxhBAAMMYwxghjYIxSyhiD3yGEABhjAIAQYowBAEII9DDBjLLfIYQwxgghqgd/GUIIABhjoIcQAgDGGAAghDDGCP0/7MEJnFPl2T/867rv++TkzAwwwyICAiIgyg4KfepjLYparbZqVRAVl1HBBQHrhnaQVUVQAmrcMwEGJawqKq7gqFVbUam7CRBFkEUCZgYmJyfnnPv36vz/vm/7ttZMnk+F50O+X9aNmFlIAY3/g4iEECwEtEYjZgZARMwshCBm7fsAqBEzAyAiZiYiAMxMRACYWUgBjf+DiKSUxKx9HwDlh5mJCAA1YmYiAkBEzEw/AECNmJmIAFAemJmIANAPmJmIABARMwMgIhYCAAFEJIRgZg0QvsfMQkpoDUAIQczQ36MfCCGoEQBiFkJAazRiZmIWQkB/j4iYWQhBzNr3ATAzAMqbaARAaw2AmQFQI2YmIgBExMwAKG/ciIjQiIiYGQARMTMRARBCsBBa+4LF7l277505a/vWrYGAWVpWOnrctYcedhgAIQQArTUAyo+SMhyNJOLxWCjMyXRKSQmAioqK9m/M7HleXToNjRblLQKmqbWmgigpw9FIIh6PhcKcTKeUlACoqKhov8eNiAiNqFBKynA0kojHY6EwJ9MpJSUAKioqOmAoKcPRSCIej4XCnEynlJQAqKio6IChpAxHI4l4PBYKczKdUlICoKKiogOGkjIcjSTi8VgozMl0SkkJgIqKig4YSspwNJKIx2OhMCfTKSUlACoqKjpgKCnD0UgiHo+FwpxMp5SUAKioqOiAoaQMRyOJeDwWCnMynVJSAqCioqIDhpIyHI0k4vFYKMzJdEpJCYCKiooOGErKcDSSiMdjoTAn0yklJQAqKio6YCgpw9FIIh6PhcKcTKeUlACoqKjogKGkDEcjiXg8FgpzMp1SUgKgoqKifYGZAdDPS0kZjkYS8XgsFOZkOqWkBEBFRQcwZpZSer5PAB0AlJThaCQRj8dCYU6mU0pKAFRUdKBi5qxtf/vtt20OOkgpBYCZqREA+gEzUyMA9I+YmRoBoLwZhvHJhx+98MyzlVeNblFeDkAZhhACWruuq7UmImZWSkmlCHBd1/d9+oEQQhmGEAJau66rtaa8KSnD0UgiHo+FwpxMp5SUAKio6IDEzJZlrX7hpYWR6jvmhlq3aQ3AbaSkCpgBz/OISCoFrR3HYSJlGPQDZpZK5RzH87yAYSjD8DyP8iCl3JVKPTB7zsply8Pzor/471/u/Gbni88+m1y/4ZCOHU894/cHt2+nAe37b9a+/sarryqlfn/O2T379PZ9n4iYefeuXS8++1xy/YZDOnY89Yzft23fTvs+5UdJGY5GEvF4LBTmZDqlpARARUUHJK117cuvPHb/A3977/3xE266eNTlH6xbFwk/mFy/oWOnu+0hYgAAIABJREFUzpdcOWrISUNZ8JavNlc/8NBrr6xRSo2fcNNpZ53hui4ze573wjPPLp5fs33btp59eo8ed23vfv1836d/S0r56Ucfj71sVMPeveUV5Y6Tva868sS8Bauff8EIGF9uTJ546in3z4uUlFhzZsx67P4HevfrqwzjjHPPPu+ika7rMrMGqv54Q+1LrxgB48uNyRNPPeX+6GNWSQkAyoOSMhyNJOLxWCjMyXRKSQmAiooOPIZhvPDMs2MrRw365S+69jj8w/ffn3jnHStiizd/ualVm9ZPLl7atXu3xaueKSktufbSK95/Z+01N1xnGIEu3boee/wQ3/OkUt9s237z2HEtyst37Uy9+tLLJ/32lAcXzAsEg9CaflwgEJg5dfr9s2bfV/3okJNP/PTDjzp36bL166/Ly8vNoFk5bMS2rVuff/P1zN6Gc0757Tnnj5hy912CuL5+j1KSGgH4cN3fKioqzKBZOWzEtq1bn3391Y6dOvm+T3lQUoajkUQ8HguFOZlOKSkBUFHRgScQCNxeddvDc+97YH712SNGfPvtbgCe55WXlzuO84eTTv168+ZVf679cuMXF/3h7El33XnJ6CuYhZv7HjXSWjuO06xZs08//uSsoSd36XrY4lXPNGveXGtNP84IGPMeevTW8X/8zemnVV41etAxv7QsK2tnv/ziiy82bJh80y19BvS/P/rYcyueuunacVeOH9uqdavm5eW/HnpCRcuWWmsiYmbf979MfvHFhg2Tb7qlz4D+sx9+wLIsAJQHJWU4GknE47FQmJPplJISABUVHXgMw3jx2VVjLqksa9bs9D+cOfyikb379f1mxzdPL1362cefvLjyuYtHX37zlEmPR6JV19/4y+OO9T2veYvy0eOuHXD0Ub7vUyMWwgwEFs2vue6K0ZXXXDVpxh1EBIB+HAuuT9fPnTFz0fwFTtb59UknTL97VtZxrrmk8osNG7Xv3zJ18ujxYx+9LzzppgkdO3VsUVHxyQcfXlB56aQZtxuBAAApZfyzz8dedsUXGzZq358wdXLl1aMJBIDyoKQMRyOJeDwWCnMynVJSAqCiogOSEGLNiy/XPBZ56/U3SkpK7os+emjXrlNuvmXzl5s2b/rqjHPPmXjn9Nj8mikTbj3xlN8c0atnTaT6yN69H3l8QXlFhed7BAqYgff+8s5VF13aqnWr8PzooYd18TyPfkogEACwedOmB0Nz5z386Jgbr7958m1fffHF1q+33jPt9k8+/Gje8iXrP/1syi1/Cs+rPuE3J42+4KLPP/1s6QvPduvePZPJ6EZfb9689eut90y7/ZMPP3rkiYXHDT3ec13Kg5IyHI0k4vFYKMzJdEpJCYCKig5IzFxaVqa1fiI6/8arrz3vkpEz5oaEEPX19beO/+Oyxxc9FnsivfvbiTfcOH/Zkt+cetql5w1/9521i555qn2H9sxsBAKJzz8fc8llBArPr+47YEBDw16tNf04ZtZaf/De+60POqjzYV1Wv/DiFeddcH7lJeecf16Xrl1LSktvHf/HRfMWPLhgnlVScvmI8++6d+4fzht22fDzd+zYMfH2aa+vXnP62Wf1OLLnR3/7W/cjepSUlt46/o+L5i24N/LouReMyOVylAclZTgaScTjsVCYk+mUkhIAFRUdYJhZa714fo0Gjuzd6/U1r9438+6xN99YXlF+UNu2Lcor5t41869vvlXz5LLSsrLhp/3+0itHnX7WmTeNGdumbdvhIy+ce9fMGyf+6Ze/+tWoCy9667U3Ro29ZuDgQQCOOe5X5RUVAOhHMDOAWVOnL5q3oE3btju2b+/Wo/vEO6Y/NOe+t2pfK2vefMtXXw3+718+MK/aCAQuPfe8r77c1PXw7p9++OGEKZOskpI/jr76jjn3nHvhBWMuueyvf36zrHnzLV99Nfi/f3lf9WPtO3TQWlMelJThaCQRj8dCYU6mU0pKAFRUdOARQiyMROfeNbO+rq55i/I/jBh2+TVXz71rVmzeAqkUE114WeUNE28VQky++daVy1eUNSuzLGvGvXPS36ZvHjN22j2z+g0cUDn8/M2bvsw5Oc/zmrdovvDpFUcNHux5Hv04Zq5Lf7tk4RMPzJ5z86TbTvrtKQcdfHD8s89eX70m9c3Ozl0OPW7oCR06dgRRMrH+5VWr6uvqBwwa9OsTT0jv/vZv773Xu3+/du3br4/HX1+9JvXNzs5dDj1u6AkdOnb0fZ/yo6QMRyOJeDwWCnMynVJSAqCiogNSIBB45fkXbrvhpkcXPX5k714Acrnc5i837dq5s33HQ9ofcggzg8h33Y3r1++pr+/Wo0dFq1ZuLuc4jmmazJzNZqE1/V8ctIJCCPopwWDw/bXvzn/4kdtm3FFeUeG6rmEYLIT2fSml7/ue5xGRMgzBrKGlkLlcTggRCARyuZzv+4ZhsBDa96WUvu97nkd5U1KGo5FEPB4LhTmZTikpAVBR0QFJKZVcv+HPta+dNfzc0rIyrTUzCyGYGYDWGgARMbOQkol0I2IWzGjEQjD9f7TWlB/P83KOU1JSQsz0/2ImgPLHTAA1kZIyHI0k4vFYKMzJdEpJCYCKig5UzCyE0FoDoJ8RN9Ja089OSRmORhLxeCwU5mQ6paQEQEVF+wEhBAv2PZ+K/pOUlOFoJBGPx0JhTqZTSkoAVFS0r7EQ9d+mbdtu0/YgZiYiZqZGAKgRM1MjAPSPmJn+DgAq+hFKynA0kojHY6EwJ9MpJSUAKirap4QQwRLrwXvmbly/fuo9M6UQzOw4ju/5RsBQhuF7npRSa+04jmA2raD2NQD6O9AgJgKxYCr6cUrKcDSSiMdjoTAn0yklJQAqKtp3hBB76/c8tWzZI3Pvd5zsrVOn/Ob3pz//9DOL5s//Zvs3vfv1veq6sX0HDox/+ukDs+f87b33mzdvfs755w2/aKRSCgAza60XVkfffPU1X2toffzJJ154WSUAKvpXlJThaCQRj8dCYU6mU0pKAFRUtI9wo3tn3n3vzLvPOOfsQCCwfdvWm6dMumf6Hc2aN7cbMs8++dTpZ5310OPzow8+vOqpp3v26fP80yvT6fTiVc8MHHS053kshJfLXTnyknf/+s7AQUdD6+N/c/JFV1wGgIr+FSVlOBpJxOOxUJiT6ZSSEgAVFe0jQggn61xx/oWfffTxwqeXDxg0aPeuXUIIrXVFy4qNifWnHvvrnn36zF++RGttNbrxmmujDz0Se3blsScM8VyXhXBzuasvutQqLXlwQZSJXdfT2qemYSoE6H9IGERMTQPSLv0PKCnD0UgiHo+FwpxMp5SUAKioaN+RQjw45947Jk46rFu3P5w37OzzR3Q+rMtnH338wjPPrlu79v21706dNfOs4edmMpmnly777KOPn3vy6YGDB939ULi0rAxasxBeLnflhReve/e9Y48f0q3H4WcNP7fToYf6vk/50y4RqGmYhEGFY4JrbHqe4FGTsHI7n0psEIEKoqQMRyOJeDwWCnMynVJSAqCion2HmV3XfXrpskXzFqx7992u3bo/tmTR9q+/vnfm3du2bPl297ejxo4ZNXaMk83eMXHyJx9+uCGe6H/UUVPuvqtbj8O17xOR1jo2v+b9tWu/3b37rdrXew/o/+iihRUVFVpr+mlM2rE+eYDgEDHlC8Sm3etqEiYRqBBM2rE+vIe0Q8SUL5Aw7b7XkzCJQAVRUoajkUQ8HguFOZlOKSkBUFHRPiWEKCtttjezd9bU6ffeNeuu+++tvGq07/tfb9586TnDN65fv+KVF/v06yek9D3voTn3Tru16srxY2+ZNsV1HGUYQojSsjKTlK1zlcNGvPzcqqfWvNSnf3/P8ygP8P0dH9RC+9QULGTbfkNYSioUfC/1/gva94gpXyAhVeuBp7BUVCglZTgaScTjsVCYk+mUkhIAFRXtI0KIunS6JlJ9SMeOHTp2fHze/BeeWjlp5p31dfU9eh7h2M6UCbdmbXvpi8+tW/ue53mHdeu6/InYE/Pm3zxpYrCkZMWi2KwH7u/YudOal15u1bp1w569MyZPcV132QvPtevQQWtNedC+t/n1J+G5REz5Aiuj43FnCamoMMxw7fqlV8PLUlOwCjY/9wE2LAKoIErKcDSSiMdjoTAn0yklJQAqKvo7Qghm9n2f/vOEELZt3z3tjsU1NW4u1/6QQyqvvvKEk0++aczYtW//RWtdXl4+7uYbR466PPrgQzOnTAeQc5wTfvOb20N3PzF//uL5Cx95oubg9u0uP++CxGef+Z7f9uCDb5w08Yxzz9ZaUz6Y4dqZ2Ei4GWKmPAFslJScV8OGRQAVgBmu3bDkUrg2MVOeADas0mFRNiwCqCBKynA0kojHY6EwJ9MpJSUAKir6ATPX19U5Waf1QW2oETNTIwD0d5gZAP0TZqZGACgPzCykfCg09/mnVy54cll5RYXW2rbt5IYN2Yzd+bAurQ9qAw1ovX3bti1fbW7VulWnLl0CgYDjOJ7rmsEgM+/ds+eLDRu11l26datoWaG1BkD5YIZrNyyphGsTM+UJYMMqHVbNhkUAFYAZrt2wpBKuTcyUJ4ANq3RYNRsWAVQQJWU4GknE47FQmJPplJISABUVNRJCBEush2bP/SKZnDxzhuDvOY7j+34gEJBK+p5PRFJKZvY8j/6JUiqXy3meFwgEpJK+51MepFLvvPnW1s1bfnfOH5gZADNLKYlINyIiZhZCMDMArTUAbqS1JiLRiIh0I8ofM1y7YUklXJuY6adASNaa/BwHSkuHz2PDIoAKwAzXblhSCdcmZsoTwIZVOqyaDYsAKoiSMhyNJOLxWCjMyXRKSQmAioqIBHNDQ8Mzy598cM7cXM7907QpJ5322+dXrlw8f+HOHTt69etz1XXjj+zdi5l3fvNNbP6CHdt3XDl+bIeOHX3Po0ZCynff/ssDs+d8sXHjUYMHX3P9+MO6d/d9n/IghGBm3/fpZ8YM125YUgnXJmb696D9g3v4bbvLHeulXd/s9DkcKIHWRKCmYoZrNyyphGsTM+UJYMMqHVbNhkUAFURJGY5GEvF4LBTmZDqlpARARQc8bnT/3bPnzph52llnBszAzu07JkydPHPqtLKyskzGfmHlM2cOO/feyCObkl/cPHbcW6+90ap168dXPtl34AA3lyMipdRXmzZdNvz8zN69g4855qklS0894/ehhx9QhgGA9lvMcO2GJZVwbWKmfw8awbLcoGFo3pb3pgItugSsNoFAuRAGswCBAMoTM1y7YUklXJuYKU8AG1bpsGo2LAKoIErKcDSSiMdjoTAn0yklJQAqOuAJIRzHuWLEhZ9+9PHjTy8fMOjoXaldUkrt++UtW25MrD/12OP69O+3YMWyTz786I1Xa+OffPLW628sWLGsz4D+bi5HRIFAYMXipeOvGD3z/nuHj7xg1Pkj33n7L8/UvtL+kEO01rTfYoZrNyyphGsTM/0k3/MPHej2OpmIoD1mFiJgBMpNs6UyyqQsYWYARKB/jxmu3bCkEq5NzJQngA2rdFg1GxYBVBAlZTgaScTjsVCYk+mUkhIAFRURSSHCs+fcedvkrod3P+f8EWePOK/joZ0///iTF5977v131r7313emzrrrzGHnAjAC5i3XjnvmyScXPrWiz4D+bi5HRMpQD825b8bkKQufXD7kpKGTbrh5YfW8FS+/0KtvH8/zaL/FDNduWFIJ1yZm+mmAMnO/GIFmbQiavofvELFSQaWaB8yKgFkuRIBZEOE79C8xw7UbllTCtYmZ8gSwYZUOq2bDIoAKoqQMRyOJeDwWCnMynVJSAqCiIiJmdl13+ROxxTUL//be+92P6FG9+Iktmzffe9fdW7dsqa+ru2r8uEuvGm0YBhHfdv2Nzz711MKnVvQZ0N9zXSKSUt5/9+zZt894fOXyY4cMmXLLnxY88tjyl1b16d/f8zzKC1MhQP8TzHDthiWVcG1ipnxoz+800O19MkHTP8B3+DsiEAiUB8wKpZopVcLMAIhAf48Zrt2wpBKuTcyUJ4ANq3RYNRsWAVQQJWU4GknE47FQmJPplJISABUVNRJClJU227O3ftbU6ffNuufuB+6/eNTlnudt2by58tzzvtyYfHL1i7369pVS3TruupUrVix+7ple/fo27Nnj+X5Jacm8hx6ddMPN1csWnX7mmWMqL3/hmeeeqV3ducuhvu9TPrRHpKmpWBELKhgzXLthSSVcm5gpH9AIlOaOPgflB5P26V/Ad4hYqqChmgXMioBZIUSAWRDhO/QdZrh2w5JKuDYxU54ANqzSYdVsWARQQZSU4WgkEY/HQmFOplNKSgBUdMATQtSl049Xz+vQqWP7Dh2eiM57fuWzk2feWZ+u69HzSNu2p064NWtnV7zyQpuDDvrs408fnnvv22+8MfGO248/+aSnli59esmy2Y88VJ+uG/mHs0865ZTT/nDm5JsmdD+ix6OLHg8Gg1pr+kkiYHyxTOz+lIRB+dM597BzdEVP0i4Vhhmu3bCkEq5NzJQn7fmdBri9TqKfgO/wd4QRMMoDwZZKNVOqhJlBBDfTsPhSuDYxU54ANqzS4VE2LAKoIErKcDSSiMdjoTAn0yklJQAqOuAJIWzbvmf6HYsXLMzlnPYdDrl8zFVDTjrxpmvGrv3LX6F1i5YV42668eLRV6x96+2xl42qS6d9zzOt4JXjxmaz2cU1Cx+umd+zb58Zk6bMe+gRYu7YudOMuaFfHvcrz/MoHyKgNi7lXR+TMCh/Oud1G4aWvUi7VBhmuHbDopFwbWKmPAFklrpDx/msKS/4DhFLFTRUs4BZEQi2ZN9vWD4ark3MlCeADav07IfZsAiggigpw9FIIh6PhcKcTKeUlACoqIiImYWUD86e+8LKlQueXFZeUaG1tm07uWFDNmN3PuywNge10Vp7rmvbNjMTM7Q2AgEppee6ZjAopfR9f+P6DfV1dd0O717RsqXv+5QfIcXXn2+s27VbCKa8aR8djujaolVLrTUVhhmeU//qdPgONYVQQTX4sobMV9Q0+A5/RxiG0dy1vwFATcEsWx3838ySCqWkDEcjiXg8FgpzMp1SUgKgoqJGUqm1b7719Zavf3f2WcwMgJmllESkG1EjIQT9AAARMbPWmoiYWUjBxLoR5Y1VIP3mvOxX61gGKG/wc+XHXBzsNAC+S4UC/F271wE+NQUL1bK8T136UzdXzyyoyUDfE8TUJMyyVetBzJIKpaQMRyOJeDwWCnMynVJSAqCioh8IIZjZ9336ebEK2q9MdjesYWVS3uBlrRMnG91OgOdQoQB/1853AJ+aglk0a354pmGz6+5lZvq5MMtWbQYzSyqUkjIcjSTi8VgozMl0SkkJgIr2S1JKAFprOgCwCmZWT3M31rIyKW/wsiVDJxpdh8BzqFCAv2vnO4BPTcZEmojpZ8QsW7UZzCypUErKcDSSiMdjoTAn0yklJQAq2v8wc2pnSilZXlEBgIiYmRoBoEbMTI0A0D9hZmoEgPZ7rIKZ1dPcjbWsTMobvGzJ0IlG1yHwHCoU4O/a+Q7g0/8GzLJVm8HMkgqlpAxHI4l4PBYKczKdUlICoKL9jDIM7XmTbrqlS7euo8eNcbKOECKbzULrQDAomH3fl1JqIJfNMgszaGqtAdAPlFK5XM7zvEAgIJX0PZ/2b6yCmdXT3I21rEzKG7xsydCJRtch8BwqFODv2vkO4NP/BsyyVZvBzJIKpaQMRyOJeDwWCnMynVJSAqCi/YkQYse27bGamkfvCx/eo0fVHdMP73nkonkLVj35dCaTOebXvxo1dswhnTptSn7x0Jy5b7/x55LSsjOHnXNB5SWmaQIgIiHlu2//5YHZc77YuPGowYOvuX78Yd27+75P+zFWwczqae7GWlYm5Q1etmToRKPrEHgOFQrwd6fWAj79/wCgn4mSUgpJeWAWZeUDmCUVSkkZjkYS8XgsFOZkOqWkBEBF+w0WIpvJ3DRm3JoXXzp7xPDt27a3a9/uzGHn3nHb5MOP6PG3d9//cN268bfcdP2tt94y7rpVT68cf8vN69a+u+qpp+evWHrcCce7rquU+mrTpsuGn5/Zu3fwMcc8tWTpqWf8PvTwA8owAND+ilUws3qau7GWlUl5g5ctGTrR6DoEnkOFAvytW98EPPq/GICn/YBSAWXQf56S6o2P1q3bsF4KQf8eEAiY48+fbBomACqIkjIcjSTi8VgozMl0SkkJgIr2G0qpzZs2Df/t79q2axddurh1m9Z1dXVCCN/3yysqlj2+6JpLKkdcctHUu+8aNWLk11u2LHn+2ZeeWzXphpsfW/z48Sed5LpuIBBYsXjp+CtGz7z/3uEjLxh1/sh33v7LM7WvtD/kEK015UkYRExNA9IuFYpVMLN6mruxlpVJeYOXLRk60eg6BJ5DBWFm27GvuqvSdrLM9B1P+4ZUR3Y69Nf9BvTs3AUA/ScJ5qzrhpbFPkxuCChF/xYAy7QWTolZpgWACqKkDEcjiXg8FgpzMp1SUgKgov2GEMLOZCaMve6pJUsHDhp03sUX/vbMM5q3aEHfYZ56y62PzL3/7gfuv/DyymdXPDnh2nGtD2q7p77u5NN+W3XHNMMIAFCGemjOfTMmT1n45PIhJw2ddMPNC6vnrXj5hV59+3ieRz+NCa6x6XmCR03Cyu18KrFBBGo6VsHM6mnuxlpWJuUNXrZk6ESj6xB4DhWEmW3HvnTahZlsxgeUlD06djq+31F9u3S1gqbn+/QfZkiV2PLV3BVLMlmbhaB/C4BlWtVVNZZpAaCCKCnD0UgiHo+FwpxMp5SUAKjo31JKAfB9n34WQohvd++e/8hjK5ctX/95/JTfnT774Qdbtmq59PFFN40Ze8rvTr9jzuwW5S3eefsvE64dl2nI7Nq58/iTT5w2+542B7XRWksp77979uzbZzy+cvmxQ4ZMueVPCx55bPlLq/r07+95Hv00Ju0EPwiRzhIx5Qskgtl+15EwiUBNxyqYWT3N3VjLyqS8wcuWDJ1odB0Cz6GCMLPt2BdNOd/1cj07H/rrvgP6dTs8oJT+DkD/eUrIZ//65uJXXwkYBv0UAJZpVVfVWKYFgAqipAxHI4l4PBYKczKdUlICoKIfwY3e/ctfS0pKevXr6/u+EEIZBjP73veISCnFggn0f/i+r7WmHwghlGEws+d5vudRfgzDKAmWbt225brRV9e+9PLTr768e9eucZdfOXDQ0aFHHmzXrsPmrzZVDh9BRA/VzHv1pVduHf/HCVMmXTF2jJvLWSVW9MFHJt1wc/WyRaefeeaYystfeOa5Z2pXd+5yqO/79NOYtGN89CBph4gpXyBhun2uImESgZqOVTCzepq7sZaVSXmDly0ZOtHoOgSeQwURQjbYe2fM+9N/9ezZr2u3EjPo+T4A+lkws+/7s5Y+sX7LZikE/RQAlmlVV9VYpgWACqKkDEcjiXg8FgpzMp1SUgKgoh8RMM2d23eMqby8Z98+t905Xfu6vr5+QzzhZLOduhza4ZBDPNfbvm1rw94GZiYiFtz24IPLmjUDQERCCCeb/ezjT2zbPqx794PbHez7Pv1bSqnkhg1PLV7Wd2B/0zTvnn77rlRq4p13TL5xwp66ujE3Xt+hU8dmzZp37NzxorOHtevQYca9oXVr350w9rqrrxuX2pn6evPmuY898vknn158zrknnXLKaX84c/JNE7of0ePRRY8Hg0GtNeVB+/qLde9rX1NTCCm6DBgopKCCsApmVk91N9SyMilv8LIlJ95mdB0Cz6EmEwSdc9N2ZlvW3hkwDP0dgH5GUohNO7bfuWiB63nMTD8FgGVa1VU1lmkBoIIoKcPRSCIej4XCnEynlJQAqOhfEUK88WrtnDtnfvrxR82btxh17TUn/+60yTdOWPfuuw179nY9vPvkmXf17NP7xmvGrFv7nhCCBUPj+qpbh428wM3lhBD19fWzpkxbuXyFk3WO7N1r2t2z+h41wHNd+nFSym1fb73txptfX7OGNI7o3fuPf5qgfT3+ilGZjO04jvb9Hr16Pv70k08tWXL/rNktyltkMnavPn1uu+v22bfP2Lbl60djC1uUl8+cMm3eQ48Qc8fOnWbMDf3yuF95nkf50b5OvrtW+5qaQkhx2NGDhBRUEFbBzKt3usnXWJmUN3hOyfG3GIcdB8+hvDELQLtufaZhq5vbDe2xkADoZxdQxlNvvrbiz69JISgPACzTqq6qsUwLABVESRmORhLxeCwU5mQ6paQEQEX/REqZ2rnz0nOG79mzZ/LMGTu2bXdse9B//3LVU88c/YtBLz773IJHIxdUXjJ11szXVq/+evMWpdSzTz75Zu3rj8We+O0Zv3Nd1zCMZU8suv7Kq68cP67joZ3/dN3154w4b8Z9c5kZAP04IYTneX8cdZVpmnfeN8c0TcdxsnaWCNSIhbAsi5m3btmy6ctNFRUVh3XrFrSCtm0DME2ThdC+v3H9hvq6um6Hd69o2dL3fcoTM1x777LRcLPETHkC2AiWnfMwGxYB1HTMsm73B9nMdmZJeQO8Fi37BUvaAT7lRRDpXC6dzWx3nF2Az8xETPuCYHZc994nl3z85RcBpSgPACzTqq6qsUwLABVESRmORhLxeCwU5mQ6paQEQEX/RCq1bcvXI353BoD7qh8dOGiQkDKbzRpKBUxzcc3Cqy+69OJRV0yfPUspJZVKfbPz3FN+qwKBhU8tL29RDgIzT7rx5hWxJav+XHtwhw5nnXASiBaveqasrExrTf8WM696+pkW5S1+dfwQrTUAIQT9AETQmpmFECwYIO37AJiZiAAQETMLKZhYN6L8McO1G5ZcCtcmZsoTwIZVOizKhkUANR2zrEt/ms3uYJaUN8Bv0aJn0GoL+PRvMQtAu269ndmac3Zr7TEL2qcMpdZv2Tx3xZK9dkYIQXkAYJlWdVWNZVoAqCBKynA0kojHY6EwJ9PitAUhAAAgAElEQVQpJSUAKvonzAxgwaOP3TP9zrp0+qTTTh099trBx/xSCFGXTl9befm7b//1kSdqjj3heM91jUCg5tHIhLHjp90zq/Lq0W7OZWbf98ddPurdt/+6snZ1qzatLz572Nebtyx/aVWr1q211vRThJQEaK3pZ8YM125YUgnXJmbKE8CGVTqsmg2LAGo6ZlmX/iRr72CWlDfAb1HeK2i1BXz6UYJI53J1WXubk90F+MxMxLSvKSlXvfP2otUvBQyD8gPAMq3qqhrLtABQQZSU4WgkEY/HQmFOplNKSgBU9K8IIVjw+39d++yKp2oi1e3at4+tWtn24IOnTvjT/EcevXX6lMuuuZqJhBDf7v72suEjvtnxzcKnl3fp2pWZhJBONjvuslF/feutla+ubtP2oJFnnf3N1u3LXn6+vKJCa037LWa4dsOSSrg2MVOeADas0mHVbFgEUNMxy7r0J1l7B7OkvAF+i/JeQast4NM/YRaAdt16O7M15+zW2mMWtH9gZs/3Zi+LxTd/JYWg/ACwTKu6qsYyLQBUECVlOBpJxOOxUJiT6ZSSEgAV/RNmztp21s527NRZwx97+eglCx+PPfv0W6+/8dCce6+vuuXaG28AkLVtwzCeXLz02srLr75+/ITJkzzP+/zTz3KO06d/vzuqblsYia6sXd3x0E6/PXZIx06dqpcsUoYBgPZbzHDthiWVcG1ipjwBbFilw6rZsAigpmOW9XWfZu0dzJLyBvjNW/QMWm0Bn/4BEyGXq8va251sCvCZmYhpv8HMOY9ueHC2nXOYmfIDwDKt6qoay7QAUEGUlOFoJBGPx0JhTqZTSkoA9L+ElBKA1pr+85RhfPbxx9MmVLU7pEPQNFetXNmzT+/zLr5obOUVnuf/16+OMc1guw7t/zR9qhEIXHz2sA/ff3/Fyy/2HTggvXv3ZcMv2Lply/KXn//wvXVXjry4/9FHl1eUr37hxcmz7rr0yis816P9GTNcu2FJJVybmClPABtW6bBqNiwCqOmYZSr1QSazjVlS3gC/dat+JaXtAJ8aMQsArltvZ7bmnF1ae8yC9j9MYNXm2ntvs7MZZqb8ALBMq7qqxjItAFQQJWU4GknE47FQmJPplJISAP1vwMypnSmlZHlFBQBmpkYgEOjvMTMRAaB/xMzUCAD9FCFEw969S59Y9Mjc+zzPv6Dy4hGXXLxzxzcPz703a2cdx4HW7Q855NbpU+xM5q4p0w8/sscVY66RUuZyueoHH07v3n3N9dcFLevxSPTJJUu11qf87vRLrxpdUlKitab9GTNcu2FJJVybmClPABtW6bBqNiwCqOmCgeCMmumvv19rBkzKWzaXnXBR1XEDhjg5h4iJ4ObqbXubk00BPjMTMe2XBEvD6nLV3eMy2QZmpvwAsEyruqrGMi0AVBAlZTgaScTjsVCYk+mUkhIA7feUYWjPm3TTLV26dR09bkzOyRFRNpslomAwCEBrTUTMLITwPZ8FA6C/o5TyfT/nOCyEUoryIIQwAoEbr762vLz8trvucLJZIjKDJhFTI2idzWaJKGhZWmsnm6VGZtBkFk42S0SGYdTX1WmNFhXlnusCoP0cM1y7YUklXJuYKU8AG1bpsGo2LAKo6YKB4NTqSbXvrTEDJuUtm8veVjnl+KNPzDpZ191jZ77OObu1dpkF7RdAxPRPAB0ItAiUHHb5nZfZ2QwzU34AWKZVXVVjmRYAKoiSMhyNJOLxWCjMyXRKSQmA9m9CiB3btsdqah69L9y9R4+Jd97erkP76gce/vOrrxpG4LSzzrzgskvKysoAaK1XLIq98eprR//XLy6ovISZqZGUcsP69Y/MvW/tX/7SrFmzmydPOvb4IZ7rUh6+2JgMBs32hxwCgAoihCAirTU1GVMhQP8TzHDthiWVcG1ipjwBbFilw6rZsAigpgsGgtOik2vfW2MGTMpbQzZzW+Xk4/oOTtdtymZ3Aj4zEzHte/iOlKbWLv0TAKWlHaXZvnL6BbZjMzPlB4BlWtVVNZZpAaCCKCnD0UgiHo+FwpxMp5SUAGg/xkJkM5mbxoxb8+JLZ48YvmPb9rbt2/U/+qjHI9Eje/d+5fkXtm/den/0sTOGnctEa//y11EjLti+bfvxJ58UWfyEUgqAVHLn9m+uvqRy+9ato64d43tev6MG9h90tPZ9yoOUEoDWmn5+2iPS1FSsiAUVjBmu3bCkEq5NzJQngA2rdFg1GxYB1HTBQHBadHLte2vMgEk/BQTf10KIzgcdNOp353VoVZFzbWZB+wUQEXPAKjnYNFvt2bPBc/cQMf09poqKvh7MyukX2o7NzJQfAJZpVVfVWKYFgAqipAxHI4l4PBYKczKdUlICoP2YUmrzpk3Df/u7tu3aRZcubt2mdV1dHREJIcrKyqbcfOuDc+ZOnXXXFddeY2cyYyqvqE+nv9mxo2Pnzo8uWqiUAhAIBJ5cvOzGa8Y8ML/6tDPPYMFO1nFdl/ZzImB8sUzs/pSEQfnTOfewc3RFT9IuFYYZrt2waCRcm5gpTwAbVumIGjYsAqjpgoHgtOjk2vfWmAGT/i1faybq3qHjsX36DepxZEBJ0HeY9j18R6pg0GwTLGkvZVAImWnYtqc+Tv8AUpa0bD0wm3Mqp4+0HZuZKT8ALNOqrqqxTAsAFURJGY5GEvF4LBTmZDqlpARA+zEhhJ3JTBh73VNLlg4cNOi8iy/87ZlnNG/RQghRX18/+vyL1r377vwVS48d8usVixbfMXHS7XPumX37nRUtW0YWPyGEAJGS8t6Zs+bOmPXrk05s2Lu3XYf2V40be3jPI33fp/2ZCKiNS3nXxyQMyp/Oed2GoWUv0i4VCtpNfxqD7xIz5QlgaZT3PI+FQQUJBoLTopNr31tjBkz6V0Dk+75gPvTgdif0P6p/98Obl5R6vg+A9j0QEbMRtA4OWgcpVUYEIhAx4NV9+3EuV8csqBGgS8o6NW/WNeM0VE4faTs2M1N+AFimVV1VY5kWACqIkjIcjSTi8VgozMl0SkkJgPZvQohvd++e/8hjK5ctX/95/JTfnR569KHSsrJ7pt1+/92hGybeOvamG77ZsWPU+SO7H3nkmBuuu3z4+a3atHn48QXNmjUjIma+a8rUB2fP/f05Zx/coX30wYdOPPWUuZFHlZQAaH8lpPj68411u3YLwZQ37aPDEV1btGqptaZCAf6u3esAn5qCWbZqOYBZUkGCgeC06OTa99aYAZP+ia81E3XtcMixffr9okfPEjPoQ3+H9j18R8qgGWxjlbST0mImAPQDZmHbO/bUfU7E9H9xi4pewWDrTHZv5fSRtmMzM+UHgGVa1VU1lmkBoIIoKcPRSCIej4XCnEynlJQAaL9nGEZJsHTrti3Xjb669uVXVrz0/Lp335sxacpFoy7/07QpJVbp66+uuegP57YoLy9r3uyL9RuUoa66bvyV48eCKGias2+f8dDcuc+9Udurb58zTzj5293fLn9pVVmzZlprygMLZmJqIjSiQrEKpN+cl/1qHcsA5Q1+rvyYi4OdBsB3qVCAv2vnO4BPTcEsW7UZzCypIMFAcFp0cu17a8yAST8Ake/7grlz24NPGHBU/249WpSWer4PgPY1IYTWPrMRtNoGrbZKlRGBCPRPAJ3+9kPP3UPEgDaM5i0qeilpZpxM5fSRtmMzM+UHgGVa1VU1lmkBoIIoKcPRSCIej4XCnEynlJQAaD+mlEpu2PDU4mV9B/Y3TfPu6XekdqYuHX3FnZOmdO7S+Yprry0pLenQsWP7QzqsXLr82927c46zIra4tKzs5imT3nz1te3bts997KE/1742tvKKG6r+NOiY/7r64sqjfzH43upHpZQA6Kcwc2bPHs/JETPlD7CalRmmCYAKwipovzLZ3bCGlUl5g5e1TpxsdDsBnkOFAvxdO98BfGoKZtmqzWBmSQUJBoLTopNr31tjBkxq5GtNRF3bd/hV736Dj+hZalm+/h7ta4JZCrFrT32bll3Lyg4R0mImAPQjmIWd2bGnPk5EAKySDs1bdCOC7diV00fajs3MlB8AlmlVV9VYpgWACqKkDEcjiXg8FgpzMp1SUgKg/ZiUctvXW2+78ebX16whjSN79x53y00bPo/PnDodWjuOA+D0P5x1f/Qxq6SEhcjs3Xv+7886uH27GffOue6KK7dv3fbY4icCAePW8de/tnp1SUlpm4Pa3D7nnv5HH+17HuVBSPHVpxvTqd1CCMqb9nWnnl3LW7fUWlNBWAUzq6e5G2tZmZQ3eNmSoRONrkPgOVQowN+18x3Ap6Zglq3aDGaWVJBgIDgtOrn2vTVmwPR8XzB3Oujg4wcMHNi9R4vSMs/3AdC+JoVg5vpMw+sf/u2DjRunXzXHMi1A009gwKv79pNcLs1CtCjvHQhUMJPt2JXTR9qOzcyUHwCWaVVX1VimBYAKoqQMRyOJeDwWCnMynVJSAqD9mxDC87w/jrrKNM0775tjmqZt2znHoR9IqcygST/IZrPMbJpmLpcDYJqmECLn5BKff5ZzcocfeUSz5s1936f8CKm+Wbdm77akkIrypj3voIEnlLU7TPseFYRVMLN6mruxlpVJeYOXLRk60eg6BJ5DhQL8vel1gKamYBZl5QOYJRUkGAhOi05evfYVM2B2bdfhv3v3/a8je5Valq+/R/saMyspU/V1az//tPaD97emUpZpLZj0hGVaAOinMIusvaO+7nMhrZatBjILZrYdu3L6SNuxmZnyA8AyreqqGsu0AFBBlJThaCQRj8dCYU6mU0pKALTfY+ZVTz/TorzFr44forUmImamH6AR/YCZiQgAMxMRACJiZiklEelGlDdWQfuVSe6GNaxMyhu8rHXiFKPbCfAcKgirYGb1NHdjLSuT8gYvWzJ0otF1CDyHCsLMjuvMeWJyLucQM+UJCATM8edPNg0TADWdZZZMrb5t/aYPTxl8zMDuR5SXlXm+D4D2NSkEM9dnMm9+/MHbn360accOwd+zTKu6qsYyLQCUB0B/u/uDQKB5WbNuRGBm27Erp4+0HZuZKT8ALNOqrqqxTAsAFURJGY5GEvF4LBTmZDqlpARA/xsIKQnQWtPPi1Uws3qau7GWlUl5g5ctGTrR6DoEnkMFYRXMrJ7mbqxlZVLe4GVLhk40ug6B51BBmNl27AsnnWc7NjNTfgBYprVwSswyLQDUNMxMvtfwwee1FWWqvKy5r79H+xozKyl31detjX9W+7f3t+1OAaSkJCIAlmlVV9VYpgWA8sAssvZOFtI0WwKamW3Hrpw+0nZsZqb8ALBMq7qqxjItAFQQJWU4GknE47FQmJPplJISABX9OFbBzOpp7sZaViblDV62ZOhEo+sQeA4VhFUws3qau7GWlUl5g5ctGTrR6DoEnkMFYWbbsSunj7Qdm5kpPwAs06quqrFMCwDlh1kA8Ly9dmabk00x+SACQPuaFIKZ92Qyb37y4VuffLRpx3bBLISgHwCwTKu6qsYyLQCUL9D3mIiY2XbsyukjbcdmZsoPAMu0qqtqLNMCQAVRUoajkUQ8HguFOZlOKSkBUNGPYxXMrJ7mbqxlZVLe4GVLhk40ug6B51BBWAUzq6e5G2tZmZQ3eNmSoRONrkPgOVQQZrYdu3L6SNuxmZnyA8AyreqqGsu0ANBPY2Jyc3uy9g4nu0Nrj5mJmPY1ZlZS7q6vfzfx2avr3t+6OwVASUn/CIBlWtVVNZZpAaCmY2bbsSunj7Qdm5kpPwAs06quqrFMCwAVREkZjkYS8XgsFOZkOqWkBEBFP45VMLN6mruxlpVJeYOXLRk60eg6BJ5DBWEVzLw82d2whpVJeYOXLTlpstHtBHgOFYSZbceunD7SdmxmpvwAsEyruqrGMi0A9OOYBQDfa8jYW51sSvs5ZkH7ASkEM++1M29+/NFbn3705fZtzCyFoH8FgGVa1VU1lmkBoKZjZtuxK6ePtB2bmSk/ACzTqq6qsUwLABVESRmORhLxeCwU5mQ6paQEQEU/jlUws3qqu6GWlUl5g5ctOfE2o+sQeA4VhGVg7/vVua/fZ2lQ3uDnyo6qDLQ/Cn6OCsLMtmNXTh9pOzYzU34AWKZVXVVjmRYA+teYmLzcXju73bG/0dplZiKm/YCh1O499e/FP3/1g/e+TqUAKCnpxwGwTKu6qsYyLQDUdMxsO3bl9JG2YzMz5QeAZVrVVTWWaQGggigpw9FIIh6PhcKcTKeUlACo6MexCmZevdNNvsbKpLzBc0qOv8U47Dh4DhWEWdbVx7PZb5gl5Q3QLZr3CAbbAD4VhJltx66cPtJ2bGam/ACwTKu6qsYyLQD0j5gFAN/LZOytuWzK9x1mQfsFEIhY1v7t3T9/8sGX27YTkxSCfgoAy7Sqq2os0wJATcfMtmNXTh9pOzYzU34AWKZVXVVjmRYAKoiSMhyNJOLxWCjMyXRKSQmA/tdgYmoygP4HmGXd7g+yme3MkvIGeC1a9guWtAN8KgizrEt/krV3MEvKG+C3KO8VtNoCPhWEmW3Hrpw+0nZsZqb8ALBMq7qqxjItAPT/YWLycnvt7A7H3qG1x0xETPsBQAsZCFoHsSi/7M5RDXaDoRTlB4BlWtVVNZZpAaCmY2bbsSunj7Qdm5kpPwAs06quqrH+H+rgBMyRqlwY//ueqlSdUzUrAwwzIKsiiyjaLCoCTegGmyjKh0sMjtADigoiDReBdtKEztAsLgEhCkoTvUiIXhQVQgPdhAiKsgRUGCQNNCqyDLTSLFXnVCV13j9y/z6PXBit1PPdT/39bEFEkIhpGOXK5Gy7XSuVcW5h3jQMIoJ/F1GHdAQIPSBAMwVoQFKIxvMLDyq1EdGA2IiipUt342IlUQSJIBrPL2xQciOiAbERRUuX7c7FSqIIEkFEGci169fIQCIixENEwhZXrLtS2IKIAACREVHU9X35ZKjmoyhAZPAvgV7GmGnzlVystOylUvlr139cBhIRIR4iEra4Yt2VwhZEBL1DRBnItevXyEAiIsRDRMIWV6y7UtiCiCAR0zDKlcnZdrtWKuPcwrxpGEQE/w7Q5H7zvO5jt6NhQ2wUKXHgGakd96duAIkgGs8vbFByI6IBsRFFS5ftzsVKoggSQTSeX9ig5EZEA2IjipYu252LlUQRJIKIMpBr16+RgUREiIeIhC2uWHelsAURAEI3fEmqjYHcqHUXEQAQ/gUQaWZYtr25cFabpouIACQDuXb9GhlIRIR4iEjY4op1VwpbEBH0DhFlII+dWCMDiYgQDxEJW0yOXilsQUSQiGkY5crkbLtdK5VxbmHeNAwign8HaHL/lvHOI000bYiNusoZGEvt1E/dABJBNLwXH+oEzwIaEB9FzuJdLHsLoggSQTS8Fx/qBM8CGhAfRc7iXSx7C6IIEkFEGci169fIQCIixENEwhaV/FXC4p2O58unQvVsFAWIDP4l0MsYM22+JRcrLWsJEQAQACCiDOSxE2tkIBER4iEiYYvJ0SuFLYgIescQPeUfeXzOVz4iQjxE5HDnB5dVXe5oIkjENIxyZXK23a6Vyji3MG8aBhHBvwM0uT99VueRW9G0ITbqSmfw7NQb09QNIBHDSLU23PTkxocNw4TYulFnr90PXb3yTVHUhUQMI9XacNOTGx82DBNi60advXY/dPXKN0VRFxJBRBnItevXyEAiIsQTRZFt8StGv4X0ovSf1rqDCAAI/wKINDMs295cOKtMcxEiEmn4K0SUSuZOP8pXkiFCPJrI4aJ6/lWCCyKC3jFET/qHZbOe9BkixKOJXOHcUKu5wtFEkIhpGOXK5Gy7XSuVcW5h3jQMIoIemaapXwH/DyFLvfjYzcFzDyNLQWykO4u3P8Te7I2ku5AIt/jYt9Y17pmxLRtiU6EaP259eu+BIAwgEW7xsW+ta9wzY1s2xKZCNX7c+vTeA0EYQCKIKAO5dv0aGUhEhH+kG0UIsNWKFQe/fe/0O/YlHQAw+JdAL2PMtPmWXKy0UksIXkbwagzRk/5h2awnfYYI8WgiVzg31GqucDQR9I4hetLP5LKe9BkixKOJXOHUqzVXOJoIEjENo1yZnG23a6Uyzi3Mm4ZBRBAfIkXRxqc3Llm6xF20iIgQEV5BAEAEr0BEeAURwWsgIgAQEfQC0Xj+hYeUehbRgNiIoqVLduF8C6IIEuEWL1YKzVbDtmyITYUqP1zo70sHYQCJcIsXK4Vmq2FbNsSmQpUfLvT3pYMwgEQQUQZy7fo1MpCICJumX0a07ZYr37XbHu/Z461LHLcbRfCvgUgzw7LsFY5YbaYWISKRhtfDED3pZ3JZT/oMEeLRRK5w6tWaKxxNBL1jiJ70M7msJ32GCPFoIlc49WrNFY4mgkRMwyhXJmfb7VqpjHML86ZhEBHExjl/+qmnzjxpZM0nj00fMtjpdAggUAoAOOdEpLU2TDPqdsMwNE3Tsqxutwt/wzRNIup2u4gIvUA0vBcf6gTPAhoQH0XO4l0sewuiCBLhFi9WCs1Ww7ZsiE2FKj9c6O9LB2EAiXCLFyuFZqthWzbEpkKVHy7096WDMIBEEFEGcu36NTKQiAivpxtFCLBysxX9b3v7PrvstvnSZVEUaSL456OXITO5vQV3tkqllsBfEGwaQ/Skn8llPekzRIhHE7nCqVdrrnA0EfSOIXrSz+SynvQZIsSjiVzh1Ks1VziaCBIxDaNcmZxtt2ulMs4tzJuGQUQQD2Pstxs2fPvSb33/yu8OHf7+08by3OGXX/L1n93aTKWswz54+Jrj1i5bvvzRhx/52gVfuvfOu7fdYfvjT/7cew48MIoieIVpmn/8w+NXXj4ZKPn5M05fsnQpEUE8hpFqbbjpyY0PG4YJsXWjzl67H7p65ZuiqAuJcIsXK4Vmq2FbNsSmQpUfLvT3pYMwgES4xYuVQrPVsC0bYlOhyg8X+vvSQRhAIogoA7l2/RoZSESEV9MvI3rDFlu+a7e3vGePty11FxFRpDX8CyDSjKUse4VwVqdSixGRSMM/whA96WdyWU/6DBHi0USucOrVmiscTQS9Y4ie9DO5rCd9hgjxaCJXOPVqzRWOJoJETMMoVyZn2+1aqYxzC/OmYRARxGCa5h9+97tP5da89OJLh33wA7++995D35fZfIstvvPNy3d/6x4312944vHHL/n25NDh7z9p7SdvazTe93+OaNw0vXjp4uqPf7Ry1VZaazOVav3yzvx/fOHXrXu32fYN187ctNXq1VpriIdbfOxb6xr3zNiWDbGpUI0ftz6990AQBpAIt3ixUmi2GrZlQ2wqVPnhQn9fOggDSIRbvFgpNFsN27IhNhWq/HChvy8dhAEkgogykGvXr5GBRET4q24UIcCWyzfrf9vb99l19y2WLouiSBPBPx+9DJnJ7c25s1UqtRT+giAehuhJP5PLetJniBCPJnKFU6/WXOFoIugdQ/Skn8llPekzRIhHE7nCqVdrrnA0ESRiGka5MjnbbtdKZZxbmDcNg4ggBsuybm/cuuaID31kzVHnX/I1rSPpSyJijC1evHj8zC+Wv1KauPAr++737o8edvjhHz7y3ItKF513wXlnnf2dH/zXwe89pNPpmKZ5+63NDb/+zZ13/OK3Dzxw7fSNK1et0lpDPNzixUqh2WrYlg2xqVDlhwv9fekgDCARbvFipdBsNWzLhthUqPLDhf6+dBAGkAi3eLFSaLYatmVDbCpU+eFCf186CANIBBFlINeuXyMDiYgAoElHmt6w+Zbv2m339+yx57JFi4go0hr+2RDRNBgBM8zlwlmdSi1GRCINvWCInvQzuawnfYYI8WgiVzj1as0VjiaC3jFET/qZXNaTPkOEeDSRK5x6teYKRxNBIqZhlCuTs+12rVTGuYV50zCICGIwTfOPjz/+mY8fs+H++9/Tf+DHjjn6oEMGLMsyDOOF55//9MePbt19z9U/udbzvGM+9NFT142OnHn6VZOVUz792S9//ZKPHv3xMAgBwEyZAPjZTwy37rzrR7fctHLVKq01xMMtXqwUmq2GbdkQmwpVfrjQ35cOwgAS4RYvVgrNVsO2bIhNhSo/XOjvSwdhAIlwixcrhWarYVs2xKZClR8u9PelgzCARBBRBnLt+jUykJHWCLDl8uUHvvUd++y625ZLl0daa9Lwz8YYMw3m+ermn7be/tYD9nrHuzudLgBB7xiiJ/1MLutJnyFCPJrIFU69WnOFo4mgdwzRk34ml/WkzxAhHk3kCqderbnC0USQiGkY5crkbLtdK5VxbmHeNAwigngM0/j9o49d/vVv3Hxd/Yk//vGzp5x8xtlnAcCX10+Uv/zVU9eNjpx5+s3X33D8mqNPP3vspNNOvfrbV44c/5nzL74wN3xMGAREhIhRFH3+uOPvvevuH91y08pVq7TWEA+3eLFSaLYatmVDbCpU+eFCf186CANIhFu8WCk0Ww3bsiE2Far8cKG/Lx2EASTCLV6sFJqthm3ZEJsKVX640N+XDsIAEkFEGchjih9/Ub647RZbvWvXt+z/1j2XLVpERJHW8M+GiCnTWHjB++W9D103c9dvHny0ND6ROeQQpRQkwhA96WdyWU/6DBHi0USucOrVmiscTQS9Y4ie9DO5rCd9hgjxaCJXOPVqzRWOJoJETMMoVyZn2+1aqYxzC/OmYRARxMY5t1P2Aw/85pgPZaNu99qZG3/yg2svOLt49KeOGy2e7Qh3+sap4Q999PiTTyqsn/jGJV/74sip37r6qvShg91u1zRNwzQZ4mePObb1yzvrt9+6+RZbdDodiIdbvFgpNFsN27IhNhWq/HChvy8dhAEkwi1erBSarYZt2RCbClV+uNDflw7CABLhFi9WCs1Ww7ZsiE2FKj9c6O9LB2EAiSAyX/mnXXzC3ju/+V277bHl8uVRpDVp+GdjjJkG83x1+10bbvrpvRvav9dEYSe8cHxiaGBQKQWJMERP+plc1pM+QyXn5cUAACAASURBVIR4NJErnHq15gpHE0HvGKIn/Uwu60mfIUI8msgVTr1ac4WjiSAR0zDKlcnZdrtWKuPcwrxpGEQEMZim+Yvbf/aL227f593ven7h+fx/nPaWt73tAx8+8gsnfG7bHXb41Emfc1xnmze8YcWWW3ziiA+5ixaNnHn65Zd8/fHf/+Giy79ZOve8Hd6401nnTbz4wguzv32odO75sw/+9tyvffXte+295VYriQhi4BYvVgrNVsO2bIhNhSo/XOjvSwdhAIlwixcrhWarYVs2xKZClR8u9PelgzCARLjFi5VCs9WwLRtiU6HKDxf6+9JBGEDPEACjrif9p+f//MhS1yWASGt4PYwxQNCRhv99iJhKGc+/4P/y3oeun7mrPfdEFEWmYSCiVLI0PjE0MKiUgkQYoif9TC7rSZ8hQjyayBVOvVpzhaOJoHcM0ZN+Jpf1pM8QIR5N5AqnXq25wtFEkIhpGOXK5Gy7XSuVcW5h3jQMIoIYTNO875571p1yWnvDgykr9a799/+P/OjPf3r7+YVx0joIAiI67AOHl79zxX9ddfU5X8wHQeC67hfPGX/3Afsflz3qzbvvXrrs69P1qXWnnuZ5L+lICyFOG1t31LHD3U4HYuAWL1YKzVbDtmyITYUqP1zo70sHYQCJcIsXK4Vmq2FbNsSmQpUfLvT3pYMwgES4xYuVQrPVsC0bYlOhyg8X+vvSQRhAbIhIhFEklf+0Cp6JupIxg4hgExjDZzb++cUXvZ3euK3WGv7XMMZMg/kyuP2uDTf9tPXAQ3/QWhuGgQj/TSpZGp8YGhhUSkEiDNGTfiaX9aTPECEeTeQKp16tucLRRNA7huhJP5PLetJniBCPJnKFU6/WXOFoIkjENIxyZXK23a6Vyji3MG8aBhFBPIyxheeey2Y+8NE1Rx17wmcAQEkVhgH8lWEYXAhEfPwPf3jqj09ss+22q7fZWmsdKMWYYdlWGIZKKsYQALXWNrcty4J4uMWLlUKz1bAtG2JTocoPF/r70kEYQCLc4sVKodlq2JYNsalQ5YcL/X3pIAwgEW7xYqXQbDVsy4bYVKjyw4X+vnQQBhALAmC36wXyGSmfJgoAEABh05hhPPenhdNOPG+/A/s+dWI2CEL4X4CIKdN44UX/l79qXz99V/vRP3a7kWkaiAh/QypZGp8YGhhUSkEiDNGTfiaX9aTPECEeTeQKp16tucLRRNA7huhJP5PLetJniBCPJnKFU6/WXOFoIkjENIxyZXK23a6Vyji3MG8aBhFBPIjY6XTu/sUvd9hpp63fsE0URfgK+Ct6BQAYhoEMtSYdRQCAiABARPgK+Ct6BcTDLV6sFJqthm3ZEJsKVX640N+XDsIAEuEWL1YKzVbDtmyITYUqP1zo70sHYQCJcIsXK4Vmq2FbNsSmQpUfLvT3pYMwgL8PEQijSCr/aRU8E3UlIgIgvB7GWCplAkAYdsyUef997ZHPnHPGWccPvPfdnU4X/q9ijJkG82Xws3sevKnZeuCh30eRNgwDEV5LKlkanxgaGFRKQSIM0ZN+Jpf1pM8QIR5N5AqnXq25wtFE0DuG6Ek/k8t60meIEI8mcoVTr9Zc4WgiSMQ0jHJlcrbdrpXKOLcwbxoGEUFsiGjZdrfbiboR/L/FLV6sFJqthm3ZEJsKVX640N+XDsIAEuEWL1YKzVbDtmyITYUqP1zo70sHYQCJcIsXK4Vmq2FbNsSmQpUfLvT3pYMwgE1CAIwiX8mNUj5NOgBAAIRNMAzjxRe93/zqIdMw9uzbbdFiZ2bq52ec/KXadRdtt/3WURTB/yWImDKNF1+Sd97Xvm7mroceebwbRaZhICJsglSyND4xNDColIJEGKIn/Uwu60mfIUI8msgVTr1ac4WjiaB3DNGTfiaX9aTPECEeTeQKp16tucLRRJCIaRjlyuRsu10rlXFuYd40DCKCfwfc4sVKodlq2JYNsalQ5YcL/X3pIAwgEW7xYqXQbDVsy4bYVKjyw4X+vnQQBpAIt3ixUmi2GrZlQ2wqVPnhQn9fOggDeC1EIIwiqeTTgXqm25WICICwaYZpbHxq/isTk3f94tfSk8ee8NETRj7+n5df+82La/WfXr5kyaIo0siw2+kSESRHANDt6jtav73x1tb9D/0uirRhGIjw90klS+MTQwODSilIhCF60s/ksp70GSLEo4lc4dSrNVc4mgh6xxA96WdyWU/6DBHi0USucOrVmiscTQSJmIZRrkzOttu1UhnnFuZNwyAi+HfALV6sFJqthm3ZEJsKVX640N+XDsIAEuEWL1YKzVbDtmyITYUqP1zo70sHYQCJcIsXK4Vmq2FbNsSmQpUfLvT3pYMwgFdBAIwiX8lnlHxaawWAAAivBxFN02AG05oY4lXf/slXJiavvenrl1589a03/+LS7xRv+MlPH37od5dMnnXfPQ/ee/eGnXfd4aBD3omARAS9I9KMmUuWrP7qZdVrrp8GQNM0EBFikEqWxieGBgaVUpAIQ/Skn8llPekzRIhHE7nCqVdrrnA0EfSOIXrSz+SynvQZIsSjiVzh1Ks1VziaCBIxDaNcmZxtt2ulMs4tzJuGQUTQI0QGgNAjIg1AkBS3eLFSaLYatmVDbCpU+eFCf186CANIhFu8WCk0Ww3bsiE2Far8cKG/Lx2EASTCLV6sFJqthm3ZEJsKVX640N+XDsIA/hsiEEaRUvLpQG3sdiUiAiBsgmEYUqqf3XpP+6HHdnrjtoe+b/8ffu+miXz5uz8qLd9s2fsOOvbk09f+4rZ7t91+9Zt22b5y2Q+EsH732BNnXzDy/g8eFIYd6AG9DNGw7RXc2Wrp0lUnrxudmrlZCAGxSSVL4xNDA4NKKUiEIXrSz+SynvQZIsSjiVzh1Ks1VziaCHrHED3pZ3JZT/oMEeLRRK5w6tWaKxxNBImYhlGuTM6227VSGecW5k3DICLoDXY6L+hIASD0gFKpJczgAASJcIsXK4Vmq2FbNsSmQpUfLvT3pYMwgES4xYuVQrPVsC0bYlOhyg8X+vvSQRhAItzixUqh2WrYlg2xqVDlhwv9fekgDAAQAKPIV/JZJZ/SWgEgAMKmGabxu7k/TuS/fvcdv4aXIb7vyINzR7//lM9MbP2GLT929OFnnX7RqaPHXva1q4865vDpqZ/vtPO2J512zEnHnd3tRt/49viy5YujSEMMRJox07I2E+7qVGoJIuO2PTI2OjUzzTmH2KSSpfGJoYFBpRQkwhA96WdyWU/6DBHi0USucOrVmiscTQS9Y4ie9DO5rCd9hgjxaCJXOPVqzRWOJoJETMMoVyZn2+1aqYxzC/OmYRAR9ALRWHjufiWfRjQgNqJo2fI9uNiKKIJEuMWLlUKz1bAtG2JTocoPF/r70kEYQCLc4sVKodlq2JYNsalQ5YcL/X3pIAwgEW7xYqXQbDVsy4bYVKjyw4X+vQ4OgjCKlJIbA7Wx2/UREQDh9SAiEQEAImpNXzz1yzdfd9vxJx+1eustLyl999knn/3cF45Zvc3K88cvA4CPfeL9Bx68z9rsGeu/csqN1932wK/bP7jx6z++Zuayi6+++PKz9tjzzZ2wA38PvQzRsO3NuLPKSi0DZAAaAAQXI2OjUzPTnHOITSpZGp8YGhhUSkEiDNGTfiaX9aTPECEeTeQKp16tucLRRNA7huhJP5PLetJniBCPJnKFU6/WXOFoIkjENIxyZXK23a6Vyji3MG8aBhFBLxCN5xc2KLkR0YDYiKKly3bnYiVRBIlwixcrhWarYVs2xKZClR8u9PelgzCARLjFi5VCs9WwLRtiU6HKDxf6+9JBGEAi3OLFSqHZatiWDbH5gT+2tnjAnu9+/oXHlf+01hIAARA2wTSNbqSRiACQof+SPKz/uKXLFv/wxvLSpYuvvWa6cFrJXexeMlnY+g1bhWG4cqsVMzf+4tzCpZdcPvbss8+d/Knx/oF3dqPo+edevODi01dsviyKNGwCkWbMTFnLHWd1ylqKyIg0/JXgYmRsdGpmmnMOsUklS+MTQwODSilIhCF60s/ksp70GSLEo4lc4dSrNVc4mgh6xxA96WdyWU/6DBHi0USucOrVmiscTQSJmIZRrkzOttu1UhnnFuZNwyAi6AWi4b34UCd4FtCA+ChyFu9i2VsQRZAIt3ixUmi2GrZlQ2wqVPnhQn9fOggDSIRbvFgpNFsN27IhNhWq/HChvy8dhAEkwi1erBSarYZt2RBDpCMiWuq6J3/4kztvvUqqBUQEQNg00zQf+PXsf05e+8EPDezXv1e32/VfkocPfDqKuv91/cUrV23e6XTPHPnyTP32j639wOljx2utU6Z52SVX33Td7RdPjm255YrvXVX/0fen3/jm7Y85/sg37bxdtxvB66CXIRq2vRl3VlmpZYAMQMOrCS5GxkanZqY55xCbVLI0PjE0MKiUgkQYoif9TC7rSZ8hQjyayBVOvVpzhaOJoHcM0ZN+Jpf1pM8QIR5N5AqnXq25wtFEkIhpGOXK5Gy7XSuVcW5h3jQMIoJeGEaqteGmJzc+bBgmxNaNOnvtfujqlW+Koi4kwi1erBSarYZt2RCbClV+uNDflw7CABLhFl//7ULz3oZt2RCbCtW6Ywr970gHYQCJcIsXK4Vmq2FbNvxdRNSNopXLN9v7zbsetGff8sWL4C8Q/i7G2PPPv/TpT6xrP/DIful9vlI+w7atTqd72onn/XTmzlO/eNwxnzpSa33PXQ985uj8osXu96//2mYrlll26rTPnffM03+69DtF0zSIIAjClGWahtntduE1iDRDM2UvF85qy1qKyIg0vB7BxcjY6NTMNOccYpNKlsYnhgYGlVKQCEP0pJ/JZT3pM0SIRxO5wqlXa65wNBH0jiF60s/ksp70GSLEo4lc4dSrNVc4mggSMQ2jXJmcbbdrpTLOLcybhkFE0Atu8bFvrWvcM2NbNsSmQjV+3Pr03gNBGEAi3OLFSqHZatiWDbGpUOWHC/196SAMIBFhi9PPX3fzbTO2bUNsKlDnn77+kAMGVKAgEW7x8SsKzXsatmXDJnSjiDStWLZkv7e8db/d37p68801kdYaYjBN47KLa5ddcnXKMBDggvKZBw28k4h+8L2bzv7Chbu+bedLvnXWii2WB0H42eGz7r37gYsuy/cP7CulOi43us12q7508elKBgCAiABARPAq9DJEw7aXc7EqZS1HZAAaNk1wMTI2OjUzzTmH2KSSpfGJoYFBpRQkwhA96WdyWU/6DBHi0USucOrVmiscTQS9Y4ie9DO5rCd9hgjxaCJXOPVqzRWOJoJETMMoVyZn2+1aqYxzC/OmYRAR9IJbvFgpNFsN27IhNhWq/HChvy8dhAEkwi1erBSarYZt2RCbClV+uNDflw7CABIRXJycH52anuacQ2xSyQuLE0ODg0opSERwccpZo1O3THPO4TU0UbcTrd5qxf777J4Z2HurzTdDgG4UQTyMsZde8o//xLp37L075/bkJbV3H7hX6bJ1tp360/zCSZ8qbrjvoRP+4xOfOfkoHemvnDv5nUuvOefC0z5w5MDGp+cv//r3Dz703Xvt+5ZuN4LXRRrRSNmbCWeVZS1DZEQa/hHBxcjY6NTMNOccYpNKlsYnhgYGlVKQCEP0pJ/JZT3pM0SIRxO5wqlXa65wNBH0jiF60s/ksp70GSLEo4lc4dSrNVc4mggSMQ2jXJmcbbdrpTLOLcybhkFE0Atu8WKl0Gw1bMuG2FSo8sOF/r50EAaQCLd4sVJothq2ZUNsKlT54UJ/XzoIA0hEcDEyNjo1M805h9ikkqXxiaGBQaUUJCK4GBkbnZqZ5pzD3+h2IyLafPmSg/ffc/CAt2+39ZaaSGsNPULEO+/41S677RSo8ONHnrrw3AsXXbZu//Q+CHD9j29dd8pXnUUif86JO+64Tf4LpblHHv/ONV/edbcdw7CDiKZpRlEEr4aIRBEAs+zNhFiVspcjMAAN8QguRsZGp2amOecQm1SyND4xNDColIJEGKIn/Uwu60mfIUI8msgVTr1ac4WjiaB3DNGTfiaX9aTPECEeTeQKp16tucLRRJCIaRjlyuRsu10rlXFuYd40DCKCXnCLFyuFZqthWzbEpkKVHy7096WDMIBEuMXXf7vQvLdhWzbEpkK17phC/zvSQRhAIoKLkbHRqZlpzjnEJpUsjU8MDQwqpSARwcXI2OjUzDTnHF6hibqd7qqVK/bfd7f3HbzP6pUrAKHbjSAeRABAIoK/Mk2TSDPGyqXvfvOi6n4H7f2V8plc2ET0lYkrvnv5DwGRGYZpsuM/lzvm00cCAREhIhHB30BE02RShYJv7iza2rKWITIiDb0QXIyMjU7NTHPOITapZGl8YmhgUCkFiTBET/qZXNaTPkOEeDSRK5x6teYKRxNB7xiiJ/1MLutJnyFCPJrIFU69WnOFo4kgEdMwypXJ2Xa7Virj3MK8aRhEBL3gFi9WCs1Ww7ZsiE2FKj9c6O9LB2EAiQhbnH7+uptvm7FtG2JTgTr/9PWHHDCgAgWJCC5GxkanZqY55xCbVLI0PjE0MKiUgkQEFyNjo1Mz05zzKNIvW7F8ycHvedvgAW/f/g0rSVOkNbweRDBN0zANIuqEXa01ADDGAEhrQkQigr+RSplzjzx+wvBZf3r2uQsuOWP/9N4vveCZpnHDj5s/v/3eJUsWDWbes88732aYjDTBqzFEwzSCsHP3r2abv9hQPGO96y7SWkPvBBcjY6NTM9Occ4hNKlkanxgaGFRKQSIM0ZN+Jpf1pM8QIR5N5AqnXq25wtFE0DuG6Ek/k8t60meIEI8mcoVTr9Zc4WgiSMQ0jHJlcrbdrpXKOLcwbxoGEUEvuMWLlUKz1bAtG2JTocoPF/r70kEYQCKCi5Pzo1PT05xziE0qeWFxYmhwUCkFiQguRsZGp2amOecQm1SyND4xNDColIJEBBcjY6P16ZtNI7Vqy+X77bP7+wf2Xr3V5ojQ7UbwuhAMw0CA2Yce+/1jT1pW6m19uy5ZsggAnnvu+f+8/NpUylz76Q/btkVE8DdsbpW/+t1LL7xqz713X7J00eO/f+rb3zt/+WZLAxUyA1OpVKfTJSL4G4homoZUwb33P3r9LXffd/8jqZR18/evcYWjiaB3gouRsdGpmWnOOcQmlSyNTwwNDCqlIBGG6Ek/k8t60meIEI8mcoVTr9Zc4Wgi6B1D9KSfyWU96TNEiEcTucKpV2uucDQRJGIaRrkyOdtu10plnFuYNw2DiKAX3OLFSqHZatiWDbGpUOWHC/196SAMIBHBxcjY6NTMNOccYpNKlsYnhgYGlVKQiOBiZGx0amaacw6xSSVL4xNDA4NKKUhEcOekL55xx90/z6T3PbT/Hdtvs5KIIq1hE/AVjzz8+9p/Xn/r9C+fe/Y5ABjI7H/2+Z9fsnTRfXc/eGzuTMNg37rqnLe+fddO2IFXm7npjjNP/jJ1u4uXLf7ghwePPyknhA2vICL4GwzRMI0w7LTuf+SGxj333v9oEIaMGYscp16tucLRRNA7wcXI2OjUzDTnHGKTSpbGJ4YGBpVSkAhD9KSfyWU96TNEiEcTucKpV2uucDQR9I4hetLP5LKe9BkixKOJXOHUqzVXOJoIEjENo1yZnG23a6Uyzi3Mm4ZBRNALbvFipdBsNWzLhthUqPLDhf6+dBAGkIjgYmRsdGpmmnMOsUklS+MTQwODSilIRHAxMjY6NTPNOYfYpJKl8YmhgUGlFPQM/wI61910zcrNzZ22XQWI3W4ErwcRAPBlL73oV755zfe/WzdM85377bnFlpvVf3zrwp+eH//yKR/88IDvyclLr9GR/sSxH1y8ZJHWGl6BCC/72pevvPLyH26xcsXB793vI0cNbb/D1lGkiQheDRFNw1BheO/9j9Rvuee++x8NOx3TNBBRE7nCqVdrrnA0EfROcDEyNjo1M805h9ikkqXxiaGBQaUUJMIQPelncllP+gwR4tFErnDq1ZorHE0EvWOInvQzuawnfYYI8WgiVzj1as0VjiaCREzDKFcmZ9vtWqmMcwvzpmEQEfSCW7xYKTRbDduyITYVqvxwob8vHYQBJCK4GBkbnZqZ5pxDbFLJ0vjE0MCgUgoSEVyMjI1OzUxzziE2qWRpfGJoYFApBT1AANQ6UOoZJZ9GCElTpDW8HsaYmTKibtTt6pRlLvz5hROOLWy476Gjjj3ijLM+ZabML6//1mT5+8ee+NGTTx8OVJhKmYiotWaMdTpdIoJXMMZ+/INbZh989IiPHrrzLjsQUNSN4NUQ0TSNsNO57/5H67fcc+/9j6gwNA0DEeEVmsgVTr1ac4WjiaB3gouRsdGpmWnOOcQmlSyNTwwNDCqlIBGG6Ek/k8t60meIEI8mcoVTr9Zc4Wgi6B1D9KSfyWU96TNEiEcTucKpV2uucDQRJGIaRrkyOdtu10plnFuYNw2DiKAX3OLFSqHZatiWDbGpUOWHC/196SAMIBHBxcjY6NTMNOccYpNKlsYnhgYGlVKQiOBiZGx0amaacw6xSSVL4xNDA4NKKYgFXxZ1lQrmlf9kFEkiQmSwCWbK9D15z533t+564Mk/PvP+Iw8+ePBdP/jejWP/Udpx5+2+/b3zFy12CmdefMvUzy+5otC371vCoAMAjLGNT88/u/HPO++6QyplEMF/w1cYBut0uvBqiGgaRhCG9z7w6A233N26/9Ew7BimwRDhb2giVzj1as0VjiaC3gkuRsZGp2amOecQm1SyND4xNDColIJEGKIn/Uwu60mfIUI8msgVTr1ac4WjiaB3DNGTfiaX9aTPECEeTeQKp16tucLRRJCIaRjlyuRsu10rlXFuYd40DCKCXnCLFyuFZqthWzbEpkKVHy7096WDMIBEBBcjY6NTM9Occ4hNKlkanxgaGFRKQSKCi5Gx0amZac45xCaVLI1PDA0MKqXgH0BA1FEYqGeUfLrb9eAvEDbNslIPPfjoJV/57m233g1EnFvv6d/r3AtPC4POJz8++uBvHv7ImszCcy/cfN1tfJFz9HFHfOhj71251ebdbvTSi97YFy5s/fI35118xv4H7RUGHfgrRCCCv4WIpml0Op37Hpir33J36/5HlQpM00BEeA1N5AqnXq25wtFE0DvBxcjY6NTMNOccYpNKlsYnhgYGlVKQCEP0pJ/JZT3pM0SIRxO5wqlXa65wNBH0jiF60s/ksp70GSLEo4lc4dSrNVc4mggSMQ2jXJmcbbdrpTLOLcybhkFE0Atu8WKl0Gw1bMuG2FSo8sOF/r50EAaQiOBiZGx0amaacw6xSSVL4xNDA4NKKUhEcDEyNjo1M805h9ikkqXxiaGBQaUUbBoii6IgUM9K/8kokkSEyODvMk3j0Yf/MPKZcx6fe+KD2UOP+PDgDju9gTHmuNxMpX70/ZvPPvNr3W531TYr37Tz9g9ueGT+qfm3vH2XdetP2H2PN0mpxr5w0c8ad42dd9KhmQM6nQ5sQso0gk73vvsfnbr1nrt//XAYdgzTYIiwCZrIFU69WnOFo4mgd4KLkbHRqZlpzjnEJpUsjU8MDQwqpSARhuhJP5PLetJniBCPJnKFU6/WXOFoIugdQ/Skn8llPekzRIhHE7nCqVdrrnA0ESRiGka5MjnbbtdKZZxbmDcNg4igF9zixUqh2WrYlg2xqVDlhwv9fekgDCARwcXI2OjUzDTnHGKTSpbGJ4YGBpVSkIjgYmRsdGpmmnMOsUklS+MTQwODSil4HQiIpEMln1Hy6W7HAwQAhH8EX8Zw7AsXXn/NzNrPfvTzXzgaGb7Me0k+9ujjO+y4TRh2Tjzu7N/c8+CxJ2ZHTj+mdfeGibFvtB94ZPV2q84sfPqAg/Z+8o/PPPPMn968646plElE8BpEmjHjVxvmrp+5q/WbR6QKTNNARPi7NJErnHq15gpHE0HvBBcjY6NTM9Occ4hNKlkanxgaGFRKQSIM0ZN+Jpf1pM8QIR5N5AqnXq25wtFE0DuG6Ek/k8t60meIEI8mcoVTr9Zc4WgiSMQ0jHJlcrbdrpXKOLcwbxoGEUEvuMWLlUKz1bAtG2JTocoPF/r70kEYQCKCi5Gx0amZac45xCaVLI1PDA0MKqUgEcHFyNjo1Mw05xxik0qWxieGBgaVUvBqiCyKgkDNS//JKPKJCJHBJhiGkUqZ3b+IAMBMmb9/7InPDo91wu43vlPc+c3bP//8S3fe8avvf/eG++7ekD/nxA8fddg1V0+tO+Wr2+20daV2/larNp975PFzC5c+8Kt29uj3f/KEj5qmwRjrdLpEBP+TBmC2vZnGpR869oTnFp43UyZDhBg0kSucerXmCkcTQe8EFyNjo1Mz05xziE0qWRqfGBoYVEpBIgzRk34ml/WkzxAhHk3kCqderbnC0UTQO4boST+Ty3rSZ4gQjyZyhVOv1lzhaCJIxDSMcmVytt2ulco4tzBvGgYRQS+4xYuVQrPVsC0bYlOhyg8X+vvSQRhAIoKLkbHRqZlpzjnEJpUsjU8MDQwqpSARwcXI2OjUzDTnHGKTSpbGJ4YGBpVS8P9DQCQdKvmskk91Ox4gACBsGiLOPvTYDT++9aDBd+217x5h2EmlzAd+8/CJawtLly8uX1HYbvutzx//5lVXXGs7XL7o777nLpdXJ4jok0eNbvhV+6Qzho/99IcJ4NmNf35m45923mV7xhgRwWsQaUSWSi0TziouNvNVeFj2w76SDBHi0USucOrVmiscTQS9E1yMjI1OzUxzziE2qWRpfGJoYFApBYkwRE/6mVzWkz5DhHg0kSucerXmCkcTQe8Yoif9TC7rSZ8hQjyayBVOvVpzhaOJIBHTMMqVydl2u1Yq49zCvGkYRAS94BYvVgrNVsO2bIhNhSo/XOjvSwdhAIkILkbGRqdmpjnnEJtUsjQ+MTQwqJSCRAQXI2OjUzPTnHOITSpZGp8YGhhUCWGWOAAAIABJREFUSgEAIouiIFB/kv6TUeQRESKDv8tMmXfcdu8ZJ3/phT8/v2qblWed+7n9DuyLInr8D09+7rjxjU/NX3TZuv3Te1/7vZufeOKZgwffddrnzpt7+A9j530u94nDr7n6xi+OfOkd79zjwsvy7iLBEJlhdDtdIoL/SQMwy1rGxSqLb8bQQABPeplc1pM+Q4R4NJErnHq15gpHE0HvBBcjY6NTM9Occ4hNKlkanxgaGFRKQSIM0ZN+Jpf1pM8QIR5N5AqnXq25wtFE0DuG6Ek/k8t60meIEI8mcoVTr9Zc4WgiSMQ0jHJlcrbdrpXKOLcwbxoGEUEvuMWLlUKz1bAtG2JTocoPF/r70kEYQCKCi5Gx0amZac45xCaVLI1PDA0MKqUgEcHFyNjo1Mw05xxik0qWxieGBg5RQUA6VHJeyae6nZcAAQDh9SCiaRqI2Ol0ichMmbfceMdpnztvsxVL5zf+ecutNj/7gpPf09/XCbujp3zlxh/fOnREuvilk4XgAGAaxuQ3/uuCsy99a99uF0+eBUDXXXvrbm/ZaY+3vRkZAsFrEWlElkotFc4qy96MMZNIAwBD9KSfyWU96TNEiEcTucKpV2uucDQR9E5wMTI2OjUzzTmH2KSSpfGJoYFBpRQkwhA96WdyWU/6DBHi0USucOrVmiscTQS9Y4ie9DO5rCd9hgjxaCJXOPVqzRWOJoJETMMoVyZn2+1aqYxzC/OmYRAR9IJbvFgpNFsN27IhNhWq/HChvy8dhAEkIrgYGRudmpnmnENsUsnS+MTQwKBSChIRXIyMjU7NTHPOITbP9y9af9570wcuLDwh/SejyCMiRAabYKbMTtB57LE/Khm8ceftbNtijD380GMf++DI+/9P2nFEtfLjLbbc7Mzxzw4dfuAvf/6rzw6fJT255rgjPnLUYYsWOY//4alvlb93+8yd+w/sWzj3pBWbLwMAROx0uvA6NABLWUuFWGXbK5AZRARA8AqG6Ek/k8t60meIEI8mcoVTr9Zc4Wgi6J3gYmRsdGpmmnMOsUklS+MTQwODSilIhCF60s/ksp70GSLEo4lc4dSrNVc4mgh6xxA96WdyWU/6DBHi0USucOrVmiscTQSJmIZRrkzOttu1UhnnFuZNwyAi6AW3eLFSaLYatmVDbCpU+eFCf186CANIRHAxMjY6NTPNOYfYpJKl8YmhgUGlFCQiuBgZG52ameacQwyR1lGkXcc654zP9+2xnffSnwABAGHTUinz1/c+9J3Lf3jfPQ8GMjjuhOyxnzmy242eX3gp03/cnnvt+qWvnfGNi666qvKTZZstGTvnxEPfd8ClX6t+/avf7YadrbdfvWTpoj/MPeG95B/yvgNOOXN4q1VbdLsRvB4ijchSqSXCWWXZKxgziTS8GkP0pJ/JZT3pM0SIRxO5wqlXa65wNBH0TnAxMjY6NTPNOYfYpJKl8YmhgUGlFCTCED3pZ3JZT/oMEeLRRK5w6tWaKxxNBL1jiJ70M7msJ32GCPFoIlc49WrNFY4mgkRMwyhXJmfb7VqpjHML86ZhEBH0glu8WCk0Ww3bsiE2Far8cKG/Lx2EASQiuBgZG71hZto0Ta21lUoRUBh2NGmDGVYqhYgAQERhpxPpiCGzLUsFqjQ+MTQwqJSCRAQXI2OjUzPTnHP4u4io041WLFv8zr5dDh9853bbbA5/gfB3mSnzrjt+febJFzz35xfffcA7ttl2q223X/2Row5jjCkVHHXEKUoG1zW+SUSf/1TxjuY9S1csPeOs4w//PwM/umb6h9+76ak/PmOmzG23X33ERwb3P2hvy7K63S68Dg3AUtZSIbay7c2RGUQEQPAaDNGTfiaX9aTPECEeTeQKp16tucLRRNA7wcXI2OjUzDTnHGKTSpbGJ4YGBpVSkAhD9KSfyWU96TNEiEcTucKpV2uucDQR9I4hetLP5LKe9BkixKOJXOHUqzVXOJoIEjENo1yZnG23a6Uyzi3Mm4ZBRNALbvHxKwrNexq2ZUNsKlRjawv9e6WDMIBEBBcj+dGbbr3l0AMOfOO22199/U8syzrmiA+9cbvt73tww5U//oFUioiWLVl69BFH7v6mN//20Ue+c+01Tzz91EXrzx0aGFRKQSKCi5Gx0amZac45bEKktY70ksXOe/be7bD03m/acTVD1o0i+EcYYy+96J/62XPuvuPXnz9j+OhPHWnbVtSNwrCDiN2oe+pnzr3nzvvP+eqpt0z9/Ge3tcKgo3y5aOniM8aOP/xDB7/4grfxqXnLtlZutcKyrW6nS0TwakQaEVOppUKssvgKxkwiDZvGED3pZ3JZT/oMEeLRRK5w6tWaKxxNBL0TXIyMjU7NTHPOITapZGl8YmhgUCkFiTBET/qZXNaTPkOEeDSRK5x6teYKRxNB7xiiJ/1MLutJnyFCPJrIFU69WnOFo4kgEdMwypXJ2Xa7Virj3MK8aRhEBL0QXJxy1ujULdOcc4hNKvnVsyeGDh5USkEigvPPf/HMxTY/89MnRlGUHTnhyEMPe+/+B/7gphs+lf14vvSlG267lSHusuMbs5nDDcP42PsOL3ztq5fWrrrk3AsOGxhUSkEigouRsdGpmWnOObwGEXW60WbLFr3z7bscfsi+O263yjBYt9slgjgsK3XfPQ9+dnhsi5UrvvHt8dVbb9npdOEViAgAFxS/+b3vXIemsXiJO/T+Az/0saHaldf/4KobVm+76uLLz3rTLttpTUAURZqI4H/SACyVWsrFVjbfnDGDiAAI/i6G6Ek/k8t60meIEI8mcoVTr9Zc4Wgi6J3gYmRsdGpmmnMOsUklS+MTQwODSilIhCF60s/ksp70GSLEo4lc4dSrNVc4mgh6xxA96WdyWU/6DBHi0USucOrVmiscTQSJmIZRrkzOttu1UhnnFuZNwyAi6IXgYmRsdGpmmnMOsUklS+MTQwODSilIRHBxytjo/Rs2ZA4ayL3vA8ecccrB73rPxzKH3/zz29LvfPfpXzr3gYfbhmEAorDtfd/69olTvjBevvB7N1x3yblfOmxgUCkFiQguRsZGp2amOefwNyKtdaQXL3L223vXzMH77LzjaoYsiiKCHlh26pc/+9UJawtv2G7VxZeftfU2K7vdLvw3hFTKvOLS/7ro3Mp7Dt73xFPW7Lr7joi48NwL9Z80d9hxmz3fsWvKShERvAaRRsRUaikXq2y+gjGTSEM8DNGTfiaX9aTPECEeTeQKp16tucLRRNA7wcXI2OjUzDTnHGKTSpbGJ4YGBpVSkAhD9KSfyWU96TNEiEcTueL/Yw5OwCSpykRhf985kVXfiehmEbrpbrZGlmZfhWYbF8hsSJLNlSTdEERFWTpkcQwlxAQSEDXGJXV0bllz0UlTBXWQ7FQjUYFxARXkCkIWUKLIXmDR3RHnVGXm+X7kv/M8+jvOjYx/5sL7up1W21OuZYbxCcREp5VaNdGpQIRsLLOn3E6r7SnXMkMujpTN6amZfr8dNXF2fs6RkplhHIqUHwbdXkxEkJk2Oqo3ysWSMQZyUaT8MLj+phvffNJrLzzrXW+7eL3nup/9yBXLtn7ZPf37/avrTz/zDAA4jvP+d5x9/N+92rK95NrGj3/x809feXW5WDLGQC6KlB8G3V5MRPACZh4MR1tvueTwg9acfNzhu+68Qko5HA6ZYVzOhPPAb3573tn1Pz7z3Cc+H7zq2MMWzCL8vxCVmrzxht4Hz//Y6WeectlVF2zauBkAhBBSCkQcDIbMDH8GEaQQlkHIJUqtnKRthZDMDMCQmUBMdFqpVROdCkTIxjJ7yu202p5yLTOMT5Hyw6Dbi4kIMtNGR/VGuVgyxkAuAjHRaaVWTXQqECEby+wpt9Nqe8q1zDA+gZjotFKrJjoViJCNZfaU22m1PeVaZsjFkbI5PTXT77ejJs7OzzlSMjOMQ5Hyw6Dbi4kIMtNGR/VGuVgyxkAuipQfBt/qdk6vnOKf8c53BBee/9Yz1eTkF772L9EHP/L1budLN7RXbLvsmfk/Oo6zbOuXfemqj9/7QP+dH/rAJz96xQmldcYYyEWR8sOg24uJyFo7GtklS9yjXrFX5dhD17x8eyHEaDRiyAkRh8PRxeddfWv8s2NOOPpjn7rEceRoZJWavPVHv3j8D0+uWLnsnLd9+DXHHxn944dHwxEzw38EER1HDoeju3/z4Par9tlnz0MtI7OF8QnERKeVWjXRqUCEbCyzp9xOq+0p1zLD+BQpPwy6vZiIIDNtdFRvlIslYwzkIhATnVZq1USnAhGyscyecjuttqdcywzjE4iJTiu1aqJTgQjZWGZPuZ1W21OuZYZcHCmb01Mz/X47auLs/JwjJTPDOBQpPwy6vZiIIDNtdFRvlIslYwzkoojWXxospvqCt5918D77Xv+9DVsu2WKnlat+ePtPTjqmdPUXmpbtxWe9e/qb3/i7Qw5bHA5es/aI5r/8z09M/dOnrmycUFxnjIFcFCk/DDrx9x2nsPUWS9YetMdJ6w7ffZeVUsrhcMgM/z9NTBRuufkO/5wrRsPR2edW33LmqUrRPXf3P/rBz0zSxBUf97/19XjdCUfvf9Ce1lr4K4ggpRyN7D39h7/7wzvj235x7UeuOKG4zhgNuQjERKeVWjXRqUCEbCyzp9xOq+0p1zLD+BQpPwy6vZiIIDNtdFRvlIslYwzkIhATnVZq1USnAhGyscyecjuttqdcywzjE4iJTiu1aqJTgQjZWGZPuZ1W21OuZYZcHCmb01Mz/X47auLs/JwjJTPDOBQpPwy6vZiIIDNtdFRvlIslYwzkokitv/SDj/z+kf3W7Dl6Qf+3Dx12wEHbbbvs1/37fnTHz7bZauvdd1794O8fPvLAQ3Zctf39Dz1w6y9+/uz8s/9w+VXlYskYA7ko5Z4XfOCWn9x67FEHVo49bM9ddxBCjEYjhv8qiAhX17/wjetuQin3O3CN66l77u4PFgcXX/quN5x+vJBiNLKj4Qj+EiI6jhwOR/2H/vCd+I7b77p/42Y9HC7+w+VXlYslYwzkIhATnVZq1USnAhGyscyecjuttqdcywzjU6T8MOj2YiKCzLTRUb1RLpaMMZCLQEx0WqlVE50KRMjGMnvK7bTannItM4xPICY6rdSqiU4FImRjmT3ldlptT7mWGXJxpGxOT830++2oibPzc46UzAzjUKT8MOj2YiKCzLTRUb1RLpaMMZCLIuWHwY3f7UrHAQBEcKRjrRWIlnmiULDMw+HAkc5wNEJEZi44zsLiQlRvlIslYwyMD1EIwV/75nXLXib23XO1lHI4HDEz/JcSQmhtpj73jQ3f/sETj8+RS3vvu9sZ73r9K485dDSyzAx/CRGklNbae+7/3fd+dOdtP7831QuOFM/TRkf1RrlYMsZALgIx0WmlVk10KhAhG8vsKbfTanvKtcwwPkXKD4NuLyYiyEwbHdUb5WLJGAO5CMREp5VaNdGpQIRsLLOn3E6r7SnXMsP4BGKi00qtmuhUIEI2ltlTbqfV9pRrmSEXR8rm9NRMv9+Omjg7P+dIycwwDkXKD4NuLyYiyEwbHdUb5WLJGAO5KFJ+GHR7MRFBZtroqN4oF0vGGBgDPs/a4YKZ0/pxZG3Z2pFl+O8iBCKKB2cefurJZz1P7bbHzku3XDJYHMBfQkRHytFo1J999KbeHT+98/6Nm9KCIxERXqCNjuqNcrFkjIFcBGKi00qtmuhUIEI2ltlTbqfV9pRrmWF8ipQfBt1eTESQmTY6qjfKxZIxBnIRiIlOK7VqolOBCNlYZk+5nVbbU65lhvEJxESnlVo10alAhGwss6fcTqvtKdcyQy6OlM3pqZl+vx01cXZ+zpGSmWEcipQfBt1eTESQmTY6qjfKxZIxBnJRpPww6PZiIoLMtNFRvVEulowxkA2isKPBwsIzWj82HGxiZkQB//0QwXEcIQVbHg5H1lr4MwggpbTM9/Z/9/1b7rz1jnuT1DhSPA/+jDY6qjfKxZIxBnIRiIlOK7VqolOBCNlYZk+5nVbbU65lhvEpUn4YdHsxEUFm2uio3igXS8YYyEUgJjqt1KqJTgFgMBiM7EgKMVGYQMTBcDgcDScKE1IIeAEDDJ83Gm29xZYbvvo1T7mWGcYnEBOdVmrVRKcAMBgMRnYkhZgoTCDiaDQaDAeOdJ4HLxgOh4PhcMR266Vbfu/r13vKtcyQiyNlc3pqpt9vR02cnZ9zpGRmGIci5YdBtxcTEWSmjY7qjXKxZIyBXBQpPwy6vZiIIDNtdFRvlIslYwz8H+DzrB0umGeMfmww2ATAAAgvNkR0pBiN7AO/feym3h0/vfO++Y1pwZGICH9FGx3VG+ViyRgDuQjERKeVWjXRqUCEbCyzp9xOq+0p1zLD+BQpPwy6vZiIIDNtdFRvlIslYwzkIhATnVZq1U3J5lXLt6udeMqal+/6q/vuve7bN2zavPnVa4941aFrv/HdDfc99ICUEgCEEK86bO3Ld9i5c8sPvvL5Ly71PMsM4xOIiU4rteqmZPOq5dvVTjxlzct3/dV991737Rs2bt60z257vG7dCT+58+c/vONnAhEAXr32iFOL66yFG38QX3rJJUu8JcwMuThSNqenZvr9dtTE2fk5R0pmhnEoUn4YdHsxEUFm2uio3igXS8YYyEWR8sOg24uJCDLTRkf1RrlYMsbA34Yo7GiwuPBsqh8dDjYxM6KAlwBHSsv8m5nff++WX956+71puiAlCiHgb9BGR/VGuVgyxkAuAjHRaaVWTXQqECEby+wpt9Nqe8q1zDA+RcoPg24vJiLITBsd1RvlYskYA7kIxESnldppGzdtOvzAg49/5auXv2ybk44pve+jH7rjf9193TXRPruvuaBx2Te6N00UCtbaN51won/G2YPh8N2X/v2nr7l2q6VLLTOMTyAmOq3UTtu4adPhBx58/Ctfvfxl25x0TOm8yy/dcMsPP3vp5ZXXHPs/vvHVj34mQiEKjnPm69+01RZbHnP4kSiEu81WhcIE5OVI2Zyemun321ETZ+fnHCmZGcahSPlh0O3FRASZaaOjeqNcLBljIBdFyg+Dbi8mIshMGx3VG+ViyRgD/wF8HtvhgnlG68cHg40ADIDwkmABxOzvnvhO746f/vK++Y1JwZGICP8pbXRUb5SLJWMM5CIQE51WatVEpwIRsrHMnnI7rbanXMsM41Ok/DDo9mIistYuDgds2XGcguMMhoPhcCQEThQmEBFesDgYWGu10Z+96mMnrjveGAO5CMREp5VaNdGpQNy4eXPxyKOmr/7kRddcuftOO+++epfVO+z0peu/+rUNN00UCgCw44pVxx559OmVk8+/4iOfvubarZYutcwwPoGY6LRSqyY6FYgbN28uHnnU9NXR+isvKzjyDcedMDk5ed+DD172mU9Kx0EAx3G23Wrry85/v6fUDrvtqoiYGXJxpGxOT830++2oibPzc46UzAzjUKT8MOj2YiKCzLTRUb1RLpaMMZCLIuWHQbcXExFkpo2O6o1ysWSMgb+EKKwdLC48q9NHB4ubGSyigJcEBgZvybZfvuF7X76+a8xASvE8yEAbHdUb5WLJGAO5CMREp5VaNdGpQIRsLLOn3E6r7SnXMsP4FCk/DLq9eHJycsulSw/Yc++lnvebBx94+LE/7LnLbrvutPMz83+8895fLywuIqIUYr81e225dKnW+j1vf8eBBx60sLgAuQjERKeVWjXRqbV2q6VbfPrSjw6Ho6/c+M1z33LGP329df5bz/xq58brvn29wD8xxrx2Xfn97zj7vMvDT19z7VZLl1pmGJ9ATHRaqVUTnVprt1q6xacv/ejI2qv/sfnRCy78Vvzd4hFHPbtx44c/ec1wNBqORkcf8oqLznrPrjvu/M24e2yp6LkeM0MujpTN6amZfr8dNXF2fs6RkplhHIqUHwbdXkxEkJk2Oqo3ysWSMQZyUaT8MOj2YiKCzLTRUb1RLpaMMfC/4fPYDhcWntXpY4PBRgAGQHgJYLaI6DhLlLtqq612WH/ppd+9OVZKQWba6KjeKBdLxhjIRSAmOq3UqolOBSJkY5k95XZabU+5lhnGp0j5YbChF09OTJx+4imnnXDSzttv/+gTT1zx+c+84/Vv3HWn1TuuWFlvfvrL/3qDEEJNTl7hX7Lv7mtocmLn7Xf848AsjoaQi0BMdFqpVTcnm7dYsiR8n7/76tXnXR6+8tC1l7zzPY8++eQeq3f55W/uWX/lZaPRcHFx8NSzz7y2dPz6M84696OXfvbaT2y1dKllhvEJxESnlVp1c7J5iyVLwvf5u69efW790lXLt/vcR6548tlndl61/cbNm9572Yd/+4dHJiYKqdaOlO94/WnnveWM5+ziwFrIy5GyOT010++3oybOzs85UjIzjEOR8sOg24uJCDLTRkf1RrlYMsZALoqUHwbdXkxEkJk2Oqo3ysWSMQYAEIW1w8WFZ3T62GBxE4NFFPCSwMDgTCwltYJouRAOTZIffrDbi4kIMtNGR/VGuVgyxkAuAjHRaaVWTXQqEPl5AAiAiADAzACAiPDv+HkAzLzE9TqttqdcywzjU6T8MOj2YiJaumSJ1rp20qkfOuf8N1943q9n7t92663b0ef+7Zc/v+RjVwohEHGiUGDmi85693ve/LYnko2WGXIRiIlOK7XT5jduPP3Ekz9z6eX3PfTgY08/+Yv/dfctv7h95bLl4Xsv+Grnxv/5rW985dpPffe2W+55sP++2tsP2Wffm370g0MOO7QwMcHMMD6BmOi0UjttfuPG0088+TOXXn7fQw8+/tST/3bnz3985y+WeksuPuvdT849feHVV3zkvPXLtt7mibmnaXJy7932QARv222kIyEvR8rm9NRMv9+Omjg7P+dIycwwDkXKD4NuLyYiyEwbHdUb5WLJGAO5KFJ+GHR7MRFBZtroqN4oF9ctLCywHS4sPKvTxweD5wAYAOElgNkionSWuGrlBG0r5QSzBQBFyg+Dbi8mIshMGx3VG+ViyRgDuQjERKeVWjXRqUBUREKIVOvR86xVk5PMPLIWXsDMjuOoSVoYLEohN3z1a55yLTOMT5Hyw6Dbi4loOBqpicnP169yJyfP+vAlc3989rTySZed//6Lr7ki/vFtUkpAHA2H22+38p+v/sTy7VcuIgAz5CIQE51WatVNyeZddthx/zV7OVIKIR783cO/vPfXNDl52P4HPvyHR56ce3rtgQc/Mfe0S7TH6pcPRkOamLzgve+bmJhgZhifQEx0WqlVNyWbd9lhx/3X7OVIKYR46PcP//LeexDx4L33NQsL980+sP+avR0ppJRHHHjw5iS94567P3v1tUs8zzJDLo6UzempmX6/HTVxdn7OkZKZYRyKlB8G3V5MRJCZNjqqN8rFkjEGclGk/DDo9mIigsxSnf7D5VeXj33Nc889rtPHBosbGSyigJcEBgZnYinRdqSWC1FgZgCGFyhSfhh0ezERQWba6KjeKBdLxhjIRSAmOq3UTtu4efOJrz72vW9+2/bbbXfzT3/c+MfPHnnQK856w2lfufFb139vgyMlM7vKDc+94OiDXzEYDj/5z1MXnPPepUuWMDOMT5Hyw6DbiyefNzHxgbPPOXjf/S+4/CP3zz54zBFHXbH+4q/c+M0vtP+lUCgIRAYeDkfnveWMyquOeWZR77PXXsPhEHIRiIlOK7VqolNr7WAwYPiTgpSFQoGZFwcDR/7JwuKiFIIBBsOhZbvE9W6+4dtLlGuZYXwCMdFppVZNdGqtHQwGDH9SkLJQKADA4mCAiAXHGQwGDP/byNotvCXf+/r1nnItM+TiSNmcnprp99tRE2fn5xwpmRnGoUj5YdDtxUQEmWmjo3qjXCwZYyAXRcoPg24vJiLIwFoejkYFR1wVXHj4wbtu3vwUgAUQ8BLAbBFRSs91V03QtlJOMFv4S4qUHwbdXkxEkJk2Oqo3ysWSMQZyEYiJTiu1apIm+++5l6fUMYcf9dZTXv+h6GNHHnzIsUcc/fnWdZ9rfbngOMzsKfeQffbblCbXXvKhhx753e777O25LjPD+BQpPww29OJCofDu6ps/cu77b/juTb+459dPPvP0h885HxHbG2588HcP/+xXd33onHN/etedP73rl61PfvY7P4i3WbXipNJxZmEBchGIiU4rtWqiU4EI2VhmT7mdVttTrmWG8QnERKeVWjXRqUCEbCyzp9xOq+0p1zJDLo6UzempmX6/HTVxdn7OkZKZYRyKlB8G3V5MRJCZNjqqN8rFkjEGclGk/DDo9mIigv8UMw+HI8+jQ/bd7eTj1u69+06IDCDgJYGBwSksJbUdqeVCOMwAwPBXFCk/DLq9mIggM210VG+UiyVjDOQiEBOdVmrVRKej0WhxcfEK/5Ljjn5l9f3nbko2tz7xmZt+ePPnWtcVHAcALNs1u+x67BFHv6lc+advtN/x1rdtsXQpM8P4FCk/DDb0YpqcrJ10ymvWHjUajZjtT+6688A99/JcT0hx30MPTt/wtfec/pZf3vPrx5588u2vfcMnp//p3LPfdeK6440xkItATHRaqVUTnQpEyMYye8rttNqeci0zjE8gJjqt1KqJTgUiZGOZPeV2Wm1PuZYZcnGkbE5PzfT77aiJs/NzjpTMDONQpPww6PZiIoLMtNFRvVEulowxkIsi5YdBtxcTEfwN1vJwNHJp4pD9dzuptHa/PVdPFJzBcAQvAcwWEaX0XHflBC2TcoLZwt+mSPlh0O3FRASZaaOjeqNcLBljIBeBmOi0UqsmaTKy9uRjin//7nOv+cLnbog3bLlki298+vM33hx/7qtfnnCcwXCICH93yGEnHVM6/MCDbvn57a865jWecpkZxqdI+WHQ7cVEtDgYDIZDREBAKeVoNGJmQJBCThQKC4uLjpQoxOLi4siOPn3F1eViyRgDuQjERKeVWjXRqUCEbCyzp9xyKOa8AAAgAElEQVROq+0p1zLD+ARiotNKrZroVCBCNpbZU26n1faUa5khF0fK5vTUTL/fjpo4Oz/nSMnMMA5Fyg+Dbi8mIshMGx3VG+ViyRgDuShSfhh0ezERwV9h5uFw5Ll08L67nnLc4fus2blQcIbDETPDi48BwHGWkNqO1HIhCswAwPCfUqT8MOj2YiICgOFoNBwOJwoFRFwcDEZ2JIWYKEwgIrxgMBwMhsOFhYXm1R+vlNYZYyAXgZjotFKrbty0sXjk33387y+96Ue9r/zrt+aefcZz3S9d9fHv3XbLZ77yzy6p0lFH3/vADADMb9z4kXPXH7LfAYsT8nmQiyLlh0G3FxMRZKaNjuqNcrFkjIFcBGKi00qtmuhUIEI2ltlTbqfV9pRrmWF8AjHRaaVWTXQqECEby+wpt9Nqe8q1zJCLI2Vzemqm329HTZydn3OkZGYYhyLlh0G3FxMRZKaNjuqNcrFkjIFcFCk/DLq9mIjgz1jm4XCkaOKQ/XY7qbR2v71WTxac4WjEDC86ZouIUnrKXTlJ20o5yWwhG0XKD4NuLyYiZt5vzZ6vWXvkv/a+99jTT51+wslHHHzIvQ/OTN/w9c1pKhCttcf93atPLa574OHf7r3fvgcfcOBgMIBcBGKi00rttM1JEp67/m2nvuHRJx8fDIff+v53D9hr7yMOPHh+08bP/8t1d/z67i9ecc3/+MZX1x31ypXLttt6iy1aN/3rKaecssTzmBnGp0j5YdDtxUQEmWmjo3qjXCwZYyAXgZjotFKrJjoViJCNZfaU22m1PeVaZhifQEx0WqlVE50KRMjGMnvK7bTannItM+TiSNmcnprp99tRE2fn5xwpmRnGoUj5YdDtxUQEmWmjo3qjXCwZYyAXRcoPg24vJiJ4ATMPRyNXTR68z64nH3f4fmt2LkwUhsMRM8OLTUrB1qL0SC1XajvEAvwJQ2aKlB8G3V7sOM6RBx/y4XPO3331Lmd88MJlW29z0Znvat307TeVT7ru29dPXf81RNx/zZ6f/2jj9rt/tf/ua3beZfX8ooG8BGKi00qtmuiUJiYLjiOlBIDBcDDhFEbWCiEGw4FZWJicmFgcDJZ6S3ZcsfKpZ5/ZuHnzhq9+zVOuZYbxKVJ+GHR7MRFBZtroqN4oF0vGGMhFICY6rdSqiU4FImRjmT3ldlptT7mWGcYnEBOdVmrVRKcCEbKxzJ5yO622p1zLDLk4Ujanp2b6/XbUxNn5OUdKZoZxKFJ+GHR7MRFBZtroqN4oF0vGGMhFkfLDoNuLicgyD4cjNTlx0H67nlRae8Beu0xOOMORZWZ4sRUcaZkfmP3DNtvuutuuByE4zBbGp0j5YdDtxZOTkyu2XbbfHmvCc9d/4ONXH7rf/q8+7Ii3XrL+2os/tDlNLv7YFYuD4TvfWD3thJOq7z/3rSe/7gPnnPtEspGZIReBmOi0UqsmOkUAZobnISAgAwAzAOALmBkQmIGtZYAl3pINrbanXMsM41Ok/DDo9mIigsy00VG9US6WjDGQi0BMdFqpVROdCkTIxjJ7yu202p5yLTOMTyAmOq3UqolOBSJkY5k95XZabU+5lhlycaRsTk/N9PvtqImz83OOlMwM41Ck/DDo9mIigsy00VG9US6WjDGQiyLlh8GG+PtOoaBo8qB9X35K6fD99lo9MVEYDkfMDC82KQUiPjD7aO/ffvWd+GdXBpedUCwZoyEXRcoPg24vJqLFxcU9dnn5ddd+6pKPXTkYDq9Yf9HTf3x2z112/dHtP734Y1fqhYULzzy7eMTRb71k/RuPO+Ey/+Kn0k2WGXIRiIlOK7VqolOBCNlYZk+5nVbbU65lhvEpUn4YdHsxEUFm2uio3igXS8YYyEUgJjqt1KqJTgUiZGOZPeV2Wm1PuZYZxicQE51WatVEpwIRsrHMnnI7rbanXMsMuThSNqenZvr9dtTE2fk5R0pmhnEoUn4YdHsxEUFm2uio3igXS8YYyEWRe17wgZtv/eHhh+x9yrq1+++9C00UhiPLzPBiKzjSMj/y6NM33fzz2+649+lnnhsMFj91xVXlYskYA7koUn4YdHsxEQ2HwzW7vPyfr4n+/uNX/eBnP3n5Djuu2m7FB84+5ye/+uXHp764/GXbnFo87o3lylsuOv8tJ71u/Tvf9fimeYacBGKi00qtmuhUIEI2ltlTbqfV9pRrmWF8ipQfBt1eTESQmTY6qjfKxZIxBnIRiIlOK7VqolOBCNlYZk+5nVbbU65lhvEJxESnlVo10alAhGwss6fcTqvtKdcyQy6OlM3pqZl+vx01cXZ+zpGSmWEcipQfBt1eTESQmTY6qjfKxZIxBsaHKBwppr/6xa2Wjg47cM+JicJwOGJmeLFJKQTiAw8/fvNtd8X/dvdzGzcLFFIKbXRUb5SLJWMM5KJI+WHQ7cWFQuGAPfd+z+lvOfE1xd5PbvvOD3rbbbvtTitX7b/n3u+/qm6tnb7qE62bvv3G4ytPPfvsdtts6229JRQcZoZcBGKi00qtmuhUIEI2ltlTbqfV9pRrmWF8ipQfBt1eTESQmTY6qjfKxZIxBnIRiIlOK7VqolOBCNlYZk+5nVbbU65lhvEJxESnlVo10alAhGwss6fcTqvtKdcyQy6OlM3pqZl+vx01cXZ+zpGSmWEcipQfBt1eTESQmTY6qjfKxZIxBsaBKJhHCwvzJn3U2s3AdmT5efBiKziSGX7/2NMbbv75rXfc89Tcc44jBSK8QBsd1RvlYskYA7koUn4YdHvxxMTEzqt2OGS//YbDESI89uSTB+29r+M4P7r9J/c+MLPFkqWH7LPfbx6a2Wnl9ocfdPD9Dz5wYuXEVx151OLiIuQiEBOdVmrVRKcCEbKxzJ5yO622p1zLDONTpPww6PZiIoLMtNFRvVEulowxkItATHRaqVUTnQpEyMYye8rttNqeci0zjE8gJjqt1KqJTgUiZGOZPeV2Wm1PuZYZcnGkbE5PzfT77aiJs/NzjpTMDONQpPww6PZiIoLMtNFRvVEulowxkA2isHY0WJxP00cHi88xjxAFvARIKQTigw8/fvO/3R3fdtf8xs0ChZQC/ow2Oqo3ysWSMQZyUaT8MOj2YiIajUaLgwEDIICUEv6EEbHgFJh5YXGx4DjWWgZIdfrZq66tlNYZYyAXgZjotFKrJjoViJCNZfaU22m1PeVaZhifIuWHQbcXExFkpo2O6o1ysWSMgVwEYqLTSq2a6FQgQjaW2VNup9X2lGuZYXwCMdFppVZNdCoQIRvL7Cm302p7yrXMkIsjZXN6aqbfb0dNnJ2fc6RkZhiHIuWHQbcXExFkpo2O6o1ysWSMgf8TRME8WliYN+lji4vzACMAAS8BBUcywCOPzXVuvuPW2+99am7ekVIIhL+ijY7qjXKxZIyBXBQpPwy6vZiIIDNtdFRvlIslYwzkIhATnVZq1USnAhGyscyecjuttqdcywzjU6T8MOj2YiKCzLTRUb1RLpaMMZCLQEx0WqlVE50KRMjGMnvK7bTannItM4xPICY6rdSqiU4FImRjmT3ldlptT7mWGXJxpGxOT830++2oibPzc46UzAzjUKT8MOj2YiJi5sFwAAAThQkAYOaFwSICTk5MwAuYeXGwOLJ2YWHhc1d//ITSOmMM/G2IwtrRYHE+TR8dLD7HPEIU8BIgxZ889LvHb/7xr+Jb7vrjxs0ChZQC/gZtdFRvlIslYwzkokj5YdDtxUQEmWmjo3qjXCwZYyAXgZjotFKrJjoViJCNZfaU22m1PeVaZhifIuWHQbcXExFkpo2O6o1ysWSMgVwEYqLTSq2a6FQgQjaW2VNup9X2lGuZYXwCMdFppVZNdCoQIRvL7Cm302p7yrXMkIsjZXN6aqbfb0dNnJ2fc6RkZhiHIuWHQbcXT05OekqdfOw6QLy+e9PCYHGpu+Qdb3iTMQtfvvGbCwsLALDFkqVvO/X1++2x5lf3/eaAAw887BWvWFxchP8IomAeLSw8Z9JHFxfnAUYAAl4CmFkKfPyp+c4P7rjlZ/c89fS8lFIIhP+UNjqqN8rFkjEGclGk/DDo9mIigsy00VG9US6WjDGQi0BMdFqpVROdCkTIxjJ7yu202p5yLTOMT5Hyw6Dbi4kIMtNGR/VGuVgyxkAuAjHRaaVWTXQqECEby+wpt9Nqe8q1zDA+gZjotFKrJjoViJCNZfaU22m1PeVaZsjFkbI5PTXT77ejJs7OzzlSMjOMQ5Hyw2BDL/Zc96Iz3/3mk0799QP9sz908fzmTWe+/rTwfRc8/Ogf3nj+OfMbnxuORu980+lvP/UNX7rha+943Ru3Xr5sEQGY4f8DBfNosDCv9WOLC/PMI0QBLwn8PNfd+psbbvuf39iwcZMGBGa21k4UCgCwOBiM7EgKMVGYQER4gbV2MBwuLC58tvGxcrFkjIFcFCk/DLq9mIggM210VG+UiyVjDOQiEBOdVmrVRKcCEbKxzJ5yO622p1zLDONTpPww6PZiIoLMtNFRvVEulowxkItATHRaqVUTnQpEyMYye8rttNqeci0zjE8gJjqt1KqJTgUiZGOZPeV2Wm1PuZYZcnGkbE5PzfT77aiJs/NzjpTMDONQpPww6PZiz/N2XrX9Ga974+rtdzwruGjFsuVXXHDRY08/tfduu7/t4vV/3PjcyI5et658wdvO/M4PekccdMiWy7Z52bbbWmvh3yEK5tHiwnNaPzpYeI55CCjgpYAZEIQkpVZuvfVO6y+97Ls/+L5SSgr5qsPW7rbT6nbnRrOwUD3h5CMOPuTeB2emb/j65jQViNbaZdts89ricb+euf/EcuXE0nFmwUAuipQfBt1eTESQmTY6qjfKxZIxBnIRiIlOK7VqolOBCNlYZk+5nVbbU65lhvEpUn4YdHsxEUFm2uio3igXS8YYyEUgJjqt1KqJTgUiZGOZPeV2Wm1PuZYZxicQE51WatVEpwIRsrHMnnI7rbanXMsMuThSNqenZvr9dtTE2fk5R0pmhnEoUn4YdHsxESVp+pHz/APW7PWuS//+/WeePVGYePD3D7/5xFPf/gH/0SefYICdV636bHjFzqt2uH/2wUFB7LPX3sPhEP5EAIwWF57T+tHFhXnmESICILz4+HmO402q5UqtEGJCKeVf+sENvXhyYuJNJ5zon3H2aDQ6bf17D93/gPefcXbrpm+/qXzSdd++fur6r0kpt166xRX+xcUjj/6nr7e2XL7s5HXHm4UFyEWR8sOg24uJCDLTRkf1RrlYMsZALgIx0WmlVk10KhAhG8vsKbfTanvKtcwwPkXKD4NuLyYiyEwbHdUb5WLJGAO5CMREp5VaNdGpQIRsLLOn3E6r7SnXMsP4BGKi00qtmuhUIEI2ltlTbqfV9pRrmSEXR8rm9NRMv9+Omjg7P+dIycwwDkXKD4NuLyYis7Bw6fsu2Hf3PdZfedkXL7/mZVtt5TiFldsuu/oLza9/9yY1Se+q1vbadfePfvYfLj//woMOOuhZnSAK5tHi4nM6fWywMM88BBTwUsAMyEIoclcQLZeOAmYAVqT8MOj2YiLaccWqY488unbiKWf8/fvfWD7xVYeufesl66+9+EOb0+Tij13BgC7Rml1eftFZ7/nVffdssWzbk9cdbxYWIBdFyg+Dbi8mIshMGx3VG+ViyRgDuQjERKeVWjXRqUCEbCyzp9xOq+0p1zLD+BQpPwy6vZiIIDNtdFRvlIslYwzkIhATnVZq1USnAhGyscyecjuttqdcywzjE4iJTiu1aqJTgQjZWGZPuZ1W21OuZYZcHCmb01Mz/X47auLs/JwjJTPDOBQpPww29GLPdU8/8dQz3/Cmbbfa+kvXfz3+ya0ThYnyq15z0muOfetF6193XPmAPffqzz706rVH3PiD+LijXrVs1cqRgIWFea0fXVyYZx4hIgDCi4+f5zge0XJyVwgxCcAADC9QpPww6PZiItJav3Zd+cIz3/W2S9bvsGJl/YILn/7js3vusuuPbv/pxR+70lrLCI6QU42P/+bBmS2WbXPyuuPNwgLkokj5YdDtxUQEmWmjo3qjXCwZYyAXgZjotFKrJjoViJCNZfaU22m1PeVaZhifIuWHQbcXExFkpo2O6o1ysWSMgVwEYqLTSq2a6FQgQjaW2VNup9X2lGuZYXwCMdFppVZNdCoQIRvL7Cm302p7yrXMkIsjZXN6aqbfb0dNnJ2fc6RkZhiHIuWHQbcXu657xEGHbLvV1pY5SdMf3fFTbczOq7ZfvcOOt9991247rd5i6ZLfPvLIq9cesf3yFffPPnDCca86cJ/tN296inkIKOClgBmQhVDkriBa7jiKmQEY/owi5YdBtxcT0cLiwqnF4/0zz37HB/yHH/3D6lU7rNpuxQfOPucnd/3y09d9adk22z7x9FNCiC9efs29D/S3WLbNKceVzcIC5KJI+WHQ7cVEBJlpo6N6o1wsGWMgF4GY6LRSqyY6FYiQjWX2lNtptT3lWmYYnyLlh0G3FxMRZKaNjuqNcrFkjIFcBGKi00qtmuhUIEI2ltlTbqfV9pRrmWF8AjHRaaVWTXQqECEby+wpt9Nqe8q1zJCLI2Vzemqm329HTZydn3OkZGYYhyLlh0G3FxPRwuLiyFoAEIiTExOIOBqNhqPR5MTEYDi01jKAQNh/r11OPPbQI16x94QjGZ6H8OLj5zmOR7SM3BVCEAADMPwVRcoPg24vnpicLB151LtOe8sh++z3tQ03dm/50b577LHDipX777n3+isv22OXl19y1nvWNz5aPPKot57y+rk/PrsAvHzVytFoBLkoUn4YdHsxEUFm2uio3igXS8YYyEUgJjqt1KqJTgUiZGOZPeV2Wm1PuZYZxqdI+WHQ7cVEBJlpo6N6o1wsGWMgF4GY6LRSqyY6FYiQjWX2lNtptT3lWmYYn0BMdFqpVROdCkTIxjJ7yu202p5yLTPk4kjZnJ6a6ffbURNn5+ccKZkZxqFI+WHQ7cVEBH8DMw+Ho0LB2Xv3HU9Zd/jB+++2xFODwRBeCpgBWQhF7gqi5Y6jmBmA4W9QpPww6PbiycnJ/fbYc7edV49Go+Fo9NAjv3vlK9Y6jvOj239yzwP97bdbsdvOq+9/6KFD9t2PJiYHw8Gb3/CmPffaazAYQC6KlB8G3V5MRJCZNjqqN8rFkjEGchGIiU4rtWqiU4EI2VhmT7mdVttTrmWG8SlSfhh0ezERQWba6KjeKBdLxhjIRSAmOq3UqolOBSJkY5k95XZabU+5lhnGJxATnVZq1USnAhGyscyecjuttqdcywy5OFI2p6dm+v121MTZ+TlHSmaGcShSfhh0ezERwV9hhuFoVHDkvmt2Pqm09tADdnfV5HA0spbhxcfPcxyXaBm5K4UgAAZg+E8pUn4YdHsxEQ2Gw8FwCACIUJCOZQZgRCw4hZEdDYfDglNYHAwsszbp5676+InHHW+MgVwUKT8Mur2YiCAzbXRUb5SLJWMM5CIQE51WatVEpwIRsrHMnnI7rbanXMsM41Ok/DDo9mIigsy00VG9US6WjDGQi0BMdFqpVROdCkTIxjJ7yu202p5yLTOMTyAmOq3UqolOBSJkY5k95XZabU+5lhlycaRsTk/N9PvtqImz83OOlMwM41Ck/DDo9mIigj/DzMPhyCnIvXff6eR1a1+x/+5LPTUYjpgZXnwMwEIQqRWktnMcxcwADBkoUn4YdHsxEUFm2uio3igXS8YYyEWR8sOg24uJCDLTRkf1RrlYMsZALgIx0WmlVk10KhAhG8vsKbfTanvKtcwwPkXKD4NuLyYiyEwbHdUb5WLJGAO5CMREp5VaNdGpQIRsLLOn3E6r7SnXMsP4BGKi00qtmuhUIEI2ltlTbqfV9pRrmSEXR8rm9NRMv9+Omjg7P+dIycwwDkXKD4NuLyYi+HfMPFFw9th1hxOPPfSwg/bwFA1HI2sZXmxCCOaREGqSlim1UkgCYACGzBQpPwy6vZiIIDNtdFRvlIslYwzkokj5YdDtxUQEmWmjo3qjXCwZYyAXgZjotFKrJjoViJCNZfaU22m1PeVaZhifIuWHQbcXExFkpo2O6o1ysWSMgVwEYqLTSq2a6FQgQjaW2VNup9X2lGuZYXwCMdFppVZNdCoQIRvL7Cm302p7yrXMkIsjZXN6aqbfb0dNnJ2fc6RkZhiHIuWHQbcXExH8u+FwtNP2y+oXvWWn7ZcvLA6YGV5sjiMR4JHHnt5iyx122nFfgcTAAAxjUqT8MOj2YiKCzLTRUb1RLpaMMZCLIuWHQbcXExFkpo2O6o1ysWSMgVwEYqLTSq2a6FQgQjaW2VNup9X2lGuZYXyKlB8G3V5MRJCZNjqqN8rFkjEGchGIiU4rtWqiU4EI2VhmT7mdVttTrmWG8QnERKeVWjXRqUCEbCyzp9xOq+0p1zJDLo6UzempmX6/HTVxdn7OkZKZYRyKlB8G3V5MRPDvmBkA/LNfe9yrDx4MhvCiEgIdKX//2NO3/OyeGzq3hRcG5WLJGA25KFJ+GHR7MRFBZtroqN4oF0vGGMhFkfLDoNuLiQgy00ZH9Ua5WDLGQC4CMdFppVZNdCoQIRvL7Cm302p7yrXMMD5Fyg+Dbi8mIshMGx3VG+ViyRgDuQjERKeVWjXRqUCEbCyzp9xOq+0p1zLD+ARiotNKrZroVCBCNpbZU26n1faUa5khF0fK5vTUTL/fjpo4Oz/nSMnMMA5Fyg+Dbi8mIvgzo5HdbZdV137ozMnJAjPDi8FxJAI8NTf/vVvuuvnHv/rD488sLi586oqrysWSMQZyUaT8MOj2YiKCzLTRUb1RLpaMMZCLIuWHQbcXExFkpo2O6o1ysWSMgVwEYqLTSq2a6FQgQjaW2VNup9X2lGuZYXyKlB8G3V5MRJCZNjqqN8rFkjEGchGIiU4rtWqiU4EI2VhmT7mdVttTrmWG8QnERKeVWjXRqUCEbCyzp9xOq+0p1zJDLo6UzempmX6/HTVxdn7OkZKZYRyKlB8G3V5MRPBnmNkyX3DmySeWDltcHML/XUKg48hHHpu79We/3nDzL56cmwcER0ptdFRvlIslYwzkokj5YdDtxUQEmWmjo3qjXCwZYyAXRcoPg24vJiLITBsd1RvlYskYA7kIxESnlVo10alAhGwss6fcTqvtKdcyw/gUKT8Mur2YiCAzbXRUb5SLJWMM5CIQE51WatVEpwIRsrHMnnI7rbanXMsM4xOIiU4rtWqiU4EI2VhmT7mdVttTrmWGXBwpm9NTM/1+O2ri7PycIyUzwzgUKT8Mur2YiOAvDQbDfdbsfNmFb95iiWuthf8rHCkR8aln5r9/y503//juRx6bkwKFEPACbXRUb5SLJWMM5KJI+WHQ7cVEBJlpo6N6o1wsGWMgF0XKD4NuLyYiyEwbHdUb5WLJGAO5CMREp5VaNdGpQIRsLLOn3E6r7SnXMsP4FCk/DLq9mIggM210VG+UiyVjDOQiEBOdVmrVRKcCEbKxzJ5yO622p1zLDOMTiIlOK7VqolOBCNlYZk+5nVbbU65lhlwcKZvTUzP9fjtq4uz8nCMlM8M4FCk/DLq9mIjgLzGztXzBO0+pHPuKwWAE/82EQEfKPzwxd+tP7+388OdPPvVHAHAcCX9GGx3VG+ViyRgDuShSfhh0ezERQWba6KjeKBdLxhjIRZHyw6Dbi4kIMtNGR/VGuVgyxkAuAjHRaaVWTXQqECEby+wpt9Nqe8q1zDA+RcoPg24vJiLITBsd1RvlYskYA7kIxESnlVo10alAhGwss6fcTqvtKdcyw/gEYqLTSq2a6FQgQjaW2VNup9X2lGuZIRdHyub01Ey/346aODs/50jJzDAORcoPg24vJiL4K6OR3XX1yms/fCZNTjAz/PdwpETEuWef+/6td/Vuu+v3j81JgUII+Cva6KjeKBdLxhjIRZHyw6Dbi4kIMtNGR/VGuVgyxkAuipQfBt1eTESQmTY6qjfKxZIxBnIRiIlOK7VqolOBCNlYZk+5nVbbU65lhvEpUn4YdHsxEUFm2uio3igXS8YYyEUgJjqt1KqJTgUiZGOZPeV2Wm1PuZYZxicQE51WatVEpwIRsrHMnnI7rbanXMsMuThSNqenZvr9dtTE2fk5R0pmhnEoUn4YdHsxEcFfYWbLfN6ZJ51cWru4OIT/akKg4ziPPjF328/uvenmO554ah6AHUfC36CNjuqNcrFkjIFcFCk/DLq9mIggM210VG+UiyVjDOSiSPlh0O3FRASZaaOjeqNcLBljIBeBmOi0UqsmOhWIkI1l9pTbabU95VpmGJ8i5YdBtxcTEWSmjY7qjXKxZIyBXARiotNKrZroVCBCNpbZU26n1faUa5lhfAIx0WmlVk10KhAhG8vsKbfTanvKtcyQiyNlc3pqpt9vR02cnZ9zpGRmGIci5YdBtxcTEfxHBoPh3nvs9P+0B+9RTlVn44Dfd++Tyd4nw8UBBEVA1Frv1vsNvDVB46BYrToMoMjV4o0AKsYxSIQgIAaEICDDqNQxWq1frUPQxIrXWpFSv6qYEcdLVW4DjkBy9uTk7PdXZ62u9X3Lod9J+C3+Kc8zc+rIrl1MrTX8f0OMse9/yKXf3Jh5a+PX3+5gDBlj8G9ZyopHY0F/QCkFZZFChiLhVCYthADXLGXFo7GgP6CUgrJIIUORcCqTFkKAa5ay4tFY0B9QSkFZGGLOylfX1uSsPEMEdzSRT5pNjUmfNDURlE4KGYqEU5m0EAJcs5QVj8aC/oBSCsrCEHNWvrq2JmflGSK4o4l80mxqTPqkqYmgdAwxZ+Wra2tyVp4hgjuayCfNpsakT5qaCMpicJ5oqG/OZpPxBLa0tRqcExGUQgoZioRTmbQQAjpDBFo7d4wdNtR/lm078P8B/ZMQXdJvbmh4NrWttQ0IDIODC5ay4tFY0B9QSkFZpJChSDiVSQshwDVLWfFoLOgPKGSNIFQAACAASURBVKWgLFLIUCScyqSFEOCapax4NBb0B5RSUBaGmLPy1bU1OSvPEMEdTeSTZlNj0idNTQSlk0KGIuFUJi2EANcsZcWjsaA/oJSCsjDEnJWvrq3JWXmGCO5oIp80mxqTPmlqIigdQ8xZ+erampyVZ4jgjibySbOpMemTpiaCshicJxrqm7PZZDyBLW2tBudEBKWQQoYi4VQmLYSAfXAcffSAPvPqxpqiQhNB+QiIkFcI0aeqasDk+2eu/VPGZ5rgmqWseDQW9AeUUlAWKWQoEk5l0kIIcM1SVjwaC/oDSikoixQyFAmnMmkhBLhmKSsejQX9AaUUlIUh5qx8dW1NzsozRHBHE/mk2dSY9ElTE0HppJChSDiVSQshwDVLWfFoLOgPKKWgLAwxZ+Wra2tyVp4hgjuayCfNpsakT5qaCErHEHNWvrq2JmflGSK4o4l80mxqTPqkqYmgLAbniYb65mw2GU9gS1urwTkRQSmkkKFIOJVJCyFgH4hIE91285XDhpxTKBShHPRPnAuv6CXNwziXppST7783lUkLIcA1S1nxaCzoDyiloCxSyFAknMqkhRDgmqWseDQW9AeUUlAWKWQoEk5l0kIIcM1SVjwaC/oDSikoC0PMWfnq2pqclWeI4I4m8kmzqTHpk6YmgtJJIUORcCqTFkKAa5ay4tFY0B9QSkFZGGLOylfX1uSsPEMEdzSRT5pNjUmfNDURlI4h5qx8dW1NzsozRHBHE/mk2dSY9ElTE0FZDM4TDfXN2WwynsCWtlaDcyKCUkghQ5FwKpMWQsC+2Xbx+GP7R6eO6NrFp7WGEhAQIasQsreQvQ2PDwgASAoZioRTmbQQAlyzlBWPxoL+gFIKyiKFDEXCqUxaCAGuWcqKR2NBf0ApBWWRQoYi4VQmLYQA1yxlxaOxoD+glIKyMMScla+urclZeYYI7mginzSbGpM+aWoiKJ0UMhQJpzJpIQS4ZikrHo0F/QGlFJSFIeasfHVtTc7KM0RwRxP5pNnUmPRJUxNB6RhizspX19bkrDxDBHc0kU+aTY1JnzQ1EZTF4DzRUN+czSbjCWxpazU4JyIohRQyFAmnMmkhBOwbEWjt3DHmqqH+s+2iA67QP3EuvKKnNA/nXCIikYYOUshQJJzKpIUQ4JqlrHg0FvQHlFJQFilkKBJOZdJCCHDNUlY8Ggv6A0opKIsUMhQJpzJpIQS4ZikrHo0F/QGlFJSFIeasfHVtTc7KM0RwRxP5pNnUmPRJUxNB6aSQoUg4lUkLIcA1S1nxaCzoDyiloCwMMWflq2trclaeIYI7msgnzabGpE+amghKxxBzVr66tiZn5RkiuKOJfNJsakz6pKmJoCwG54mG+uZsNhlPYEtbq8E5EUEppJChSDiVSQsh4N9yHH1U/z7z68aY0quJ4N8hIEJWIeShQvYxPD4gACD4H6SQoUg4lUkLIcA1S1nxaCzoDyiloCxSyFAknMqkhRDgmqWseDQW9AeUUlAWKWQoEk5l0kIIcM1SVjwaC/oDSikoC0PMWfnq2pqclWeI4I4m8kmzqTHpk6YmgtJJIUORcCqTFkKAa5ay4tFY0B9QSkFZGGLOylfX1uSsPEMEdzSRT5pNjUmfNDURlI4h5qx8dW1NzsozRHBHE/mk2dSY9ElTE0FZDM4TDfXN2WwynsCWtlaDcyKCUkghQ5FwKpMWQsC/RUSa6Nabqq++7LyCXYTO0T9xLryipzQP51wiIpGGn5BChiLhVCYthADXLGXFo7GgP6CUgrJIIUORcCqTFkKAa5ay4tFY0B9QSkFZpJChSDiVSQshwDVLWfFoLOgPKKWgLAwxZ+Wra2tyVp4hgjuayCfNpsakT5qaCEonhQxFwqlMWggBrlnKikdjQX9AKQVlYYg5K19dW5Oz8gwR3NFEPmk2NSZ90tREUDqGmLPy1bU1OSvPEMEdTeSTZlNj0idNTQRlMThPNNQ3Z7PJeAJb2loNzokISiGFDEXCqUxaCAH/F9suHndMv+i0kd27+hyt4X8hIEJWIeShQvYxPD4gACDYBylkKBJOZdJCCHDNUlY8Ggv6A0opKIsUMhQJpzJpIQS4ZikrHo0F/QGlFJRFChmKhFOZtBACXLOUFY/Ggv6AUgrKwhBzVr66tiZn5RkiuKOJfNJsakz6pKmJoHRSyFAknMqkhRDgmqWseDQW9AeUUlAWhpiz8tW1NTkrzxDBHU3kk2ZTY9InTU0EpWOIOStfXVuTs/IMEdzRRD5pNjUmfdLURFAWg/NEQ31zNpuMJ7ClrdXgnIigFFLIUCScyqSFEPB/IQLHcW4fc+VVQ86xbQf+hUhz7vWKntI8nHMTEYk0/FtSyFAknMqkhRDgmqWseDQW9AeUUlAWKWQoEk5l0kIIcM1SVjwaC/oDSikoixQyFAmnMmkhBLhmKSsejQX9AaUUlIUh5qx8dW1NzsozRHBHE/mk2dSY9ElTE0HppJChSDiVSQshwDVLWfFoLOgPKKWgLAwxZ+Wra2tyVp4hgjuayCfNpsakT5qaCErHEHNWvrq2JmflGSK4o4l80mxqTPqkqYmgLAbniYb65mw2GU9gS1urwTkRQSmkkKFIOJVJCyHABcfRA/v1nn//WJ/0atJAhKzCKw+Voo9R4QMCAAIXpJChSDiVSQshwDVLWfFoLOgPKKWgLFLIUCScyqSFEOCapax4NBb0B5RSUBYpZCgSTmXSQghwzVJWPBoL+gNKKSgLQ8xZ+erampyVZ4jgjibySbOpMemTpiaC0kkhQ5FwKpMWQoBrlrLi0VjQH1BKQVkYYs7KV9fW5Kw8QwR3NJFPmk2NSZ80NRGUjiHmrHx1bU3OyjNEcEcT+aTZ1Jj0SVMTQVkMzhMN9c3ZbDKewJa2VoNzIoJSSCFDkXAqkxZCgAtEpIkm3Vj9q8vPLTrMK3pI83DOfYhIpME1KWQoEk5l0kIIcM1SVjwaC/oDSikoixQyFAmnMmkhBLhmKSsejQX9AaUUlEUKGYqEU5m0EAJcs5QVj8aC/oBSCsrCEHNWvrq2JmflGSK4o4l80mxqTPqkqYmgdFLIUCScyqSFEOCapax4NBb0B5RSUBaGmLPy1bU1OSvPEMEdTeSTZlNj0idNTQSlY4g5K19dW5Oz8gwR3NFEPmk2NSZ90tREUBaD80RDfXM2m4wnsKWt1eCciKAUUshQJJzKpIUQ4E6x6BzZ79A54clHH3UqMgkEAAQlkkKGIuFUJi2EANcsZcWjsaA/oJSCskghQ5FwKpMWQoBrlrLi0VjQH1BKQVmkkKFIOJVJCyHANUtZ8Wgs6A8opaAsDDFn5atra3JWniGCO5rIJ82mxqRPmpoISieFDEXCqUxaCAGuWcqKR2NBf0ApBWVhiDkrX11bk7PyDBHc0UQ+aTY1Jn3S1ERQOoaYs/LVtTU5K88QwR1N5JNmU2PSJ01NBGUxOE801Ddns8l4AlvaWg3OiQhKIYUMRcKpTFoIAa7lrfzCBx+6IjDEsvJQFilkKBJOZdJCCHDNUlY8Ggv6A0opKIsUMhQJpzJpIQS4ZikrHo0F/QGlFJRFChmKhFOZtBACXLOUFY/Ggv6AUgrKwhBzVr66tiZn5RkiuKOJfNJsakz6pKmJoHRSyFAknMqkhRDgmqWseDQW9AeUUlAWhpiz8tW1NTkrzxDBHU3kk2ZTY9InTU0EpWOIOStfXVuTs/IMEdzRRD5pNjUmfdLURFAWg/NEQ31zNpuMJ7ClrdXgnIigFFLIUCScyqSFEOCapax4NBb0B5RSUBYpZCgSTmXSQghwzVJWPBoL+gNKKSiLFDIUCacyaSEEuGYpKx6NBf0BpRSURQoZioRTmbQQAlyzlBWPxoL+gFIKysIQc1a+urYmZ+UZIrijiXzSbGpM+qSpiaB0UshQJJzKpIUQ4JqlrHg0FvQHlFJQFoaYs/LVtTU5K88QwR1N5JNmU2PSJ01NBKVjiDkrX11bk7PyDBHc0UQ+aTY1Jn3S1ERQFoPzREN9czabjCewpa3V4JyI4H9DRECEfZBCTq6bvib9qhACXLOUtXDWQ1cEhiilYJ8IAGEfpJCT66avSb8qhADXLGUtnPXQFYEhSinYJ4IfIXRGCjm5bvqa9KtCCHDNUtbCWQ9dERiilIJ9IgCEfZBCTq6bvib9qhACXLOUtXDWQ1cEhiilYJ8IfoTQGYaYy+eCNdfnrDxDBHc0kU+aqeRzPtOniaBzBD9C6IwUcnLd9DXpV4UQ4JqlrIWzHroiMEQpBZ0j+BHCPjDEXD4XrLk+Z+UZIrijiXzSTCWf85k+TQSdI/gRQmcYYi6fC9Zcn7PyDBHc0UQ+aaaSz/lMnyaCTtGPYN8MzhMN9c3ZbDKewJa2VoNzIoL/iWjP7t12oQCA0Bnh9c5euGDdO297vV5wTbW314WmXnT+oPb2dugUAufccRwg6JTwemcvXLDunbe9Xi+4ptrb60JTLzp/UHt7O+wD44z+SRN0Rni9sxcuWPfO216vF1xT7e11oakXnT+ovb0dOoMIjHOn6MA+CK939sIF69552+v1gmuqvb0uNPWi8we1t7fDPnDONWnSBJ1BREtZ40J3WspCRHCHiKSQK+OLpJBEBJ1hjAGA1ho6I7ze2QsXrHvnba/XC66p9va60NSLzh/U3t4OnULgnGvHIYJOIaKlrHGhOy1lISK4Q0RSyJXxRVJIIoLOMM6AQGsNnUFES1njQndaykJEcIeIpJAr44ukkEQEnTErfdI0iQj2weA80VDfnM0m4wlsaWs1OCci+BdkbMd3Wza882fpM4GgcwhFu+hoBwChBOQxPIwzIOgEgnacXTt2VvXqwTgHgk4gFO2iox0AhBKQx/AwzoBgH6ht5y5Z6RNCEhH8FELRLjraAUAoAXkMD+MMCDqB4BSLu3bs7NXnUEAEgk4gFO2iox0AhBKQx/AwzoCgU0TUtnNnZbeuFRVeIoJ9KBQKBASA4BYhYEVFBewDMtz9fRsAdD2kO2mCn0Io2kVHOwAIJSCP4WGcAUEnEEhT285dvq5dvN4KItiXQqFAQAAIbhECVlRUwD4gYtuuXR6Px9e1C2mCfSgUCgQEgOAWIWBFRQV0CsEpOp4Kz9kXX+j1eokIOmNwnmiob85mk/EEtrS1GpwTEfwLY+yL7Ge7WlvPvfRip2hDpwgQERChREQERIDwU4ho5a23X0lfFLy8QlQQEfwUASICIpSIiIAIEDpFmt5f9+YRRx/V/6iBjlOEnyJARECEEhEREAHCTyHi3j173331tcA1VwEiEMFPESAiIEKJiAiIAKFTuui89/obPzvpxN5H9NVOEfYBkUHpiDTsAzc8H/5lPQCces5ZTtGGnyJARECEEhEREAHCTyGi3W6/+6c/nXL2mVU9e2qtYR8QGZSOSMM+MG588OY7Xbt3Pe4XpxRtG/YBkUHpiDR0BhELqv2tVzJnXniBr0sX0ho6Y3CeaKhvzmaT8QS2tLUanBMR/Atj7OvNLTt37Dj9gvOcYhEOFERUlvX+G2+dd8nFHm8FEcGBQkQb333v8CMH9O3fz3EcOCAQMZ/LrX/j7QuDQwARiOBA0Y7z13f+PPC4n/c6rI92HDhQuGF8svFvAHDCab9wikU4IBDRtu0Nb71z/Gmndq+q0lrDgcI4//Av67t07XLMCccXi0U4IBCx0N6+/s13Tjv/HLOykrSGzhicJxrqm7PZZDyBLW2tBudEBP+CiMqybNvu0rUrEcEBpLXe0/ZD10O6IyIcWHt3767wCq/wEhEcKFrrPW0/dKs6BA4sItq7e48wZUVFBRHBgYKI+b17AcCsrCQiOFCIaO8Pu81KH/d4gAgOFETcu2cP51yaJhHBgUJa7/lhd2W3rowx2AeD80RDfXM2m4wnsKWt1eCciOB/wA5aazjgGGNaazjgGGPUAQ4sxpjWGg44xhh1gAMLEQGAiODAYoxpIiCCAwsZA/oRHFiMMa017JvBeaKhvjmbTcYT2NLWanBORHDQQQf9xzA4TzTUN2ezyXgCW9paDc6JCFwjItg/iAhlISLYD4gIZSEi2A+ICGUhItgPiAhlISLYD4gI5SIiKBciQlmICPYDIkJZiAj2DyJCWQzOEw31zdlsMp7AlrZWg3MiAteICPYPIkJZiAj2AyJCWYgI9gMiQlmICPYDIkJZiAj2AyJCuYgIyoWIUBYigv2AiFAWIoL9g4hQFoPzREN9czabjCewpa3V4JyIwDUiAgDDMLhhAJFt21prxpjh8SBisVh0ikUAMAwDEW3bBgDGmMfjAcSibTuOg4hQFiLinBuGAYjFYtEpFhljhseDiMVi0SkWOeeGYQBisVh0ikVENDwezpjjOLZtIyKUhYg454ZhAGKxWHSKRUQ0PB7OmOM4tm1zzg3DAMRisegUiwDAGOOG4RSLWmtEhLIQEWPM8BgMmeM4tm0jouHxcMYcx7FtmzFmeAyGzHEc27YR0ePxMMYcrYu2DeUiIsaY4TEYMsdxbNsGAMPjMTjXWtu2jYiGx2DIHMexbRsRPR4PY8xxnGKxCPvH8Hg4Y1pr27aJyPB4DM611rZtA4Dh8XDGtNa2bRMRAPAOxWKRiKAsRISIhsfDGdNa27ZNRJxzw+MBItu2icjweDhjWmvbtgHA8HgQEYCcoqO1hrIQESIahkFExWIRABDRMAzOOQEV7aLjOADAOTcMAxCLxaJTLCKiYRiMc9K6WCwSEZTO4DzRUN+czSbjCWxpazU4JyIohdb6bx9sePv1N7p07RIcdtUR/fu17tjx8ot/2Lljx2VDrzjxlFOI6O9/+3D7tm0XXHShkPK7b75NvfRSfm9uSPUVPz/heK01lKtl8+bMmrWFgu0PDjnx1FN37tjx8ot/2Lljx2VDq0885eTPstnMmrWFgu0PDjnh5JOVUumm1CcffXT+4MGDLrmIiKBcLZs3Z9asLRRsf3DICSefrJRKN6U++eij8wcPHnTJRZ9/9llmzdpCwfYHhxx/0kmMsa3fbdmwfv1pZ57R57DDiAjKgog7tm9/5Y9N27duPWfQBecNHlS07VebUp989NH5gwcPuuSi1u071v7x5e1bt54z6ILzBw/+YXdbJvXKl5+3nHr6aZcMCXDOoSyIuGP79lf+2LR969ZzBl1w7qALGGPvvfXO2+vWHXv8ccFhV+354YfUSy9v37r1nEEXnD94cFvb96+83PTNV1//4qwzL/b/0jAMIoLSIWIul/vT2leyn2w67qQTf3nZZdKUf37z7bfXrTv2+OOCw64qFouvpdZmP9l03EknXnrZENM0EfHTTzZt+vvfTzv7rCMHDtRaQ1ny+fyf1r6S/WTTcSed+MvLhvgqKzd9/Mnal/7Y7ZDuV1/3a68QmTWp7CebjjvpRH/wcrtQeHvdG7tadxLAL8447eRf/EJrDaVDRMdx/vL2uxXeitPPPosxViwW33njjfXvvmdWVgauuPzY444jos8/+yyzZm2hYPuDQ044+eRisfj262+sf++9vkccMez6X5umSURQIoPzREN9czabjCewpa3V4JyIwDXO+ZctLbH7Z+zds+fDD/563oWD5yUenXXf/Rvee9+s9LUrtfzpp97607r4nLmH9z08+fJLyNikm262CwVPRUXb99+vfObpw/v2dbQDJWKM7d2z56EZM7/64ovmTdku3bo+9lTDikeXrH/3PbPSV2hvf7T+8eRTq7/YvLl5U7ZL1y6rnnvm1ZfXrFiSOKJfvy9bvogvX3rpZUNs24YSMcb27tnz0IyZX33xRfOmbJeuXVY998yrL69ZsSRxRL9+X3/51YMPz33/3T9vbm5u3pTt0rXLqt8lt323Zcbd93yx+fPEE6sCVwRt24bSISIALFu4+K3XX9+xbdvWLVuWrX7i048+XrE40bdfv6+++DK+fGnzpuyfXn11x7ZtW7dsWbb6yW1btjy3+uk9u3c3f5p9+LEl19xwvW3bUCJEBIBlCxe/9frrO7Zt2/rdluWNT9nthXvumHxEv36ff/bZpCkhIFqXzmzftm3rli3LVz+5devWZ59crZRq3vTpwhXLrvjVMLtQgNIZhpF66Y+rli4rFAof/nXjzHlz+g3of++dU/v2O2Jzc/Ptd08bMHDg44sThfb2DzdsrItFx99+67Yt28YPH/m3Dz6IzI2Nv3VSoVCA0nHDWPvSH1ctXVYoFD7868YH5s654OILJ900RgixbcvWiwO/vOCSixvrG5RSH27YOHP+Q2eee/a44SOrevSQpvnrEcNrRo0sFotQIsbY97t2LYzNfbrhiSuuvuqR5Y8h4rzorOd/23jiqafs2rlzV2vrguVLTzvjzFn31X31xRfNm7JdunZZ9VzyjXSmfumyQZdc1K179zGTbqnq2ZO0hhIZnCca6puz2WQ8gS1trQbnRASlUJaVy+cPqTpkzHXDt3zz7cz5c6dNuu2emZGfn3D8Tddcd+uUUGW3rutezXz68ce/W7vmy5bPb76uZumTT/Tq3av2yqvnLIoHrgjatg2lKxaLu1pbjxgwYM79M55c8fiMuXMenfvwtMh9Pz/h+Bt/9eup94X91cHeffrMuX9Gw7IVy59+auFDc08/66xJU0Ojhl1z3uBBMx+epywLSlcsFne1th4xYMCc+2c0LFux/OmnFj409/Szzpo0NTTq6mvPOvecO6ff3fPQQ+fcP2PVY8uffunFfD7/3ltvPfvUb+csWnjZ0Cts24ayEFHr9h2H9u6dTqUm1I56YO6cP/7+xdPPPmvS1NCoYdecO3jQ7XdN69q1azqVGj985LzE4suvHGr6zA83/HX4lcNumzZ1at29hfYClI6IWrfvOLR373QqNb521PzE4g83bGj5bPOq3yWn3z55+7atcxbGBx5z9CsvN40fPnJeYvHlVw0VXvHx3/8+5vqaaXX33TRxvF0oQOkQ8ftdu7xC7Ni2PXjB4OtHjWy31FdffrHqueT02yfv2L5tfmJxVc9e27Zsufz8wTeMGjHrkQVLFjySfrlp186dtWNunhS6s1AoQFnavv/eK8SObduDFwyuHT16wFEDlz+65IVX17z8wu9Xr1y1cOWKE08++btvv738/MEjxtw87Lprpk26fc7CR44/6UQhJZSFc/6PL7967ZVXX3r+hd6H9VnSUJ/9ZNOIYb8ae+uk0L13f/PVP4ZfOezU00+fszjetnNX3/7959w/o2HZisSTqxbPe3jwpZfcftfUiooKInIcB0pncJ5oqG/OZpPxBLa0tRqcExG4RkSIKKTcuP6D8cNHVP/qV5cEfnnn+FserV9x9LE/Gz502HUjaqfed+/8B2e/+Oxzv0ut+aHt++FDh51/8YW9+xz25IrHYwsXXFNzQ6FQgNIRkVeI7Vu2Thg5qrKyy/DRN0am3b3w8eVHH/uz4UOHXTeidup94X989dWEkaNM01c3Ozq+duToCRNunDBuXM2IQ/v0WbjiMcuyoHRE5BVi+5atE0aOMk1f3ezo+NqRoydMuHHCuHE1Iw7t03vpqoavvvpiwshRXq9Y0lDfq8+hf3v/gzE3DI8tfOSyodW2bUNZiMjj8di2XTdl2p/ffHtW/OG6KdNuGj/uxgnjxtWMOLRP7yWrVu7evbtuyrR31r25MvnbE085RWs9d+asxlUNK599+oxzznGKRSgdEXk8Htu266ZMe/fNt5atfnLuA9FDqg5ZvGrlrPsib69b99v/eqH7IYfce2fonXVvNjyf7Nmr16KH5r32StrrrXj8md8eedRRjuNAWRhjhmE0LFv+8IOxuUsWJZ9cfUhV1eJVj8+6L/L2utef+v3zh/Xtu3JJYn509qP1K/r0Pfz+KXeNu23SY/FFQ6+5elJoslIKSkdEnHPDMBqWLZ8fnb3w8eUb169Pp9a+mHllXToz467pDc8nzzr3nOWLFs+Pzl686vE+hx8+cdTorl26HN6v75hbJp51wfmkNZQFEX9z081I8Nhvn0z94aV77wzVJxvPHXRBwbYnj5/49RdfPfPyf3Xp2nXbd1smjBxlmr5pdeGJo26qqqrSREf07x+dP/ewvodrraFEBueJhvrmbDYZT2BLW6vBORGBa0TEOd/63ZbJ4ycK01zyxMpN//3xLaNuSjSsPOa4n18fHDpizM133DVt7szoS8+/8Lu1Td26d8+sfSXTlLKs/Fuvr5u7eNHlVw61bRtKh4hKqZn33Ltx/YbHVjd8v+v7iSNGLVm18pjjfn59cOiocWNvmjAuPHnKxvUbEk/UV/XsMewS/+hbJo75zcTR117ft3//BY8tsSwLSoeISqmZ99y7cf2GxBP1VT17DLvEP/qWiWN+M3H0tdf3O3LA7EcevueOyRvXb3h01YoTTjoJADZ+sGFcTe3cxYuGVF/R3t4O5WKcr1yydNXSxx585OHTzjxj2KWB0RMnjPnNxNHXXt93QP/48scWz1+wauljM+fPC1411HGc3yefmzfzwTvumTZq7JhCoQDlYpyvXLJ01dLHogvm+4OX33j1tYf06LFs9RMP3HPv+++8+8QLz/0++dzji5fMnD/vimFX7tm9+4P3/vLBX95//ulnRo69eeKdtwMAEUHpDI8nk1obmXrXyHFjx982acx1Nd2rqpatfuKBe+79yzvvrn7x+b+uX3/f5Kkjx465dWooOj2cWfvK0Gt+9exTq8++4LyZ8+b26NVTOxpKRESeiopMam1k6l0jx465ddqUh2bMzKxZ+8d1r2VSax8M1z314u+2btl67+13jhg7ZtKUyfm9ueZPP/1+166Fc+YahlH/bGO37t211lAiRASAW268mTO24umn1vzhpWm/uW1F4+pLhgQsKz9h+Ki9e/c8+cLvHK0fuOuejes3JJ6sr/CKa/yX3Th+7EmnnnLP7ZOn1t07cuyYQns7lMjgPNFQ35zNJuMJbGlrNTgnInCNMbZr586pt9y66e8fhWdHjz3++GLRHntD7YjRowccdeSD4boFb5iBKgAACJ9JREFUjyVOPfOMRQ/Nf23t2mWrnxx4zNH5fM7r8T73dONvV66qf+6ZgcccrR0HSoSItm0/PCu2esXKqXXh8y8anM9bt940ZsSY0QMGHjkrfP+8xKMfvPeXVUuXTa0Lnzt4UNfu3ULjJvbp27f25tHhO0O1Y266bdqUdtUOJUJE27YfnhVbvWLl1LrwuYMHde3eLTRuYp++fWtvHn3f5CnXjxqhLOvxxYmpdeFzBp3f5/DDTdN860+v3zt5yt0z7r/6ul8LKYkISscYe77xmftC024YNfLa2hop5fTbJx92RN/am0eHJ4dGjR3b+7A+0ybddsOokdcMv/7QPn0++e+/T5nwm0suG3Lj+LFVPXv0P/JIRITSMcaeb3zmvtC0G0aNvHb4DT179Vq6cNEH7/4l9uiCh6Oz+xze57wLL4xMu+f6kSOuGX59VY8eP7T9UOGt2NO2e9LoMaeffWaioZ4ZBmkNJeKcb3jv/Ykjbzz+5JNumza1R88e9Y8t2/De+7FFC+ZHZx92+GG1N4++dfTY40484ba7plRV9ViXee3NzGtKqf/e+Ldjjj12Uf3ynx3386JdhBJxzje89/7EkTcef/JJt9015dDevd9Z9+aC2XPiy5emm1Ifffjft04N3T/t7mOPP+62aVOqevao7FK5Z/eeCq/3gbum72rd+cQLzx7So4d2HCgFItq2vXXLlnvvCHHG5i9dvPuHH2qGXh244vIJd9zWvOnTyLS7x99+69hJv5n7wINPrXh8al34vAsHc84n3TTmuhHDB//ykgm1o6beF75h1IhCoQAlMjhPNNQ3Z7PJeAJb2loNzokIXPN4PBs/+GBC7aj29nYpzcouXeYvXfza2ldWr1xlcH7p5UPuitQtmjvvtdQre/bsPeW0X9wdub/xiSdaNn++a0frmN9MrB17M2kNpeOcb9+2beKIm5o3berWvZvW+q4ZdV989vnTDU9wxn8ZvPy2aaE7x9+S/fiTbt27aUffO2smaR2rm4GMHXnUwAXLEn3799eOAyXinG/ftm3iiJuaN23q1r2bdvS9s2aS1rG6GcjY0T875p6ZMx68975NH33crXs3R+vwg1GnaCcWxLd8992hvXtPnn73tcNrCoUClAgRHceZfvvkl1/8r6oeVY6jbxg1csBRA+fNjCKygUcfNS/x6OL5j7z0/AtVPaocR98wakTRKa5cvLTnob0cR196+ZCZc+dUeL1aaygFIjqOM/32yS+/+F9VPaocR9fcNOrCSy+95/Y7cnv3+iq7zI4//Pvks3/43QtVPaocR18/akTXrl2eXLmKHMdT4Z39yMODLrnIcRwoXUVFxWOLFs9/IFrVswcAnnHOWTeOG3vf1Ltye/aYPt+CZYmNH2yYc/+Mqh49APDUM05bvGplRUXF9q1bbx09bug1V4+ddEuhUIDSeSo8yxYtmf9AtKpnDwA8/ayz7n7g/rrQtOZPP2UMp0cf2NW686EZM6t6VAHgGeeefdW1v3r4wZhdsG27cM8DM6769TWaCIigFIZhfPF5y8zp4Q8/2AAIF/v9dbEHX3r+90sefsRX6dvd9sOePXseXDDPf/nlE0femP1kU7fu3bTW02fO+O7bb3+7sqGyS+WAowbGFj7Ss1cvrTWUyOA80VDfnM0m4wlsaWs1OCcicI2ItNbtSjlak9YA6Kv0IWLL5s3a0Uf97BjDMPbs2UNaM8Ycx/H5Klt37Pjum2+O6N+v92GHERGUS2vdrpTjOFprABBSGobRsnmzdvRRPzvGMAwrn3ccR2sNAEJKr9f7zddf//B928BjjvZVVmqtoSxa63alHMfRWgOAkNLr9X7z9dc/fN828JijTZ8vn8s5jqO1BgAhpNZOu2rnBnccx+sVwpRABKUjovb29mKxqB0HACoqKoRpfvv11z983zbwmKPNykorny8Wi9pxAMBTUcEYK9q24zgAYBiG6fNBWYiovb29WCxqxwEAT0WFaZo7W1u//cc/jujXv0evnvl8vlgsascBAE9Fhcfj+earr/fu2dN/4JHdDzlEaw3lKhQKdqHgaA1EnPPKLl12trZ++49/HNGvX49evZRSdqHgaA1EnHPT50PGSGullGEYHo8HykJE9j8VCo7WQMQ5r+zSJbd3b8vmzVU9evbtd0ShUGhvb9daAxHn3CvEd//45vtdu/odOaBnr17UAUpXLBbze3PIEDr4Kiu5YbRu3/7N1193P6Tq1aamxlVPTrlvevCqK5VSWmsAEFIaHs+Xn3+uLHXMsT8TpqkdB0pncJ5oqG/OZpPxBLa0tRqcExG4RkQAwBiDf9FaIyJjDAC01kSEHaCD1pp10B0AABGhLESEHaADEQEAYwwAtNZEhB2gA3XgnAOidhwiQkQoCxFhB+hAHTjngKgdh4iwA3QgIgBAROhARFAuIsIO0IE6cM4BUTsOEWEH6EBEAICI0IGIoFxEhB2gA3VgHXQH7AAdiAgAGGOASPpHiAj7ARGhA3VgHXQH7AAdqAN0QETYD0SEHaADdUBExjkRacfBDtCBOnDOEVF3QEQoCxEhYwg/og4AwDoAgNb6048/8VVW9j9yABFBByICAMYYIGhHQ7kMzhMN9c3ZbDKewJa2VoNzIgLXiAj2DyJCWYgI9gMiQlmICPYDIkJZiAj2AyJCWYgI9gMiQrmICMqFiFAWIoL9gIhQFiKCfUNEj8ejtS4Wi7APiAhlMThPNNQ3Z7PJeAJb2loNzokIDjrooP8YBueJhvrmbDYZT2BLW6vBORHBQQcd9B/D4DzRUN+czSbjCWxpazU4JyI46KCD/mMYnCca6puz2WQ8gS1trQbnRAQHHXTQfwyD80RDfXM2m4wnsKWt1eCciOCggw76j2Fwnmiob85mk/EEtrS1GpwTERx00EH/MQzOEw31zdlsMp7AlrZWg3MigoMOOug/hsF5oqG+OZtNxhP/D0pZXBBoJqbhAAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.7518531680107117
},
{
"class_name": "line_chart",
"confidence": 0.24244347214698792
},
{
"class_name": "table",
"confidence": 0.002731401240453124
},
{
"class_name": "full_page_image",
"confidence": 0.0008731256821192801
},
{
"class_name": "calendar",
"confidence": 0.0006149067776277661
},
{
"class_name": "pie_chart",
"confidence": 0.00032465619733557105
},
{
"class_name": "scatter_plot",
"confidence": 0.0001698337437119335
},
{
"class_name": "flow_chart",
"confidence": 0.00012353983765933663
},
{
"class_name": "other",
"confidence": 0.00011423757678130642
},
{
"class_name": "screenshot_from_manual",
"confidence": 9.072029206436127e-05
},
{
"class_name": "qr_code",
"confidence": 8.889588934835047e-05
},
{
"class_name": "engineering_drawing",
"confidence": 7.835187716409564e-05
},
{
"class_name": "geographical_map",
"confidence": 7.815068238414824e-05
},
{
"class_name": "page_thumbnail",
"confidence": 7.450650446116924e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 7.119733345462009e-05
},
{
"class_name": "music",
"confidence": 6.941134779481217e-05
},
{
"class_name": "chemistry_structure",
"confidence": 3.16208133881446e-05
},
{
"class_name": "topographical_map",
"confidence": 3.103675408056006e-05
},
{
"class_name": "logo",
"confidence": 3.0132961910567246e-05
},
{
"class_name": "photograph",
"confidence": 2.715158734645229e-05
},
{
"class_name": "stamp",
"confidence": 2.245624091301579e-05
},
{
"class_name": "bar_code",
"confidence": 1.5848123439354822e-05
},
{
"class_name": "icon",
"confidence": 1.5421646821778268e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 1.3399325325735845e-05
},
{
"class_name": "box_plot",
"confidence": 1.169470306194853e-05
},
{
"class_name": "signature",
"confidence": 1.6340011370630236e-06
}
]
}
]
},
{
"self_ref": "#/pictures/40",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9198608994483948,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.06732388585805893,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.007421884685754776,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.004580458160489798,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.00018032704247161746,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.000128131388919428,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.00010329192446079105,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 6.57214259263128e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 5.1923387218266726e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.00859459862113e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 4.211606574244797e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 2.99262028420344e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.704303369682748e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.6644622266758233e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 2.562979716458358e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.276207487739157e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.989725569728762e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.8647229808266275e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.4174677744449582e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 3.2545563044550363e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 9.759860404301435e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 7.778805297675717e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 7.113646347534086e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 3.834400388313952e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 2.5513855916869943e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.8029390957963187e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 9,
"bbox": {
"l": 695.7904663085938,
"t": 29.52130126953125,
"r": 721.4393310546875,
"b": 9.52044677734375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 25.0,
"height": 20.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABkAAAAUCAIAAAD3FQHqAAAErElEQVQ4Ea3BbWwTZRwA8Od5rndjY1NMsYU6j+LKKKUjtGyGBTBjvmywkJgIMYhZxwpjYYZlIwEjMVuJKShEMcYgxUC/YKKrFE10kxAiY8EVebmUdCtxO8NVS7du1163tb3rtX/jEpPx0YTfDwMAekowAKB5BYB0Jk0wyakqQ9P5Qj6fLzAMo+SUZ0vLMplMASFVVYsYJqfmCKEQAlVVSxYV0zSN5mEAQAhdH741yo8rqsIuM9y4c9u2Zm0ylZpKilZT5b2R0MeHj/YN/PR4Oj47l161wvjgj4fLtM8zDD0mPKqxrotOTrTt2l28aBEGgJnZ2R0H961a+VK5Xl9RzvbfvFFTtW5akuIJ0W62DAfvf3385MXLfY9iUVlWTKzxfjj0gk7P0PTo+NjG9baT5899+WHvti11GAD4iFDXsnvH1tf0Wm1FOTswNFhtrRIlKZ4QbWZLIMh5XG6v3yfEollZMbFGLhwy6PQMTYf58Vqb/YPPTh3d197tcGIA4CNC/d49TXX1eq22opwdGBqstlaJkhRPiDazJRDkPC631+8TYtGsrJhYIxcOGXR6hqbD/HitzX7szOkjzgPdDicGAD4i1O/d01RXr9dqK8rZgaHBamuVKEnxhGgzWwJBzuNye/0+IRbNyoqJNXLhkEGnZ2g6zI/X2uzHzpw+4jzQ7XBiAOAjQv3ePTu2vqpfunSloXxgaLDaWiVKUjwh2syWQJDzuNxev0+IRbOyYmKNXDhk0OkZmn74J7/JvuH9Tz854jzQ7XBiAOAjQn3ru1tf3qhdssS+Zm3/zRvV1ipRkuIJ0Wa2BIKcx+X2+n1CLJqVFRNr5MIhg05fxDDBh+GqytWnLniO7mvvdjgxAPARoWG/Iw+FkuLi4+91Xbl2dcNaqyhJ8YRoM1sCQc7jcnv9PiEWzcqKiTVy4ZBBp3+mtPTH69f+mngcjcd7Dh7qam7FAMBHhMa2lmkpSWuonQ1Nk9NTW+w1U8lEPCHazJZAkPO43F6/T4hFs7JiYo1cOPTisuWj/Ni9kZG/J2NqPt/b0dnV3IoBgI8IjW0tyZkUxiSdTW+217xeu1manYknRJvZEghyHpfb6/cJsWhWVkys8d7IA3a54cT5s0VFRQTjjCz3dnR2NbdiAOAjQmNbS3ImRQgpAJSWlBQzRW+9sS0hSetWmwNBzuNye/0+IRbNyorVVPn5pYuZrDw5PUUIQQhlZLm3o7OruRUDAB8RGttakjMpQghCCADUvLp9S52iqg2bXrl1/67H5fb6fZHY49TcLMHk+6v9qfSchqLQvIws93Z0djW3YgDgI0JjW0tyJkUIQQuULS7tOXjo19vD54+fuHi5LzIRi07G+n7pZ2gaLZCR5d6Ozq7mVgwA48Kjhv2O1NwsIQT9BwBomq5cYXymtOzKF+cuXP7u7LeXFCUXnZygKAotkM5mezo6DzucGACmk4mmducoP6bRaNACAJDL5bRLnmt/+53Bu7cH7/yuof6FFoBCARPyVc9Huxq2YwBACF0f/u2bn3+YnUsTgtGTAEDJ5SiK0lAUehIAYIxr19tb3txZtngxBgA0DwAKhQL6vzCmCEHzMACgp+QfGc+M98f9TCMAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9198608994483948
},
{
"class_name": "logo",
"confidence": 0.06732388585805893
},
{
"class_name": "bar_chart",
"confidence": 0.007421884685754776
},
{
"class_name": "bar_code",
"confidence": 0.004580458160489798
},
{
"class_name": "engineering_drawing",
"confidence": 0.00018032704247161746
},
{
"class_name": "stamp",
"confidence": 0.000128131388919428
},
{
"class_name": "page_thumbnail",
"confidence": 0.00010329192446079105
},
{
"class_name": "screenshot_from_computer",
"confidence": 6.57214259263128e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 5.1923387218266726e-05
},
{
"class_name": "table",
"confidence": 5.00859459862113e-05
},
{
"class_name": "other",
"confidence": 4.211606574244797e-05
},
{
"class_name": "line_chart",
"confidence": 2.99262028420344e-05
},
{
"class_name": "flow_chart",
"confidence": 2.704303369682748e-05
},
{
"class_name": "music",
"confidence": 2.6644622266758233e-05
},
{
"class_name": "calendar",
"confidence": 2.562979716458358e-05
},
{
"class_name": "chemistry_structure",
"confidence": 2.276207487739157e-05
},
{
"class_name": "pie_chart",
"confidence": 1.989725569728762e-05
},
{
"class_name": "photograph",
"confidence": 1.8647229808266275e-05
},
{
"class_name": "qr_code",
"confidence": 1.4174677744449582e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 3.2545563044550363e-06
},
{
"class_name": "signature",
"confidence": 9.759860404301435e-07
},
{
"class_name": "geographical_map",
"confidence": 7.778805297675717e-07
},
{
"class_name": "box_plot",
"confidence": 7.113646347534086e-07
},
{
"class_name": "full_page_image",
"confidence": 3.834400388313952e-07
},
{
"class_name": "scatter_plot",
"confidence": 2.5513855916869943e-07
},
{
"class_name": "topographical_map",
"confidence": 1.8029390957963187e-07
}
]
}
]
},
{
"self_ref": "#/pictures/41",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "The figure presents a set of three grouped bar charts under the title 'Significant Long-Dated, Predictable Annual Cash Flow'. Each chart displays financial projections for two consecutive years (1/1/2025 and 1/1/2026, or 4/1/2025 and 4/1/2026) along with relevant underlying data metrics below each chart.\n\n| Category | Period 1 | Period 1 Value | Period 2 | Period 2 Value | Additional Data |\n| --- | --- | --- | --- | --- | --- |\n| Net Interest Income | 1/1/2025 | $255M | 1/1/2026 | $158M | Based on: 4/1/25, 4/1/26; Asset Bal.: $11.5B, $12.0B; Asset Rate: 7.85%, 7.03%; Debt Bal.: $9.5B, $10.7B; Debt Rate: 6.82%, 6.40% |\n| Servicing Revenue | 4/1/2025 | $126M | 4/1/2026 | $129M | Based on: 4/1/25, 4/1/26; Servicing Portfolio: $33.5B, $36.3B; Servicing Rate: 0.375%, 0.355% |\n| Cash/Escrow Earnings | 4/1/2025 | $66M | 4/1/2026 | $66M | Based on: 4/1/25, 4/1/26; Cash/Escrow Balance: $1.6B, $2.0B; Earnings Rate: 4.02%, 3.30% |"
},
"classification": {
"predictions": [
{
"confidence": 0.982150673866272,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.006875846069306135,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0024558966979384422,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.0023074049968272448,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.0014004717813804746,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.0009019586723297834,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.000744950957596302,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.000689243315719068,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0005670133978128433,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0005643419572152197,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.0002933180658146739,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0002192424435634166,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.00019129959400743246,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.00012628886906895787,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.00011481977708172053,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 9.350178152089939e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 5.453847916214727e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 5.38494459760841e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 4.910825373372063e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 3.5941389796789736e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.2947060390142724e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.9602925021899864e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.8887723854277283e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.7517437299829908e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.1226169590372592e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 9.952524123946205e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
},
"quber__figure_job_id": "parse-01m2p7mczpj0kqnfsx4b7cenvd",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "1",
"kind": "footnote",
"label": "Significant Long-Dated, Predictable Annual Cash Flow"
},
{
"marker": "2",
"kind": "footnote",
"label": "Net Interest Income"
},
{
"marker": "3",
"kind": "footnote",
"label": "Asset Rate"
},
{
"marker": "3",
"kind": "footnote",
"label": "Debt Rate"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Source: Company filings (As of March 31, 2026)"
},
{
"marker": "1",
"text": "Annualized based on March 31, 2025 and 2026 portfolio and debt balances, which may not be indicative of actual results"
},
{
"marker": "2",
"text": "Structured business only; does not include interest income from Agency loans held-for-sale"
},
{
"marker": "3",
"text": "Asset and debt rates reflect \"all in\" amounts, which include certain fees and costs"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 10.11384,
"t": 486.20951999999994,
"r": 564.16536,
"b": 85.05575999999999,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 555.0,
"height": 402.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.982150673866272
},
{
"class_name": "table",
"confidence": 0.006875846069306135
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.0024558966979384422
},
{
"class_name": "engineering_drawing",
"confidence": 0.0023074049968272448
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0014004717813804746
},
{
"class_name": "line_chart",
"confidence": 0.0009019586723297834
},
{
"class_name": "page_thumbnail",
"confidence": 0.000744950957596302
},
{
"class_name": "other",
"confidence": 0.000689243315719068
},
{
"class_name": "calendar",
"confidence": 0.0005670133978128433
},
{
"class_name": "flow_chart",
"confidence": 0.0005643419572152197
},
{
"class_name": "full_page_image",
"confidence": 0.0002933180658146739
},
{
"class_name": "pie_chart",
"confidence": 0.0002192424435634166
},
{
"class_name": "icon",
"confidence": 0.00019129959400743246
},
{
"class_name": "bar_code",
"confidence": 0.00012628886906895787
},
{
"class_name": "logo",
"confidence": 0.00011481977708172053
},
{
"class_name": "box_plot",
"confidence": 9.350178152089939e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 5.453847916214727e-05
},
{
"class_name": "chemistry_structure",
"confidence": 5.38494459760841e-05
},
{
"class_name": "geographical_map",
"confidence": 4.910825373372063e-05
},
{
"class_name": "stamp",
"confidence": 3.5941389796789736e-05
},
{
"class_name": "photograph",
"confidence": 3.2947060390142724e-05
},
{
"class_name": "signature",
"confidence": 1.9602925021899864e-05
},
{
"class_name": "music",
"confidence": 1.8887723854277283e-05
},
{
"class_name": "qr_code",
"confidence": 1.7517437299829908e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.1226169590372592e-05
},
{
"class_name": "topographical_map",
"confidence": 9.952524123946205e-06
}
]
}
]
},
{
"self_ref": "#/pictures/42",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "The figure is a stacked bar chart titled 'Other Diversified Platform Income Sources' that compares income sources across three time periods: 2024, 2025, and 1Q26. The bars are segmented into two categories: 'Gain on Sale' (dark green) and 'Equity Investments' (tan). The total values for each year are labeled above the bars: $81M for 2024, $122M for 2025, and $17M for 1Q26. A legend is provided to the right of the bars. Below the chart, a summary table provides the specific breakdown for each category and time period.\n\n| Category | 2024 | 2025 | 1Q26 |\n| --- | --- | --- | --- |\n| Gain on Sale | $75M | $71M | $13M |\n| Equity Investments | $6M | $51M | $4M |"
},
"classification": {
"predictions": [
{
"confidence": 0.9989452958106995,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0008220371673814952,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.00012598378816619515,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 6.107133958721533e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 9.912350833474193e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 9.433820196136367e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 7.121231192286359e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.747594968852354e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 4.777031335834181e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.636104909470305e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 2.3249860987561988e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 2.223791625510785e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.9960466463307966e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 2.314886984322584e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.234006188928106e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.3567711221185164e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.0233919311986028e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 9.310467419254564e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 8.063964429538828e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 6.649310790862728e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 6.521447915019962e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 6.335433511139854e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 6.182055045655943e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 6.083297421355383e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.5409624505055035e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 2.3883638178290312e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
}
]
},
"quber__figure_job_id": "parse-01m2p7mczpj0kqnfsx4b7cenvd",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-1",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 565.368408203125,
"t": 484.2351303100586,
"r": 784.6112060546875,
"b": 89.6629638671875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 220.0,
"height": 394.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAANwAAAGKCAIAAADomLiIAAAgAElEQVR4AezBCWCT9f04/vfn8+R5kidNzzS90iMNRzmVgCCHnEbkRg6Jfj1m9TvmVDymWKPi7Qzq5pzbFzcUv16bcZYCRUCJYqByS4CClONpm7Zp0zZpm7Tpk+t53n906++7/bf9/9/9t7bjT14vgojhzvaA+xwiAQIJCYMIZVmVmkEQ8cKOD09/+CqfpgICCQmDKB6OJOWOJYhYs/ntln0bdEM0iPBvAREuIgT6CQIAAiHwr4IAgEAI/BEiIAIhAAQAgRD4f4UIFxEC/xuIcBEh8L+ECIhACBAC/84IREPRYMBAELGmYpO3aoPOqEGE/oUyynH4EySUBULhTxCAwPcIZYAQlCVAhP+PEKUYIAIBAAKEEqqAP0FA+A4BAAL/EigDIfAdAihTlqecWoqEMB4GQuA7BP4fEcoAEJTj8GdQjoMswUWEAKGEKuB7hCoAAOU4/G0I3yHwR4iEUVBVCsbCclwEhH9fBKKhaDBgIIhYU7HJW7VBZ9QgQv9BWaKcWp09ikvVAyXxoLfXeyYeDhDKAAKhDKIEgICQedUtyUWTPI710YAHCIV/FCJlVarMIZRLAkSUYrGe9khXIyEECCGMMtNkIYzC983v5bgIQOCfgyinGmdoiib5T1aE28/yWSP015aptMWd3+6MdNQrkrN8ro+lkB8ohb8JkSi4nKk/YjVZzV/9PNbbQQiF73HpBVxyDgCgFIsGW2LBFgAgrEo/62GgjOfLVzAWBkLgr1EGpDgQAigzfLp+ziPJRZNDzScaP3suLnYRQuHfE4FoKBoMGAgi1lRs8lZt0Bk1iNBPUJbZJG3OtLtTh88hVAHfC9btb9n3q0hHPZ81ImfajzvP7Oiq+YwybN61ZWnDr639+J6Q9xSlCsIogFC4CBHlGCISQgmjACCAF0lACMgSEEqoAgBQiqt0Q4sWvsgmZ8nxKCBK4WDXud2+Yx9JkW4Fn25Y+gqhTP3WtbGeNiCUUAUAIMogS4QqgBCU4yhLAEAYBSEMoIwoAxCU44QqCGVQjqMsAQBhFAAkZ9rdGWOWNH3+Yte5L/Jm3J85/ubWg2+FPMezJt7OpRU0bH883FFLCINyHFEmF1EWCAEAlGIoxxmlpnDxemVqbl3Fw9GAh1AGEAlV5M99MmXoDIxHAeVYyO878YfO6q2ETRqy8pdA2dpP7pXDAUQZEclFVAGEohzPGL04eciMlr2vRzsbEeW04dcVLHi281Rl55mdYd8FORJCQAAgVEEoAxehjCgDEJTjhCoIoYgSIRRlCVEmVEEIRTmGiIRhCaHQfwhEQ9FgwEAQsaZik7dqg86oQYR+goi519yTaVoVOPdFu8tOADJNN6UOn+M/WeGt2pA+an7erIc6vt3pc30UCzTnznwgdeishk+fBEIAQGw7K0d7EZAqlLxuGMOnxUN+sf0cyBJheS45Ox4OKNMK5Wgo7K8FAJRifM4ow9JXw21nm52/YJMyM8ffnGyY3Hbk/daDbxNCVLrhhEDYX8+l5MjxaKzbC4iMKoXV6KLBFinSo0zLV2YUoRQXfRfiIZ+CT1eo06VwUJU5JNLVFA00K9MLlekFKMXDPiHe61ck5yhT9WJbDcMl5c1+WJ07xvPlq93ug8qUXMqpxbZzshQlVMHrhimStHGxK9x+HuMRBFBpjVxyVqy3M3vKf3IpufVb10YDzYQygEgYtnDRS+qcEQ3bnyQKTn/to4Rhaz9ZE+tuNa74JVC2tvw+grJKN5xRJUuRULj9vBTpZpO0uTMfSB06y/Plq93uQ3I0pJv4g0zTqtYDGztObZOjParMYaxGh1I07K+N9fgIoQyfouDTpXBQlTkk0tUohYOsJjvW067MKGSUKWL7OSkcVOeMoqxKbDsXF7sIodBPCERD0WDAQBCxpmKTt2qDzqhBhP6AKLNJmcaVbxDC1JbfHw00AYBSW2xc/kZc7GzdvzFn+r3KtHw5Kob9QtPul7SmlRmjFke6GpVp+QDgr97irdpAFGzO1B+nlVxLFbwU7fG57O1HP1Tnjsmb/XA85EvKuyJYW9XkeAlkGeU4nzPSsOTV3uYTjbuelaK9yowi4/JfynK8rvw+KdxTuOBZANq893X97J8AQtPuF2I9vuwpP0wdbm787FmFKiV3xv1sSi6g3Ntc7dnzM3XOaN3E2+I97Un547xVG3pbz+SbH2OTswFl3zF768G3MifckjFmscexXlMwIXPCfxBGIYmB1kOb+Mzhqszixs+ejYX8uqtu115xA+WSMBbuPLPT+/WbyUWTcmc/zGl00e5WhuVjvX535WPRQAuhDCAShi1c9FM+q0Swr4501BcttqUOmVm75SHR+61xxRtAaMPOp7MnlWoMkyirBjnedW5Ps/Pn2iuWZV99J1WopEh359ndYtvZvBn3M0qNFOnp/HZnPBzIvHI5VSYDoNh2rnnPz8S2sxmjF2dO+I94T3tS/riWqg0Rf23uzAcjXY1JuWMUfFqw7kC81586bA7D8V1nHS3O1+ORbkIo9AcC0VA0GDAQRKyp2OSt2qAzahChP6As8dkji5e/Lracqq98DOQ4ABCWNy57jU3Jrd/6iDpvbN70NZ1nd3dWbxF9Qu70ezPGLAkKzoBQlTXpdqpMrv1oNZ83tmDuE62H3uk4UaG/9hG1flzd5gcYVUrx0lcxHmk7+kFv8wmx7TwAohTjc0Yalrza23yy8bPnUIoCVRQteikp74razWsiHQ1DVv4aqKJu85qcqT9KHTHPXfmo2HaueNlrgNi4+8WCuU8Qwri3P6HKHFK44Lm2o+9LoY682T8Jd9T5vvmo13tKe+XK9FGLGnY+GelsVKhSe72ns6fdrTOtqq+0xrqacmc/rM4e2br/N93uQ7kzH+J1xtpP1nBp+qJFL3We3t56cFP25LvSRy9q3PWM9soV6tzRrQfeospknenGaHebu7IsGmghlAFEwrCFi36qzh7p/vQJQDn/uscJZWs33x8PdRhXvA6Eadz1THLR5FDLyWhXk/7asmTD5No/3BMXu/Jm3J9snOb9+s1u9yEp0p01qTRjzOL2I+/FQ53Z0+8JuQ837309uXhq3swHu87s8jhs6Vcs1896MNxR5ztmD3lO8LqhhQuej3Q2tH/zu9Shs5INk8XWM/7qremjF/GZQ93bHu1pOkYYFvoDgWgoGgwYCCLWVGzyVm3QGTWI0B9QltS5Y4qXvRbynHB/+jhIcQAgrMq47DU2VS98tJpLzTEs/Xnb4f9uPfg2ZRR5c9amDTfXlt/X23Iqf+5TqcNm1ZavSR85X3vl8sD5r2Ld3qS8K/jskfWVj8kxsXjpq11nd3u+fBkACFUAAEoxPmekYcmrvc0nGz97TpaihCqKlqxPyh5du/n+SGeDccUvgbK1n9yjKbiqcMELbYffCXlcRYttHScqAhecxctfjwabQ41HKZuUPmp+4MJXvS2ncmfc3+x8ze/6mFBGO25V7ow1YZ/QUb0lcM4Rj/TkTPtx5rgb3duf6K4/UDB3XXLxlLqKByP+usJFL6m0hrqKh1KGzsqddnewtirS1aDSDtUUXuVz2VOHzIp0NbgrrUCpYcnLrEZXv3VtNNBMKAOIhGELF7ygKZoYCzRTTg1AWw+93VG9lSo1xmWvAWXrPrmXMGzK0BlcSl5S/nhlRlH91rW9TcdyZz6QMXZZ7eYHeltOEsSM8TflXXNv465nuZTcnGt+3LBjXWfN58q0guJlr0nRUP2Wh1OHX5s366Fm52t+18eE0NQSc8G8Z1sPbGzd/xvdxNtzZ9zv+WK9//gnuTPW6Cbc0rBjXbB2H2FY6A8EoqFoMGAgiFhTsclbtUFn1CBCf0BZUqYXGlf+ShIDtZvXxHs7AVGZUWhc8au4GKz95B519qiiJS+3HX637dDbhCry5jySOmxOXfl9Yvt5/ZxHU4dfW7f5gYwxi9NHLQzWVUm9nQhEjnR3nNqmSM4pXvKyv3qrt+pXhCrgeyjF+JyRhiWv9npONOx6Ro71qnTDjMtel+Ph2k/uk2K9xuWvA2Xryu8jDGtc8et4uEtsOZVxxbL6LY8ASIZlv4h0NootpwAAUepp/IZN0uXOvL/p8xe6aj4njAIITR+5IGPMYl43rOPMruYvX866+j8zTTe6tz/R4z6UP/fJZMPk+q0Ph321hQtfVGkNdRU/SR8xN+vq0u66/bGeNgQiRXsivrqca37c6/22cedTQGjRope41Nz6rWujgWZCGUAkDFu48MUk/ZXt3/wu0ukWW8/Egi0AhHJJxcteAyDNztdyZz2kYJNCzcdVmcO49IL6rWt7PcdzZz6QMWZpXcWDvc0nAUA7/qbcaT9u+vwFZUaRbuId7sqyoODkUvMMS3+G8Wjdlp+kDr82b9ZDTZ8/31XzOQCkDp9TMO8Zb9WG9qPvZ4635M54oOnzn3ae3p5zzd26Cbc07HgqWLuPMCz0BwLRUDQYMBBErKnY5K3aoDNqEKF/IKFc4YLnkg2TWw+/23HiE6JQZl99Z/qoBe3HPmrZ90ayYbJhyasd1VtbD2yU45G8WQ+mDptTV75GbD+nn/Noaom59g/3JBdPzZ7yQ8/un3acqiQMp+CTpXC3On+8YdFL/lPbvPt+RSgD30MpxmePNCx9JeKvbz34tiIpQ3vF8iT9le0uu7fqvyiXZFz2GlC2bvP9UjiYN/vhjFELpUhPtKe1vuJBhk8fcuN/hdsvuD99Qor2MJwGQE4fuTB35gNNu1/sOrOLMJwqc0g00Ew53rD4ZcqqLthXZ5osmaZV7u1P9LgP5c99MtkwuX7rw2FfbeHCF1VaQ93mB5P0pvzrHmv5eoPvyAdAKKPUMHxq0WIbVSgbdjylUKfrr3tcCgfc2x6NBloIZQCRMGzhop/yWSWC/UeRznrCcIRQQKScunjZa4jQ+e32vFk/aT2wsf3o+wXXPZkybE7dlod6Pa7cGQ9kjruxYdczPfUHpWhIO/6m3Gk/bvzseapQ5l9nbTvyftvBtzSFEwsXvhAU9jV9/kLG2GW5Mx9o2v1i15ldAJA6fE7BvGe8X7/ZfuS9zPE35c64v2n3S52nKnOuuVs34ZaGHU8Fa/cRhoX+QCAaigYDBoKINRWbvFUbdEYNIvQTlKWkvLF5sx9WaY2yFCOUEsIEhb3Ne38ZC3qVGUWGG37OJWdHOt0Nn67Tmm5MHzlfsP9IbD+nv9aaPvL6C/YfylGxaOHzyozicPt5yqmlSI/708eVaYXFy3/hP7G5Ze/rhCrgeyjF+KwRhmU/U6hS4XtSONh1/su2Q+/EezsZpca44lfAKGr/cI8kdqYMmVm48EVCSNvh91oPvkUokzX5Lt34m2M9bfHeLi4lp+XrDVSh0s/+SePuF7u+3UEomzv9vtTh18Z62lVaY8e3nzbv+XnO1B/pJtxct21tT/3BgnnPJBdPq9u8JuwTiha/rMo01n5yrxyP5M99UlMwIdx+gRBKGIV7++MpQ2bkTF2NiHKkB1GSIt31Wx+JBloIZQCRMIqixS/zOaME+w8jnW5CGLgIkXJq44pfAZDmfb/Mv7aMUSbFutsZVSqj0tRtfSTU+E3GmCX55jIA0nXW0fjZs1qTJW/6fY27nutpOlZw/bqkgglh3wUuOSceDjZ+9lyv50Tm+JvyZj7QuPvFrm93AkDq8GsL5z/b8vWG9sPvZo6/OW/mA427f9pZvTVn+r1ZE293V1qDtfsIw0J/IBANRYMBA0HEmopN3qoNOqMGEfoRSlxqflLBBGWqXpZiYd/5UOOxeCRICAMASXqTpmB8NOgNnP+SS81lNdkhz3E52qvSDWU12aHm41K4W5leqCmcxKXmSpHu3uaTvc3VlEtS542NBpoj/jogBP4IkXJqde4YhlMjAEqxeE+76BNAjgOhQGhS3hUApLflJEoxyiWpc8dSVtnrPRPvaQdAyvJJBRPU2SMJw4b99T3uQ0TB8rrhYmtNrKcNgHCpecnF0xSazIi/trvuQFzsUmmLubT83pbTktjJZ5Uo1NpQ80k51svnjGK4pN7mk1K0l0vJ1hRNUablyzGxt/VMqPEbQpmUITOU6YW93m/jPe1UlSJ6T8mxCBAC3yF89kiFKiXUfFyOiQAE/ojQpLwrAKC3pZrPGqEpmiSFg70t1QyfJraeiYsBhtOkDJmuTC8MNR3rcR/h0vJUmUPF1ppot5dLyUk2TOVS9bGQr8d9OOyvJYRwKXkq3VCxtSbW0wZAFEladc4o0SdEu5q41DxeN0xsrYl2tyozDMr0QtF7Ot7bAYRCfyAQDUWDAQNBxJqKTd6qDTqjBhH6FcpxQBkoAwiAElAFIRS+h3IcgAAgIQzKEqJEGQ4IQSmOKFGGA0JQjgMiUAZQBkTCsICyLMUIZQhVwJ9DlKUoIMJF5CJKqAIIge+hFAUEouDgIkRZigIgoSyhDFyEMspxIAxchBJQBSCiHCMMSwgDAChLgDIQCigDZQihKMdRlijDAqEoxRBlynBACEoxRJkyHBCCsgQoA6WACCgThgVElCUgFFCGixAJwwIh0AelGKJMGQ4IgT+DUhQACMOiFAdCAREAEWXKsEAooIyyBIQCIKEKlCWUY4RhCWFQlgBloBRkGQghVAEAKEsoxwjDEsIAAKKMUpRQllAGZQnlGGFYQhiU4yhLlGGBUOgnBKKhaDBgIIhYU7HJW7VBZ9QgQkLCoCEQDUWDAQNBxJqKTd6qDTqjBhESEgYNgWgoGgwYCCLWVGzyVm3QGTWIkJAwaAhEQ9FgwEAQsaZik7dqg86oQYSEhEFDIBqKBgMGgog1FZu8VRt0Rg0iJCQMGgLRUDQYMBBErKnY5K3aoDNqEOFShQgXEQL/DhABEC4iBIBAwv8SgWgoGgwYCCLWVGzyVm3QGTWIcIkiVAFAUI7BIMOLGE7NqFLlmChFgoCQ8L9FIBqKBgMGgog1FZu8VRt0Rg0iXHpQpsrkvJkPUY5v/vLVWK+fEAJAABAQgAAAgf8DES4iAEDgjxDhjwiBP0EAAohwESFwESJcRAj8DwSE7xAC/wMBSOpwc/bVdyiSMlGWOqq3tB7YCH+ECH9ECPwPBCDwJwhA4DsIQAARCAAQuAgRLiIAQOCPEOEiAgAE/gQB4TuEwCWKQDQUDQYMBBFrKjZ5qzbojBpEuOQgSgo+w7DkFUaZVLfloWighTAsynFCFZRh5XgUUAJCAREBqUJJCJXjUUAZAAGAKFSEEJTjcjxKKAVCAQFRogolAJFjIgBQlgdAOR4hhAIAyhJhFJThEGWMRwAIEAIAKMdVmcOKlr4s9Xa2HfpvRVIGm5zdfuQ9jEcQZapQEqpAlOV4hAAAoQAECAGU4TsECAGU4SJCQZaIggNElGKIMmWVhDCyFAVZBgAEpAolIVSWoijFCWUQZUIZynCIMkoxuEQRiIaiwYCBIGJNxSZv1QadUYMIlxxEScFnFC1ezyjVdRUPUladNfF2sbVGUzSJ1w0Pug+2fv1mXOykjDJ9zCLt2GUMnxYU9rXu/w3KMe0VK9NHzWdUqWHf+fZjH3XXVqWNmq/Rj4t0NaWPXACA7d98yHAa7biVUlRsO/hWsO5rQFRlDs2eXJqkHyf1Bvynt/lPVoAcAyAoxZKLpxQteqnbfbhhxzopHGSUGgBAwFTjDO24G1WZxnhvR+fpHf7qLXKkJ330wuTiqa0H3460X0gfszi5eKp3/0ZCQDfx9mhnQ+rQWaHmky1730gtuS7TdCOnyenxuFr2vi6JAe24lRmjFlFVcqjJ1Xbw7bC/VqUbln31nUn5Jikc8O7/beD8l4Qq4JJDIBqKBgMGgog1FZu8VRt0Rg0iXHIQJQWfUbR4PaNU121+gEvNNyx5GVEOeU4o1Onq7BGeL3/mP/FJ+sh5+dc93t1wpLv+QFLeuPZvPkgpmpw9dXXnmZ1i27nM8TcRytSVP5A2an7WxNuiQa/Yeiap4Cqq4KLBlkinO9kwVWw76658DAAKFjyvTMlrP/qeOveK1OFzmnY9GxCchCpQjivTCgoXvqjSFvc0HPGf3NztPozxSJJ+XNGi9dFgk796W+qQ6ZqiSc1f/sxfvSVv1kPasTfUbVvbU38wb/bD2rFLa7f8BACKl7wChIY8xwPn98S6vYULXwz7LnTVfKYpuMp34hNVelHerIc6TldGOhuyJpWGPMebdv80d8aatJLrvPt/QxlltKc1cNZBKAOXHALRUDQYMBBErKnY5K3aoDNqEOGSgygp+IyixesZpbpu8wNsqr546SuBC/s8u1/QGCYXLXjBd3Kzd99/5c99InXIDKH8PrHlFGV5RqkpXvYLwnC1n9wb6/ZmXX1nzrS7G3e/xCVnZ199R+PulwJnPy+4/qlk4/SGHU+GGo8VLbZx6QV15Q+yKdmGJeu76w+0H/tInVWSM/2+jlNbW5xvEEoBAFFOyrsi++o7k/JNgOg/tbVl36+yJ9+VOc7SsGNdV82upHxT8Yo3etyHG3Y+nTPtx9qxS+srH+txH8qd9aB2zJK6rWsBoPiGV3savmn8/Hkp0pM3Y432yhXu7Y8Hzn/FKNWUVRfMe4bXDWve+0Y81J4z9UcKja5+y8OZ429KHzm/9cDGwPmvot0thFC4FBGIhqLBgIEgYk3FJm/VBp1RgwiXHERJwWcULV7PKNV1mx/gUvWGJa/4q7e2fPWapmiSYcn6jtOV3q/fLFq0XqUbJny8OtbtBVlik3OHrNoQDTTXb3lYjotpIxfmz328Ze8vGU6ju+oW93ZrT/2h/LnWZOOM+i0/CbedL1z0gko3vG7zg7xuaMG8Z+JiZ7y3i1BKGK7j1DbfMTuhFAAQZYxHFeq05KIpWVP+k9Xo3NvK0krMKUNn1W/5Saj5BJdWMGTVm2F/nXvrI9lT79aOXVq/razHfTBn1oOZY2+o27oWAIqXvuKv3urd9wZhuHyzNcV4TW3FQ6L3FAKyam3RIpsqqyTa1QCIVKGMdDV59rzCsEk5M9ckF0yMBlu8X78ZuPAVIRQuOQSioWgwYCCIWFOxyVu1QWfUIMIlB1FS8BlFi9czSnXd5ge4VL1hySv+U9tavnpNUzTJsNjWcbqyZd+vC65/KnXIDPd2a7D2a2VGIQAtXPgiZbnaP9wbDbbkTLs76+o7G3asU2mH6Cbc7P70iZ76g/nXWZON0+u3PhJuO1e48AWVbljd5ge5lFzDkvUd325vcb4BgIQyAATlOFyEqNBkUgUf9l8AhML5z6aNmFtfaU3KuyLTtKph1zOd336aXHR18fLXu8596dn9Ys60ezJNN7p3PNVTf7Bg3tPJRVfXbX0EAIqXvuI/Vend9wYAzZ2xJvPK5U2O9R3VW5TphUCofs5aZUaRe1uZ6BcIYQijQDlOFSo5GtIYpuRf90TYJzR8+rgcDQGhcGkhEA1FgwEDQcSaik3eqg06owYRLjmIkoLPMNzwGqNU1/7hx1xavnHZ676TFc1fvqIxXG284ef+6q2ePa9qRy/Wz3k0GmqL+OtYjc7zxSvJxVOzJv0gUFsV7WxMH7Ug1tNWv/XhTNNNugn/Ubft0Z66/QXXr0sZOqt28/3h1rNFS9arskrqPrlPigQLF76kyijqqvksHg6qMgz+U9tCjUcJVaAUTxu1IGfynWF/HQBJyh8X6fLUb31YlWEoWvRStLs1eMGpKZqozChq+uyFwPk9GWNvyDeXRboaY72dat1woEzdlp8AwJDlr/tObmlx/gIAU4qnFSx4To6ERO+3XFp+895fKtMLc2fcH2r8JuQ5zmqy4mKn79hH2VNXU1YVDwczxizpqT/Q5HgJ4zEgBC4tBKKhaDBgIIhYU7HJW7VBZ9QgwiUHERmOzxx/E1Wo2g6/q0jK0E24tafhcFfN50ptsW7Cf/Q0Hu2q+ZyyfMaYpWnD5xCG62k61n7kPUQ507RKUziJECbcUe879lG4/Wzq8OtSDFPaXb8P+4T00YvVOaPaj74fDbZmjruRS8lr/+b9WHcbn1WSOeE/lOkFgBgNetsObQr76wmliDKnydKaLEn6KwmhYvt53/E/hNvPEcKkDTenjVqgUKXEI4GO6m1BYS+izCiTsyb9IEk/LtLZ0NNwRJ090nf8Y0TImnhbT8PhrnMOAhQISR+1IH3kfMrxYtu51gNvSeGgdtzKlOJpRKGSY2LX2c87T29PGzE3Y/QiolCG/fW+o++HOxsIoXDJIRANRYMBA0HEmopN3qoNOqMGES5NKMejAEAVHCDK8SihDGFYQFmORwllCMMCIEpxRpUMhJHCAUIYAERZYlQphCri4S5AIJRBOY5SnCo4IBSlGMoSVXBAKEpRRJkySiAEZQmAKPhUAIiLAQIAlMIfoYyyxPCphDBxsQsACGUAAKUYVaioUiNFuzEWIQwLFyECAKNKliIhlCKIMmU4AJDjUUIZwrDwHUQpTrkkquDiYoAQAoSgFKdcEuXUcqRHjomEYVGOU5anrCouBgCRUAYuRQSioWgwYCCIWFOxyfv1hiyjBhH+/w1RhosIJfAniDJcRCiBfwACAMpwEaEE/u8QZbiIUAL/AxEBEch3oA8CAMoA5CL4+xBluIhQAn+CKAMiEEoIge8hIgACIQQIXKIIREPRQJeBIGJN+caG3W+kFyYBQkLCoCEQ642GY0MIIjYf/vL89nepgoWEhEElS/HUwuEEvyPHxV5AhISEwcYolQQRISHh3wlBREhI+HdCEOVYT7scj0BCwmCjDMcmZ5Nod1vznlfZlFwAhISEwURigRb9nLVE9F3wHf0w79oySEgYbM1fvJx51S1E9Al+l11vtkJCwmDzOGxak4WIPsHvsuvNVkhIGGweh01rshDRJ/hddr3ZCgkJg83jsGlNFiL6BL/LrjdbISFhsHkcNq3JQkSf4HfZ9WYrJCQMNo/DpjVZiOgT/C673myFhITB5nHYtCYLEX2C32XXm62QkDDYPA6b1mQhok/wu+x6sxUSEgabx2HTmixE9Al+l11vtnzsjtQAACAASURBVEJCwmDzOGxak4WIPsHvsuvNVkhIGGweh01rshDRJ/hddr3ZCgkJg83jsGlNFiL6BL/LrjdbISFhsHkcNq3JQkSf4HfZ9WYrJCQMNo/DpjVZiOgT/C673myFhITB5nHYtCYLEX2C32XXm62QkDDYPA6b1mQhok/wu+x6sxUSEgabx2HTmixE9Al+l11vtkJCwmDzOGxak4WIPsHvsuvNVkhIGGweh01rshDRJ/hddr3ZCgkJg83jsGlNFiL6BL/LrjdbISGhjyiKhBCVSgUDy+OwaU0WIvoEv8uuN1shYfAggCiKCP8HqjglwzDwvVOnTh09ejQWiw0bNmzq1Kkcx0Gf06dPh0KhSZMmwT8uEons3bu3trbWaDTOmTOHYRjo43Q6lUrl5MmTYWB5HDatyUJEn+B32fVmKyQMnl5RnHrTDT2hEKUUAEJi+O2fvjxv+iwAOHLkyIEDBxYuXJiSklJfX19SUhKJRDweT3p6emFhocfjiUQiBQUFvb29fr8fAIxGIyEEABCxtra2t7fXaDQmJSV1d3eHw+G2trbc3NyMjAwAOHz48PHjx5ctW9bd3V1QUOD3+71eb2ZmZn5+/vbt21Uqldls9vl8TU1Ner1ep9NB//M4bFqThYg+we+y681WSBg8IVG8csnc7p4eSikAhETxdz//5aJZ5ng8vmnTpokTJ44bNy4cDnMch4hff/11NBqtq6ubMWNGKBQKBoNDhgzZvHmzXq9vbm6eOXPmuHHjAODLL7+sq6tTq9XRaHTlypVOp7Ouri49Pb2np+eWW25JSko6derUjh07brjhhuHDh4fD4QMHDsTjcUEQlixZcuLECZVKNWbMmF27duXl5TU1Nc2bNy87Oxv6mcdh05osRPQJfpddb7ZCwuAJiaJp6fXdoRClFABCovjhq68vnHVtOBzeuHHj0qVLAWDnzp2hUOi2224DgMbGxoMHD44YMYLjuEAgUFJSsnv37v/8z//cv3+/3+9fvnx5IBB47733Vq5cmZ2dvXHjxmnTpp09ezYzM3Py5Mlvv/32kiVL8vPzAeDIkSNffPFFcXHx0qVLOzs7PR6P0+mcPXt2e3u7SqWKxWJnz56dOHHi/v37Z86caTKZoJ95HDatyUJEn+B32fVmKyQMnpAompZe3x0KUUoBICSKH776+sJZ10qS9Pbbb48ZM2bq1KnhcHjTpk0zZ848evSowWA4d+7c0KFDOY4LBALDhw/ft29faWnpwYMHW1pali1b1tHR8cEHH9xxxx0pKSnvvPOOyWSqr6/X6/Xjx49/5513rr/++oKCAvheKBR68803x48fX19fX1JScvTo0Wuuuaa9vV2lUvX09DQ1NU2cOJFhGKPRmJycDP3M47BpTRYi+gS/y643WyFh8PSI4oi5M4KhEKUUAEJib/kv31xy7VwAOH369K5duyZMmMCy7MGDB+fOnfvFF19MmTLF5XINHz6cZdmurq4RI0Y4nc677rpr//79LS0tK1eujMViH330Ec/zGRkZ586ds1gsDoejoKDgqquueuuttxYsWFBYWPjtt996vV6O406ePDlu3LgjR45Mnz7d6XTOmDGjtbVVpVLl5+d/8cUX06ZNI4QYDIbk5GToZx6HTWuyENEn+F12vdkKCYMnLkmO/fvicYkQuCguSZOuGJery4Lvud3umpoaSZIMBsOwYcPOnz/f0tKSlZWVl5cHALFYLDk52e/3FxYWdnR0hMPhvLw8AOjq6jp27FgsFrvyyitzcnI8Ho9arU5LS3O73dnZ2TzPt7e3V1dXRyKRESNGFBYWVldXd3V1ZWZmFhQUhMNhSqlOp6uurvZ4PMnJyVdeeaVGo4F+5nHYtCYLEX2C32XXm62QkDDYPA6b1mQhok/wu+x6sxUSEgabx2HTmixE9Al+l11vtkJCwmDzOGxak4WIPsHvsuvNVkhIGGweh01rshDRJ/hddr3ZCgkJg83jsGlNFiL6BL/LrjdbISFhsHkcNq3JQkSf4HfZ9WYrJCQMNo/DpjVZiOgT/C673myFhITB5nHYtCYLEX2C32XXm62QkDDYPA6b1mQhok/wu+x6sxUSEgabx2HTmixE9Al+l11vtkLCX5FleefOnRMmTMjJyYGE/udx2LQmCxF9gt9l15utkPCXJEk6ePDgf//3f69YseLaa69lWRYS+pnHYdOaLET0CX6XXW+2QsKfiUQiv/nNb9xud35+fmtr65IlS6ZOnQoA3d3dsiynpqYCQDAYbGlpUavV+fn5hJDe3t6mpiaWZYuKiiilgUBAFMXMzEyFQgEA8Xi8vb1do9EkJydDwt/hcdi0JgsRfYLfZdebrZDwZ+rr61988UWr1Wo0GkVRjMfjSUlJVVVVv//9700m0+rVq1tbW1977bW6ujpK6a233jplypQ333zzxIkTsiwvW7Zs5cqVv/rVrw4fPrxq1arly5cDQHl5+R/+8IfZs2evXr2aEAIJf4vHYdOaLET0CX6XXW+2QsKfCQQCL774YkZGxrJly0pKSgCgubn5/fffd7lco0ePXrduXUdHR11dXVZW1mOPPZaZmfnUU0+53e6srKyXXnqpt7d3/fr1L7/8siAIeXl5P/3pTxHxySefbGpqGjNmzPPPP08IgYS/xeOwaU0WIvoEv8uuN1sh4S81NDR8/PHHNTU1BoPhtttu0+v1sVjs5ZdfppSuW7cOvuf3+++7774JEyY88sgjANDT0/PII49kZmY+9thjzz77bGpqqiAId999dywW+/DDD7OysmRZfu655wgh8JdQinr2vIrxCAABAJSiuqtu5bNHAUBNTc2xY8cIIVlZWbNnz6aUwt8iSdKePXtMJhPHcfF4PD09Hf6K3++vra2dMGECpRT+EaIodnd3Z2VlwT+upaVFp9MpFAr4X/A4bFqThYg+we+y681WSPhb2tvb33jjDYZh1q1bRyl9+umnFQrFunXrAEAUxddff/3ChQtPP/10QUFBPB7/7W9/+/XXXz/99NNDhw595JFHRo0a5fV6KaWxWCwzMzMej7e3tz///POEEPhLckw8s3GhHOkFSgBAjoqGZT9PHToHALZu3RoOhydPnqxUKnNycnw+n9frzc7O5nlepVIFg8H09PRwONzb29vc3Jyfn79nz56enp7Zs2cnJyenpaXF4/FAIJCenk4pPXfu3FdffXXbbbdFIpFgMBgOh41GYzgcRsTk5ORwOByJRMLhsNfrLSwsTE9Pd7vd3d3dBoPh+PHjLpdryZIlKSkpsVjM5/MZDIaOjo5wOFxcXMwwjNfrbW1tLSwsTE9Pj0QioVDI7/crlUqFQvH73/9+2rRpV155ZXt7eyAQMBqNSUlJ8Hd4HDatyUJEn+B32fVmKyT8mXg8LkmSUqkEgPLy8v37969fv16hUDz99NMKhWLdunWxWOy3v/3tgQMHysrKxo4dG4/HP/74423btt13333XXHNNLBZ79NFHx40bl5+f/4tf/EKpVFqt1gMHDni93ueff54QAn9Jjoln31khR3uBEACQY2LR4vUpQ2YCQGVlZTgcnjx5ckZGhiiK5eXl6enpHo9nzJgxEyZM2Llz54033nju3LmamhpJkiZMmPDll192d3ePHTu2tbXVYrHU1tZWV1evWLGCUnr+/Pm9e/cuWrTo97//fW5urs/nGz9+PM/ztbW1y5cv37t3b319vVKp1Gq1bW1tQ4YMOXPmjMFgGDp06JEjR44fP242m+vr66PRqEKhCAQCer3e4/FMnz49PT19//79WVlZLS0tS5cu9Xq927ZtMxgMXq9Xr9e7XK6xY8cWFBTU1NQYDIbhw4fn5eXB3+Fx2LQmCxF9gt9l15utkPBnampqfve732VkZMRiscbGxpUrV44dO/aDDz7YvXs3pXTlypVDhw597LHHUlNT8/LytFrtokWLXnjhBUmSDAaDRqNZvXr1r3/96yuuuGLRokVr1qzJyMh49dVXf/Ob37S1tb300kuEEPhLckw8+84KOdoLhACAHBOLFq9PGTITACorK6urq4uKikwmU2dnZ0NDw8033/zZZ5+Jojht2rTy8vLS0tLTp0+fPHkyEoksXLhQEIRQKGQ2m999991rrrmmpqYmKytr2rRpAHD+/Pm9e/def/31FRUVd9xxx/nvzZw5s7y8fNmyZZ999lkwGExJSRk9evS+ffvy8vK6urquu+66IUOGnDlz5ptvvlm1atUHH3wwceLE3NzcDz744K677jpx4oTP55Nluaura+zYsXv27Fm8eLEkSYcOHbrzzjt37Nghy3J7e/vChQt9Pt9XX301b9684uJihmHg7/A4bFqThYg+we+y681WSPgz0Wj07Nmzb7311ujRo+fOnWswGEKhkMvlikajiJiamlpYWHju3LlYLCbLskqlGjZsmCAI4XBYlmWWZa+44gqPx5OcnFxQUHD69GmO44YPHy4IQjQaHTlyJPwVOSae2bhQjvQCJQAgR0XDsp+nDp0DAJWVlWlpadOnTweAPXv2dHR0rFixYu/evV1dXVOmTCkvL1+9evXx48erq6uj0eiCBQvOnz8fDofnzZv39ddfnzlzBgCWLVum1WoB4Pz583v37r3++ut37Njxgx/84Ny5c6dPn161atUnn3wSj8cBIBaLUUrHjBmjUCgKCwu9Xu+ePXsmTJig0Wi++eabW2655f33358yZUpGRkZ5efntt9/ucrm8Xm84HI7FYmPHjlUoFEajURCE6urqW2655fPPP49EIm1tbYsXL87Kyjpz5ozT6bzyyiunTJkCf4fHYdOaLET0CX6XXW+2QsJf+eijj6ZNm1ZQUAD9DKWoZ8+rGI8AEABAKaq76lY+exQAbN26tbGxcezYsampqWq1+tNPP73qqqsOHz48dOjQ6667buPGjSNHjrxw4QLLspIkLV68uKmp6ciRI0uWLElLS7PZbKNHj77lllvge+fOnfvqq6/mz59fWVl555131tTUnDp16tZbbz116tSGDRtuueUWjuNOnDhx9dVXAwDHcaFQ6NSpUzk5OcOHD//kk0/MZvOhQ4dmzpyp1Wo//vjj0tLSY8eOtbW16fX6U6dOTZo0CRFHjBhx+vTpkydP3n777Tt37pRl2ePxFBQUFBcXi6J46tSpzMzM+fPnw9/hcdi0JgsRfYLfZdebrZDwVyKRCMuylFIYPF6vVxCEeDyempo6duzY06dPt7a2tre3JyUlLV269MKFC4Ig5OXlpaenx+PxnJwcSZIOHTqUl5dXUlKyYcOGSZMmXXXVVfC9np4ev9+flZXV2tpaWFjY/b38/PxIJHL+/Pni4mKVSnXixIm2traMjIycnJyzZ8+qVCqTyaRSqY4ePQoAWVlZ2dnZLMs2NzcXFBQEAoFIJKLT6aqrq1tbW9PS0kwmUyQSCQQCBQUFra2tlNJgMFhbW1tUVNTQ0KBUKseNG5ecnAx/h8dh05osRPQJfpddb7ZCwqXj8OHDHR0d8+bNg7+vvb19+/bty5cvT01NhUuEx2HTmixE9Al+l11vtsJlT2z9tv3oB4ThYCAgUSj1sx8hDAf/uJ6eHkmSUlNT4e8Lh8M9PT2ZmZlw6fA4bFqThYg+we+y681WuOwFLnxZX/ETyvEwAGSkSvXIH35KWR4S+ngcNq3JQkSf4HfZ9WYrXPaCgtNdWUZZHgYAIuXUJaXllOUhoY/HYdOaLET0CX6XXW+2wmUvKDjdlWWU5WEAIFJOXVJaTlkeEvp4HDatyUJEn+B32fVmK1z2goLTXVlGWR4GACLl1CWl5ZTlIaGPx2HTmixE9Al+l11vtsJlLyg43ZVllOVhACBSTl1SWk5ZHhL6eBw2rclCRJ/gd9n1Zitc9oKC011ZRlkeBgAi5dQlpeWU5SGhj8dh05osRPQJfpddb7bCZS8oON2VZZTlYQAgUk5dUlpOWR4S+ngcNq3JQkSf4HfZ9WYrXPaCgtNdWUZZHgYAIuXUJaXllOUhoY/HYdOaLET0CX6XXW+2wmUvKDjdlWWU5WEAIFJOXVJaTlkeEvp4HDatyUJEn+B32fVmK1z2goLTXVlGWR4GACLl1CWl5ZTlIaGPx2HTmixE9Al+l11vtsJlLyg43ZVllOVhACBSTl1SWk5ZHhL6eBw2rclCRJ/gd9n1Zitc9oKC011ZRlkeBgAi5dQlpeWU5SGhj8dh05osRPQJfpddb7bCZS8oON2VZZTlYQAgUk5dUlpOWR4S+ngcNq3JQkSf4HfZ9WYrXPaCgtNdWUZZHgYAIuXUJaXllOUhoY/HYdOaLET0CX6XXW+2wmUvKDjdlWWU5WEAIFJOXVJaTlkeEvp4HDatyUJEn+B32fVmK1z2goLTXVlGWR4GACLl1CWl5ZTlIaGPx2HTmixE9Al+l11vtsJlLyg43ZVllOVhACBSTl1SWk5ZHhL6eBw2rclCRJ/gd9n1Zitc9oKC011ZRlkeBgAi5dQlpeWU5SGhj8dh05osRPQJfpddb7bCZS8oON2VZZTlYQAgUk5dUlpOWR4S+ngcNq3JQkSf4HfZ9WYrXPaCgtNdWUZZHgYAIuXUJaXllOUhoY/HYdOaLET0CX6XXW+2wmUvKDjdlWWU5WEAIFJOXVJaTlkeEvp4HDatyUJEn+B32fVmK1z2goLTXVlGWR4GACLl1CWl5ZTlIaGPx2HTmixE9Al+l11vtsJlLyg43ZVllOVhACBSTl1SWk5ZHhL6eBw2rclCRJ/gd9n1Zitc9oKC011ZRlkeBgAi5dQlpeWU5SGhj8dh05osRPQJfpddb7bCZS8oON2VZZTlYQAgUk5dUlpOWR4S+ngcNq3JQkSf4HfZ9WYrXPaCgtNdWUZZHgYAIuXUJaXllOUhoY/HYdOaLET0CX6XXW+2wmUvKDjdlWWU5WEAIFJOXVJaTlkeEvp4HDatyUJEn+B32fVmK1z2goLTXVlGWR4GACLl1CWl5ZTlIaGPx2HTmixE9Al+l11vtsJlLyg43ZVllOVhACBSTl1SWk5ZHhL6eBw2rclCRJ/gd9n1Zitc9oKC011ZRlkeBgAi5dQlpeWU5SGhj8dh05osRPQJfpddb7bCZS8oON2VZZTlYQAgUk5dUlpOWR4S+ngcNq3JQkSf4HfZ9WYrXPaCgtNdWUZZHgYAIuXUJaXllOUhoY/HYdOaLET0CX6XXW+2wmUvKDjdlWWU5WEAIFJOXVJaTlkeEvp4HDatyUJEn+B32fVmK1z2goLTXVlGWR4GACLl1CWl5ZTlIaGPx2HTmixE9Al+l11vtsJlLyg43ZVllOVhACBSTl1SWk5ZHhL6eBw2rclCRJ/gd9n1ZisMiKqqqlAodP3118P34vE4wzCEEPg3EBSc7soyyvIwABAppy4pLacsDwl9PA6b1mQhok/wu+x6sxX6WTweP3LkyMaNGwkhZWVler3+448/rq6uTklJufHGG0ePHt3a2lpZWZmXl7dgwYLe3t4PP/ywu7t71apV+fn5sizv3r376NGj8+fPHz9+PPSPoOB0V5ZRlocBgEg5dUlpOWV5SOjjcdi0JgsRfYLfZdebrdDPqqurn3/++QULFiQnJ6elpUUikffee2/16tU7duxQq9X33nvvr3/96wMHDsyYMWPdunVtbW1r1qxpb2+/+eabf/jDHzY3Nz/++ON1dXV33XXX7bffDv0jKDjdlWWU5WEAIFJOXVJaTlkeEvp4HDatyUJEn+B32fVmK/SzQ4cOPffcc7feeuv111+fkZHhdDp/+9vfrlq1av/+/aNGjVqxYkVbW9s777yjVCqffPLJ1tbWxx57LCsrKxQKvfDCC/v27du1a1ckEpk5c+Ztt90G/SMoON2VZZTlYQAgUk5dUlpOWR4S+ngcNq3JQkSf4HfZ9WYr9LPe3t6PP/64oqIiNTX1jjvuuPrqq5955plDhw5lZmY+9dRT48aNA4Cnn35aoVCsW7eutbX10UcfnT9//u7du2+66San01lcXFxdXT1+/Pjbb78d+kdQcLoryyjLwwBApJy6pLScsjwk9PE4bFqThYg+we+y681WGBCdnZ3r16/v6uqaMGHC8ePH77777i1btnR0dPzsZz+jlD777LMKheKJJ55obW1du3ZtaWnpkSNHvv32W0LIww8//NZbb40fP/7222+H/hEUnO7KMsryMAAQKacuKS2nLA8JfTwOm9ZkIaJP8LvserMV+tmRI0eqq6vz8/O3b9+enp6ekpJy6tSp++6777PPPmtqarLZbCdOnHjnnXcYhvnRj36UnZ29du3ae+65BxEfe+yxWbNmPfHEE2vXrp04ceKdd94J/SMoON2VZZTlYQAgUk5dUlpOWR4S+ngcNq3JQkSf4HfZ9WYr9LO6urp33323urp6zpw5q1atisVi7733ntfrTUlJWbFiRX5+/gcffOD3+xHRaDTOmzdv69atc+bM0el077///lVXXTV16tR3333XaDROnz4d+kdQcLoryyjLwwBApJy6pLScsjwk9PE4bFqThYg+we+y681W6H81NTWff/75mjVrCCHwvXA4rFKp4N9DUHC6K8soy8MAQKScuqS0nLI8JPTxOGxak4WIPsHvsuvNVuh/8vcUCgX8WwoKTndlGWV5GACIlFOXlJZTloeEPh6HTWuyENEn+F12vdkKl72g4HRXllGWhwGASDl1SWk5ZXlI6ONx2LQmCxF9gt9l15utcNkLCk53ZRlleRgAiJRTl5SWU5aHhD4eh01rshDRJ/hddr3ZCv8iKEsoRWHgEMqq4F8hKDjdlWWU5WEAIFJOXVJaTlkeEvp4HDatyUJEn+B32fVmK/yLdNdVNexYR1keBgAi5fhht35IWR7+aUHB6a4soywPAwCRcuqS0nLK8pDQx+OwaU0WIvoEv8uuN1vhXyQoON3b1lJWDQMAkXLqkjs3U5aHf1pQcLoryyjLwwBApJy6pLScsjwk9PE4bFqThYg+we+y681W+BcJCk53ZRlleRgAiJRTl5SWU5aHf1pQcLoryyjLwwBApJy6pLScsjwk9PE4bFqThYg+we+y681W+BcJCk53ZRlleRgAiJRTl5SWU5aHf1pQcLoryyjLwwBApJy6pLScsjwk9PE4bFqThYg+we+y681W+BcJCk53ZRlleRgAiJRTl5SWU5aHf1pQcLoryyjLwwBApJz6/2IPTsCcKNdFUX+VdLr7648CpKARwjwIKgIFCoKooNFmIeNiKCQyLYflhBENakRQQCCCiCgIikwiahjUQgopSEFAHFCxVAZBCHOaKcXUpKun/HX29Tx9r+fZe52tJkXv9dy8b6vRaxwuhIxKsXBQECXOjEcNPeT2BCBNLkW3Hv3sWYcL4QqwLEd2XqvRaxwuhJRdim49+tmzDhfCFWBZjuy8VqPXOFwIGZVi4aAgSpwZjxp6yO0JQJokDm09uf45hwvhCrAsLjuv8fDVDhdCyi5Ftx797FmHC+EKsCxHdl6r0WscLoSMSrFwUBAlzoxHDT3k9gQgTXZ8u3l68KncXAT7WYxhHi14S8nNRUjZpejWo58963AhXAGW5cjOazV6jcOFkFEpFg4KosSZ8aihh9yeAKTJ2i3akLFPECLYjzFWnWivspEQIWWXoluPfvasw4VwBViWIzuv1eg1DhdCRqVYOCiIEmfGo4YecnsCkCZKRPP6fYQI9mOM8US6rBIipOxSdOvRz551uBCuAMtyZOe1Gr3G4ULIqBQLBwVR4sx41NBDbk8A0kSJaF6/jxDBfowxnkiXVUKElF2Kbj2+7lnOhXAFWJYjO++aUWscLoSMSrFwUBAlzoxHDT3k9gQgTZSI5vX7CBHsxxjjiXRZJURI2fmDWw98+ozDhXAFWJYzO6/dgx87XAgZlWLhoCBKnBmPGnrI7QlAmigRzev3ESLYjzHGE+mySoiQsg1btdHPPkmIYD/GWDWir9dsIETIqBQLBwVR4sx41NBDbk8A0kSJaF6/jxDBfowxnkiXVUKElCkR7d6nfdUQwX6MMZ7ox7UqIUJGpVg4KIgSZ8ajhh5yewKQJkpE8/p9hAj2Y4zxRLqsEiKkTIloXr+PEMF+jDGeSJdVQoSMSrFwUBAlzoxHDT3k9gQgTZSI5vX7CBHsxxjjiXRZJURImRLRvH4fIYL9GGM8kS6rhAgZlWLhoCBKnBmPGnrI7QlAmigRzev3ESLYjzHGE+mySoiQMiWief0+QgT7McZ4Il1WCREyKsXCQUGUODMeNfSQ2xOANFEimtfvI0SwH2OMJ9JllRAhZUpE8/p9hAj2Y4zxRLqsEiJkVIqFg4IocWY8aughtycAaaJENK/fR4hgP8YYT6TLKiFCypSI5vX7CBHsxxjjiXRZJUTIqBQLBwVR4sx41NBDbk8A0kSJaF6/jxDBfowxnkiXVUKElCkRzev3ESLYjzHGE+mySoiQUSkWDgqixJnxqKGH3J4ApIkS0bx+HyGC/RhjPJEuq4QIKVMimtfvI0SwH2OMJ9JllRAho1IsHBREiTPjUUMPuT0BSBMlonn9PkIE+zHGeCJdVgkRUqZENK/fR4hgP8YYT6TLKiFCRqVYOCiIEmfGo4YecnsCkCZKRPP6fYQI9mOM8US6rBIipEyJaF6/jxDBfowxnkiXVUKEjEqxcFAQJc6MRw095PYEIE2UiOb1+wgR7McY44l0WSVESJkS0bx+HyGC/RhjPJEuq4QIGZVi4aAgSpwZjxp6yO0JQJooEc3r9xEi2I8xxhPpskqIkDIlonn9PkIE+zHGeCJdVgkRMirFwkFBlDgzHjX0kNsTgDRRIprX7yNEsB9jjCfSZZUQIWVKRPP6fYQI9mOM8US6rBIiZFSKhYOCKHFmPGroIbcnAGmiRDSv30eIYD/GGE+kyyohQsqUiOb1+wgR7McY44l0WSVEyKgUCwcFUeLMeNTQQ25PANJEiWhev48QwX6MMZ5Il1VChJQpEc3r9xEi2I8xxhPpHtHfhAAAIABJREFUskqIkFEpFg4KosSZ8aihh9yeAKSJEtG8fh8hgv0YYzyRLquECClTIprX7yNEsB9jjCfSZZUQIaNSLBwURIkz41FDD7k9AUgTJaJ5/T5CBPsxxngiXVYJEVKmRDSv30eIYD/GGE+kyyohQkalWDgoiBJnxqOGHnJ7ApAmSkTz+n2ECPZjjPFEuqwSIqRMiWhev48QwX6MMZ5Il1VChIxKsXBQECXOjEcNPeT2BCBNlIjm9fsIEezHGOOJdFklREiZEtG8fh8hgv0YYzyRLquECBmVYuGgIEqcGY8aesjtCUCaKBHN6/cRItiPMcYT6bJKiJAyJaJ5/T5CBPsxxngiXVYJETIqxcJBQZQ4Mx419JDbE4A0USKa1+8jRLAfY4wn0mWVECFlSkTz+n2ECPZjjPFEuqwSImRUioWDgihxZjxq6CG3JwBpokQ0r99HiGA/xhhPpMsqIULKlIjm9fsIEezHGOOJdFklRMioFAsHBVHizHjU0ENuTwDSRIloXr+PEMF+jDGeSJdVQoSUKRHN6/cRItiPMcYT6bJKiJBRKRYOCqLEmfGooYfcngCkiRLRvH4fIYL9GGM8kS6rhAgpUyKa1+8jRLAfY4wn0mWVECGjUiwcFESJM+NRQw+5PQFIEyWief0+QgT7McZ4Il1WCRFSpkQ0r99HiGA/xhhPpMsqIUJGpVg4KIgSZ8ajhh5yewKQJkpE8/p9hAj2Y4zxRLqsEiKkTIloXr+PEMF+jDGeSJdVQoSMSrFwUBAlzoxHDT3k9gQgTZSI5vX7CBHsxxjjiXRZJURImRLRvH4fIYL9GGM8kS6rhAgZlWLhoCBKnBmPGnrI7QlAmigRzev3ESLYjzHGE+mySoiQMiWief0+QgT7McZ4Il1WCREyKsXCQUGUODMeNfSQ2xOANFEimtfvI0SwH2OMJ9JllRAhZUpE8/p9hAj2Y4zxRLqsEiJkVIqFg4IocWY8aughtycAaaJENK/fR4hgP8YYT6TLKiFCypSI5vX7CBHsxxjjiXRZJUTIqBQLBwVR4sx41NBDbk8A0kSJaF6/jxDBfowxnkiXVUKElCkRzev3ESLYjzHGE+mySoiQUSkWDgqixJnxqKGH3J4ApIkS0bx+HyGC/RhjPJEuq4QIKVMimtfvI0SwH2OMJ9JllRAho1IsHBREiTPjUUMPuT0BSBMlonn9PkIE+zHGeCJdVgkRUqZENK/fR4hgP8YYT6TLKiFCRqVYOCiIEmfGo4YecnsCkCZKRPP6fYQI9mOM8US6rBIipEyJaF6/jxDBfowxnkiXVUKEjEqxcFAQJc6MRw095PYEIE2UiOb1+wgR7McY44l0WSVESJkS0bx+HyGC/RhjPJEuq4QIGZVi4aAgSpwZjxp6yO0JQJooEc3r9xEi2I8xxhPpskqIkDIlonn9PkIE+zHGeCJdVgkRMirFwkFBlDgzHjX0kNsTgDRRIprX7yNEsB9jjCfSZZUQIWVKRPP6fYQI9mOM8US6rBIiZFSKhYOCKHFmPGroIbcnAGmiRDSv30eIYD/GGE+kyyohQsqUiOb1+wgR7McY44l0WSVEyKgUCwcFUeLMeNTQQ25PANJEiWhev48QwX6MMZ5Il1VChJQpEc3r9xEi2I8xxhPpskqIkFEpFg4KosSZ8aihh9yeAKSJEtG8fh8hgv0YYzyRLquECClTIprX7yNEsB9jjCfSZZUQIaNSLBwURIkz41FDD7k9AUgTJaJ5/T5CBPsxxngiXVYJEVKmRDSv30eIYD/GGE+kyyohQkalWDgoiBJnxqOGHnJ7ApAmSkTz+n2ECPZjjPFEuqwSIqRMiWhev48QwX6MMZ5Il1VChIxKsXBQECXOjEcNPeT2BCBNlIjm9fsIEezHGOOJdFklREiZEtG8fh8hgv0YYzyRLquECBmVYuGgIEqcGY8aesjtCUCaKBHN6/cRItiPMcYT6bJKiJAyJaJ5/T5CBPsxxngiXVYJETIqxcJBQZQ4Mx419JDbE4A0USKa1+8jRLAfY4wn0mWVECFlSkTz+n2ECPZjjPFEuqwSImRUioWDgihxZjxq6CG3JwBpokQ0r99HiGA/xhhPpMsqIULKlIjm9fsIEezHGOOJdFklRMioFAsHBVHizHjU0ENuTwDSRIloXr+PEMF+jDGeSJdVQoSUKRHN6/cRItiPMcYT6bJKiJBRKRYOCqLEmfGooYfcngCkiRLRvH4fIYL9GGM8kS6rhAgpUyKa1+8jRLAfY4wn0mWVECGjUiwcFESJM+NRQw+5PQFIEyWief0+QgT7McZ4Il1WCRFSpkQ0r99HiGA/xhhPpMsqIYJtEonE3r1727Rpg4jw7yAWDgqixJnxqKGH3J4ApIkS0bx+HyGC/RhjPJEuq4QIKVMimtfvI0SwH2OMJ9JllRDBNl999dU777wzadKkxo0bw7+DWDgoiBJnxqOGHnJ7ApAmSkTz+n2ECPZjjPFEuqwSIqRMiWhev48QwX6MMZ5Il1VCBBuYprly5UpVVQ3DaNOmzWOPPdasWTP4Hy8WDgqixJnxqKGH3J4ApIkS0bx+HyGC/RhjPJEuq4QIKVMimtfvI0SwH2OMJ9JllRDBBpFIZMqUKQMHDuzSpctPP/3UuXPna6+99tdff1VVtUuXLjfeeOO2bdvC4bDD4XA6nS1btrzzzjtXrVplWdbgwYPz8/OTyeSnn3564MCBAQMGtGrVCq6UWDgoiBJnxqOGHnJ7ApAmSkTz+n2ECPZjjPFEuqwSIqRMiWhev48QwX6MMZ5Il1VCBBusX78+GAwOHz78vvvuQ0QA2LNnz1tvvfXLL7889NBDQ4cO3bVr1w8//GBZ1rp161q1ajVs2LAJEyYUFRU9+OCDQ4YMiUajzz333Llz58aOHdu7d2+4UmLhoCBKnBmPGnrI7QlAmigRzev3ESLYjzHGE+mySoiQMiWief0+QgT7McZ4Il1WCRFscPr06ddff3379u1XX311//79+/TpU1paGo/HZ86cWVBQIEkS/CYajQYCgX/+85+NGzeeMmVKvXr1ysvLp0+f/tFHH3333XeJRGLAgAF9+vSBKyUWDgqixJnxqKGH3J4ApIkS0bx+HyGC/RhjPJEuq4QIKVMimtfvI0SwH2OMJ9JllRDBHkVFRTt27Pjss8927tz54IMPjhw58vLly2PGjOnZs6ckSfCbN954Y9euXbNmzTp9+vTUqVN79uypquqoUaPWrl3btm3bHTt29OzZs2/fvnClxMJBQZQ4Mx419JDbE4A0USKa1+8jRLAfY4wn0mWVECFlSkTz+n2ECPZjjPFEuqwSItigqKiIiBwOR2Fh4T//+c8OHTpMmjSpuLj48ccf79Wr16BBgwDgyJEjzz33XJ8+fbxe7759+6ZOnfr444+vW7fu2LFjiDhmzJg333yzV69effv2hSslFg4KosSZ8aihh9yeAKSJEtG8fh8hgv0YYzyRLquECClTIprX7yNEsB9jjCfSZZUQwQarV6/+5ptvWrZseeTIkR9//HHMmDFdunT58ssvFy5c2K5du2HDhrVq1WrhwoUbNmx488033W73nj17XnrppRdffPHXX3+dNm3a0KFDR40a5ff7+/XrN2DAALhSYuGgIEqcGY8aesjtCUCaKBHN6/cRItiPMcYT6bJKiJAyJaJ5/T5CBPsxxngiXVYJEWxw6NChVatWbd68uX379n379r3lllv279+/evXqsrIyy7JuuummgoKC9957r1atWn//+98BoLCw8JNPPhkwYIDD4Xj//fd79uzZvHnzFStWdOzYURRFuFJi4aAgSpwZjxp6yO0JQJooEc3r9xEi2I8xxhPpskqIkDIlonn9PkIE+zHGeCJdVgkR7FFYWPjyyy8/88wzTZo0gX8TsXBQECXOjEcNPeT2BCBNlIjm9fsIEezHGOOJdFklREiZEtG8fh8hgv0YYzyRLquECPYoKSkpLCxs0KBBdnY2/JuIhYOCKHFmPGroIbcnAGmiRDSv30eIYD/GGE+kyyohQsqUiOb1+wgR7McY44l0WSVEyKgUCwcFUeLMeNTQQ25PANJEiWhev48QwX6MMZ5Il1VChJQpEc3r9xEi2I8xxhPpskqIkFEpFg4KosSZ8aihh9yeAKSJEtG8fh8hgv0YYzyRLquECClTIprX7yNEsB9jjCfSZZUQIR2sZFlsy6tWRSkAB/ayuKwcdw8/58yGdIuFg4IocWY8aughtycAaaJENK/fR4hgP8YYT6TLKiFCypSI5vX7CBHsxxjjiXRZJURIB1Zu/rLwHlZaDA4ObMUsR07etQ8qDhdCusXCQUGUODMeNfSQ2xOANFEimtfvI0SwH2OMJ9JllRAhZUpE8/p9hAj2Y4zxRLqsEiKkAys39y8ZyMqKgePAVpblyM5rNXqNw4WQbrFwUBAlzoxHDT3k9gQgTZSI5vX7CBHsxxjjiXRZJURImRLRvH4fIYL9GGM8kS6rhAjpwMrN/UsGsrJi4DiwlWU5svNajV7jcCGkWywcFESJM+NRQw+5PQFIEyWief0+QgT7McZ4Il1WCRFSpkQ0r99HiGA/xhhPpMsqIUI6sHLzyPJBVlkxcBzYyrK47Lwmw1c7XAjpFgsHBVHizHjU0ENuTwDSRIloXr+PEMF+jDGeSJdVQoSUKRHN6/cRItiPMcYT6bJKiJAO5WXmey/3Kyst5jgO7GRZVnZO3ogXZFc2QrrFwkFBlDgzHjX0kNsTgDRRIprX7yNEsB9jjCfSZZUQIWVKRPP6fYQI9mOM8US6rBIipEPCNK+95+5LiYTD4QA7McaqE/2ibCRESLdYOCiIEmfGo4YecnsCkCZKRPP6fYQI9mOM8US6rBIipEyJaF6/jxDBfowxnkiXVUKEdEiYptivoCiRcDgcYCfGGE+kyyohQrrFwkFBlDgzHjX0kNsTgDRRIprX7yNEsB9jjCfSZZUQIWVKRPP6fYQI9mOM8US6rBIipEPCNMV+BUWJhMPhADsxxngiXVYJEdItFg4KosSZ8aihh9yeAKSJEtG8fh8hgv0YYzyRLquECClTIprX7yNEsB9jjCfSZZUQIR0Spin2KyhKJBwOB9iJMcYT6bJKiJBusXBQECXOjEcNPeT2BCBNlIjm9fsIEezHGOOJdFklREiZEtG8fh8hgv0YYzyRLquECOmQME2xX0FRIuFwOMBOjDGeSJdVQoR0i4WDgihxZjxq6CG3JwBpokQ0r99HiGA/xhhPpMsqIULKlIjm9fsIEezHGOOJdFklREiHhGmK/QqKEgmHwwF2YozxRLqsEiKkWywcFESJM+NRQw+5PQFIEyWief0+QgT7McZ4Il1WCRFSpkQ0r99HiGA/xhhPpMsqIUI6JExT7FdQlEg4HA6wE2OMJ9JllRAh3WLhoCBKnBmPGnrI7QlAmigRzev3ESLYjzHGE+mySoiQMiWief0+QgT7McZ4Il1WCRHSIWGaYr+CokTC4XCAnRhjPJEuq4QI6RYLBwVR4sx41NBDbk8A0kSJaF6/jxDBfowxnkiXVUKElCkRzev3ESLYjzHGE+mySoiQDgnTFPsVFCUSDocD7MQY44l0WSVESLdYOCiIEmfGo4YecnsCkCZKRPP6fYQI9mOM8US6rBIipEyJaF6/jxDBfowxnkiXVUKEdEiYptivoCiRcDgcYCfGGE+kyyohQrrFwkFBlDgzHjX0kNsTgDRRIprX7yNEsB9jjCfSZZUQIWVKRPP6fYQI9mOM8US6rBIipEPCNMV+BUWJhMPhADsxxngiXVYJEdItFg4KosSZ8aihh9yeAKSJEtG8fh8hgv0YYzyRLquECClTIprX7yNEsB9jjCfSZZUQIR0Spin2KyhKJBwOB9iJMcYT6bJKiJBusXBQECXOjEcNPeT2BCBN1m0JD3nyMUIE+zHGqlejPeu35OXmQsrWbQkPefIxQgT7McaqV6M967fk5eZCOhSXlFzfq8elywmHwwF2YoxVr0Z71m/Jy82FdIuFg4IocWY8aughtycAf0AymSwtLeU4Dv4FDrjtO7998c3ZuTk5YD/LYnm5+N6M1zE3F1L2tb5z8rw5uTk5YD/LsvJycxdNn4XZ2cBxkCLLMsvK7g88XVxSwnEc2MmyrLzc3EXTZ2F2NnAc/F/l5OQ4HA74w2LhoCBKnBmPGnrI7QnAH1BWVnbx4kX41ziOKysvLzaLgePgiuCAq16tGgdgQUpcWa6DRw+rX25zZWWB/SzLcmW57r2nr8vlsiwLUsNxXHl5+YfK2vKKco7jwE6WZbmyXPfe09flclmWBf8ax3E1atRwuVzwh8XCQUGUODMeNfSQ2xOA/99LJpOl5eUcXCkc5GbncBwH6WBZVklZKVhwJXCQm53DcRykWywcFESJM+NRQw+5PQHIyKhqsXBQECXOjEcNPeT2BCAjo6rFwkFBlDgzHjX0kNsTgIyMqhYLBwVR4sx41NBDbk8AMjKqWiwcFESJM+NRQw+5PQHIyKhqsXBQECXOjEcNPeT2BCAjo6rFwkFBlDgzHjX0kNsTgIyMqhYLBwVR4sx41NBDbk8ArgALvvnph69//MHldBbc2r1lk6YnTp36bEv4wqWL3Tt36dK+g75397bvvwVm3dm1W5trWgFAUSKxVttIedTr9h7ZLhdUnR9/2fPFdzuSFruzyy03XHPt2XPGZ5vDJ+Nnu4odb7up84HDh7Wvt5eWld56U+ebbmi39btv9h+KWhbkZGf/7fYedYXaUHWOnSzcuH1rx+vbitddDwC/Hjm0+esvjYsXWjZuWtDtNp6qbd/53Y6f9BrV+J6392hUr36xaW78ctvegwfq59cdWNCLJ4IrJRYOCqLEmfGooYfcngDYL3b6VME/7itKXIYka3NNq/lTghNef1X9citm5xLi7BdeenHOrOOnTjosq2mDRqvmvlOnVq0lH6968uUXO7dp995rb1xduw5UkcvFxT2GDzkVP+sAaOpuuHTm7NeXvvvBOrl6XjUO4PUJk19f+u7e6AGX01m/Tt2lM2dPenP2xu1b8zAvNyfnvRmvd24nQhUJf/nF87NnHD5y5IlR/5jw+Ngff9nzyMTAsZMnecorSiQG3NXz3t79Rj33VFl5RbKi/J7ud8x4bsJri995d9VH+ULtktKSlXPm33BNa7hSYuGgIEqcGY8aesjtCYD9ihKXN335RY/OXVes/Xje+8seGz5q1sIFL/mevr3TzZ4RQ719B4jXt+l2Y2clok2cPXPV3LebuBvePXrYscJYN/HGt6fNqFcnH6pIWVnZuoh2242dN2zfOnnOrIeGDV+88oORA6X7Bw+9/d6BPW7u6rnl1s7tOuz4SfdNemHm+InrtoRPn43PCkxo3qgJ5uZC1Zn3/rJPwhuOHj02cpD0wmNPPDFpgrp924dz5l3brMWb7y1++4PlE8aMza9du3unLuNeefmHXT9P9D39+KQXBtzV85Fhw6+qUeOq6jU4joMrJRYOCqLEmfGooYfcngBcQY+8+Py3P+mjB0mvL3n343kLr7+mVacBvbqIHee+NBUAxr/2Smj9um0frJ77/tLtO7/LcjjQlbts1pzaV10FVW3inFc/3vD5o/eNfHXh/IXTZ97ZpVvPUV7MzflkwWIAeG3xwjeWLVrz1sLXl74b/nJ7s0aNuogd/f946Oo6+VBFKpIV+6IHR/mf7Hd3zxcef7LLwD7XNGn63qw3AGDHT/qIp8b8c9iIp+5/qKS0ZNjYMRUsObCg15Q3Z9e86qq83NzWzVpMe+qZ2lfVgislFg4KosSZ8aihh9yeAFwpi1d/9MLsV6c+9Qzm5Lwwe+Ynb717fctrbh7Y+6a24rxJU9eo68dMmfj0Px667cbOg30P9+jctbjEPHLsWPDZ53t07gpV6pNNGx6b9MLTox+8rmWrh8c/s3Tm6z1u7tr7gRFZTuenby/Rvt4++rmnBxfcM+v5iZ9v3fLLwQPHThWuVtY++/DjY0b8A6rO3oO/3jd2zN979nrhMV+HPgU33tD27akzOI779id95NO+B+71Pn3/P6fMm/PWB++9PSVYXl7+zPQpd9/eoybPf7j2E/+Djzw+fDRcKbFwUBAlzoxHDT3k9gTgivhg3afPzpzW7467g+MCkR3fPDrhuXmTp3cRO9w8qO8DQ+69oVXrxydP7NbxxjcnTFm/dfPYaZMwN9diVhZAh7btPnr9LafTCVVk/dbNj0+e0KVdh3kvTf1p395R454c/9gTw/oO6DKo751duvW96+5HJj7foknTd19+pXatWmXl5ZiTa1w43+nv99zbu//LTz0DVefHX/aMHje23909X3riqSGP//PIiWPywmV1atVatCo08523Frz8yoEjh158c/Yj99434bEnta++eCAwbunM2Y3rNxzw8OgBBb0mP+mHKyUWDgqixJnxqKGH3J4A2G/3gf19/jn6UlHR9S2vqUbUu4dn1brPLly+VKN6jcLTJ1/yPT1t/tyTZ063ata8GuYN7tW7q9gRgHth9oxDx44snPZqp7btoYqcOHXSM2Lo2fPnWzVtxler9rfbum/d8fWBo4fr16336+FD0/zPzl70zuHjx5s0alTnqlqtmjXXf9lTq0YN4/yF4ydj8ydP73lrd6giHylr5yxbdOTYMb569dF/H9KqWfNx0yfVqlmr3tV1f967lxBHDZLmvrekpLysVdNmhHljRoyeNn9ueXkZVat2LHZi+cw5XcSOcKXEwkFBlDgzHjX0kNsTAPudOHVywYfvmyVmBUuCBcP7/d0CWLJmZUlpiXRP347X3TD3/aVFxYnkf2BsgKfgji63AMDqDcqxwthj943Kyc6GKnLu4sU3li0qKk4kk8mKZHJgwd/ya9V+Z+WK8xcv9vf0vLPLLXOXLzl38ULSYhUVrKvYIcnYxu3bcnNyBtxVcNctt7mysqCKfL5ti7J1c15ObklZ2fXNW44eOGTzjq/WapvMkpI6tWpt+earw7ETd958S2N3g9LyUg64R70jL1y8uPjjUEWS9ffc3bv7nXAFxcJBQZQ4Mx419JDbE4CqY1kWx3Hwb4hZloPj4L/CLIsDjuPgfyZmWQ6OO3j0yCebNgws+Fuzho3h/2RZFsdxcGXFwkFBlDgzHjX0kNsTgIyMqhYLBwVR4sx41NBDbk8AMjKqWiwcFESJM+NRQw+5PQHIyKhqsXBQECXOjEcNPeT2BCAjo6rFwkFBlDgzHjX0kNsTgIyMqhYLBwVR4sx41NBDbk8AMjKqWiwcFESJM+NRQw+5PQHIyKhqsXBQECXOjEcNPeT2BCAjo6rFwkFBlDgzHjX0kNsTgIyMqhYLBwVR4sx41NBDbk8AMjKqWiwcFESJM+NRQw+5PQHIyKhqsXBQECXOjEcNPeT2BCAjo6rFwkFBlDgzHjX0kNsTgIyMqhYLBwVR4sx41NBDbk8AMjKqWiwcFESJM+NRQw+5PQHIyKhqsXBQECXOjEcNPeT2BCAjo6rFwkFBlDgzHjX0kNsTgIyMqhYLBwVR4sx41NBDbk8AMjKqWiwcFESJM+NRQw+5PQHIyKhqsXBQECXOjEcNPeT2BCAjo6rFwkFBlDgzHjX0kNsTgIyMqhYLBwVR4sx41NBDbk8AMjKqWiwcFESJM+NRQw+5PQH4TyzLAgCO4yBll4vOnz17vF695rlI8O/CsixWwTmcwDmgksWSYDHO6YJKVrIcOAfncIINLFYBFnDOLPgdK1kOnINzOOE3lsWAJTmnC/4/Fljw/+A4SAMLgIPfsawkMMY5nMA5oJLFkmAxzumC37GS5cBxnCML/phYOCiIEmfGo4YecnsC8DuWxb79Wjn0q25ZDPP4lq1van19l6wsF/xV3+/YEP588dDhLzRp3hb+57OsoqPfnNv9Wdmlwuwa7trtJXK3BYtdjG6L/7SGlRTxzW6p02FoedGZuL6q5Ox+R26NWm361GhxO+fIAoDyy2fiP3yULEsI7QZhnZbwlyRLLsV/+vjy0W8slqzWuHMdUXLm8uUJI/7DR5eP7XBirTodJGrQ4cL+jRf2h5Mll7Bu6/yO3uyaDRInd5/7+ROropRZLKdG/fwbhzuxBvwl5Zfj53bLrLw0v9NIZw4BACs3z+/bdOnglopEPIvPv6rV3TVa3mGxinN71l08sMWqKKEGHWqLkqtandILx8/+8GFx4R5nNtbt8mC1hh3hD4iFg4IocWY8aughtycAv1NRUfbB0smxY/s7dLr7xLH9J47tG3xf4Lo2t1iWVVFRxnFcVlY2VCovL+MAnFkujuMAoLy81OFwOJ0u+E0yWQGWpe8Mb1QW3jvixaYt2sHvVJSXWWC5XDnwG8tiHOdg/yFZkeXKht9YlsVxHFxBLFke017hOM5i7ML+TXn12zbp+0qpceSo8nxurSZOEi79uiW/y4MArPjknmw+/8K+jZwrt0nfmVinBQCc+nLBWf0jDriGBRNqtLwD/pJETD/1zeK8/NaXj39fcvbX+j38QtsBhVvnXPjl8xqt7krEfrRYsn73sYa+KrtG/dILx4oOfy20G+i+w39+jxLbOpvc7TlHVnb1+vmdRmZhDfjzik/vO7l1TvGp3Tk1GjQbNDeLBMtKntmx9Mz3y6s1vCmvTsui49+XnD1Qv8dTefnXnfxyXk6tpubpXxIn9Lq3/LP2DQOObnipImHUESXLYrl1WubVbQ1/QCwcFESJM+NRQw+5PQH4nYqKso+WTTGLLz84ZvbBX39YsXhiQZ8HW7a6caOy6GRh1ME52t/o6dZ9CID1xZZVP+0MW5Z1u2dY85btw58vOxz9KY+q39pDatPu1v2/fLdZfS9ZUc5Xr3WyMDp0+AtNW7SD3yQSl7ZpH+7f8w2zWItWHe8sGJHlyt6oLKpWvdaRg7uMeKxT13tuuX3QmdPHtmkfduz8txbXdIAriFWUOLJyyy+fOfzJWLCspn+fc27v+rgeaj5obnanst28AAAgAElEQVT1etGVDzuxZuNeU505ZFnJY+snXD72feM+r1Rr2CFxcncsPD3v6usvHfna3ePpGi26w19isQrLshxOl/HzJ4VbXq3TaXTt9oMOhh6metc3LJhwft+mmBas3+Ppq1rdxTldiZh+ZO2z5O7QuM+0C79sOPPd8uaD52fl1YQUJGI/mmd+TRT+XBo/1GzQ3CyqVRKPHpb9eXWvbVgwweHCsstnjnwy1uHKa9LvVUc2OpzZFw9uO6aMr9V2QLWGHWPajIY9J/KNO8OfEQsHBVHizHjU0ENuTwB+p6KibOXyaYcP7WreUjx7+qgzy+UdPenMqaPHj/3SuGmbXfqW3T9te+Dx1yrKy5cseOamm3s1anq9Kzvn5x8ix4/9UnDPA3t3bT96ZG//wU9+Li8oryhr0+62n3/YXJwo8v5jUtPmbQHAstim9Uu++3rdnT1HJSvKNXVZ19v+3uXW/u/Mfar48kXxprtOHNtvxAv/8cgMs7ho9QeveHqOan+jB664omPfHVPG881ubeB5tnDza5dP7Gw+ZEFWXq2j8rjyYqPZwDedOdVKL8SOrh3nyM5r3OeVrJxqxzZOdWYj36TrCe2VBp7najS/DVJgWVYsPP3Cr1rjPkEXX/fQqkdqtel3ddeHErEfj8jj6na5v7Y4FADiP646ue3Nq295uE7HYed2f1a4bQ7fpEt2tfzqLbpT/RsgBcfVl4tP7Wk+aF4W1bp4cOuJjVPyuzxURxwC/8GyjqlTEsd/aC69lV29PgCc+nLB2R8+anjX8+Xm+TPfLK7WqBMrT7iq1aktDs0VmsIfEAsHBVHizHjU0ENuTwB+p6KibOXyaUcP77nm2k6XL184ceyXrrf+/ZbbB54qPBQ/G4se+OGXPV8Nv39K9Rp1lswfh1TjtjukevWbL1/0Qh5Vbyv2KDxxcPfP2zp37btzx+d39hxxc7f+32yXNXXZsJEvNm3RDgCKE5eWvvMczwvDH5hSUVG+9O3nOI7rP3js8kUvNGjcetC9z+78dsPnaxdIwye0uKZDMlnudGZxnAOurNILhcc+n8DKzSa9p+XUanJcnVx8ak/zwfOdWPPoZ4HyolPNBr/FAXdCe6Xo2LcN736hetNbLv66+eRXCxp4AhXF52PajPrdfVe17gkcB3+RdW7X2sJtb9RqO6Bet8dK49FDHz8htBtY9+b7E4U/H5H9+Z1H1+lw7+UTPxzf8BLWuaZBwcSs3OrFJ3ef36daFaWXYz9ZybJGPV8kd3v4SyyLndg4tfjU3uaD5mVRrQu/aic2Tat32xjhhv7wm+Obpl0+sqPZkPk5Nepf+HVzbPOMGs1vrd/9qfgPH5357r2are528fnGj6urNe7UsGAi53DCfycWDgqixJnxqKGH3J4A/E5FRdlHy6aYxZcfHDObWezduU+Vl5dde/3NP3yrNmnetry87OD+74aNfql5yw7Hjuz5atvH+/d+2/r6m48d3svXqNXimg4AQPxV2a4c5dP59wx4rGOngp07PleVd+8dMbFpi3YAUHTp3NK3n6ud3+DekROTyeR7C59PsmT/wU++v2hCk+bt+w/26d+H18tvDblvfMtWHaEqlBWdLtRmlBWdbnDX83lXXwcAsS2zLh7c2nLou1l8/qFVj3AOV+N7Xj69Y8nFA5vrdXusZuu7AeDkF3ONnz/OFZqzskTZpVPZVzVsVDAxt3Zz+Esu/Lrp5NY3q7fsXv82H+dwll44EV35SM1Wnvq3+4qOfnNMmVC/hz9XaHpcneLi6zS4a7yLBPidC/u14+qkerc+XlscAn/V8Y1Ti0/uaSG97czlLx///ui652u16Vfv1scAgJWXHPrkSau8pNngt4pP/xLbNC2v3vUNPM87XLlnvlt+9ocPWwx5O+eqhofXjksmjKYD5zqz8+C/EwsHBVHizHjU0ENuTwB+p6Ki7KNlU4x44d/6PWyal9W1b7sbtUomk+fPnRwojduza/vXX3wy4sGptYT6Z84cq1FdWLvmjdKShDPL5XA4+w7yuVw5JeZljnMsf/cFd8NrOnfts23LysLYgeH3T2navB0AVJSXrXx/+snCg38fOq60tPjTla+1FXvcdof0zptjm7ZoP2DI2B++27hefuvekS9Wr1E7smlFx04FzVqKcKWwZNmJTdMu7g8L7QZWa9jBsoDq33Dp0JeFkdn5nUa6qtUp3PaG0G6g05V36ssFfLNbrmpdYIGFQvOK4nOXT+gArPT88UvRL6q37F7vlkdc1erAn1dcuPvIuuec2Xl1bhrhzKasvFo5QtOj656rMC/W7/b4+X2qeXJXvR5Pn/12aYlxJL/TiOyaDTlnNtW/wTz9C0uWOVx55/cqlw5saVAwoUaL7vDnVZgXS88fPfPt0hLjiLvH03l1WwPnOLouUHaxsG7XB3NquC8d/urcz5/md3mAb3rz0bXPsbJEnRtHuPh8ZzaVl5wv1GbmdxpN7vbH1Ul5dVs3uHsC53DCfycWDgqixJnxqKGH3J4A/E4yWbF29ZxdP23LyUEH53A3anXX30YXxg5+Ls/PQapWrVZx4uIA6SmXKyf0/jSLWeUVpd093ho1hPXygiRLOp1ZNWvmD5Ce+uHbjdu3rMxyZddr0OJy0fl+g3yNmlwPvzl6ZM/a1XNKzIRlWfl1G/UfMjYnN2/pgucaN7uhV7+Hd/+0TV23cLA3wFhy5fvTPH8b3eGmu+FKSZZcOvLZcyXxKFjMSpZxWbkNe75E9duc0GYWHf6K4yDP3b5+97Fnd354cZ8KHGclKyxWUbfLg/k3DYffXD6hn9g0zX3HOL5xJ/hLLuzfVBiZDVaSJcutirJqjTo16v1y4vgPhVtfT5Zc5BzZdW/+R169G46uf4GVXLSSFSxZnl3D3bjP9Av7VOOnNZwjy7KY0HZAnRuHO7Pz4M+7dOjLk9vmsDLTgiTnzK3b5YFa1/VKxH4s3PZm2bmjnCvHSpZbLJnfaVSu0Kxwy6usrNhiFSxZnlunZcOeL8a/X3HpyNeOrGwX1a7ffSzmt4I/IBYOCqLEmfGooYfcngD8nyoqylmywrIszuFwuXI4jgOAc0ahWXy5Tt3GDo5zOrM4h6Po0rlzRmGNmnVqXlUXAMziorNnjjscztr5DXJzybKs+JnjAFCrtpuxZFZWFsc5oFJpSeLsmePOLFd+fiNnlssCq6K8zME5nFkuxpLJivIsVzYAV1FR5nS6HA4HXDkWqygDi0ElzpnNOZxWsqL03GHLsnJqNXFkZVvJcotVQCXO6eIcWfAby2JWRRmX5eI4J/wlFktayTL4f3EOR1YOAFQUnyu9WOii2tnVrwYAVl4CYMH/xnEOZ47FkmWXCpMlF118XVe1fPirLFbBKko54IDjLIs5nNmc0wUArKK07MKJZLmZXS3/3N51cT1Uvekt9buP5RxZ8L9xnCMr12LJknOHrYryXKGpw5ULf0wsHBREiTPjUUMPuT0ByMj4syzr8okfKsyLNVrczjmckLJYOCiIEmfGo4YecnsCkJFR1WLhoCBKnBmPGnrI7QkwxpLJ5Pnz5y3LgoyMK6VmzZpZWVlOpxMAYuGgIEqcGY8aesjtCVRUVJSWlh44cIAxBhkZV0rz5s0RMTs7GwBi4aAgSpwZjxp6yO0JQEZGVYuFg4IocWY8aughtycAGRlVLRYOCqLEmfGooYfcngBkZFS1WDgoiBJnxqOGHnJ7ApCRUdVi4aAgSpwZjxp6yO0JQMbvMMYqKiqys7Oh6iSTScaYy+WCqlNeXs5xXFZWFlwRsXBQECXOjEcNPeT2BOD/ijF25swZIuJ5Hv4T0zSPHDnSsGHDatWqQTqUlJRcunQpPz8f/pOLFy/++OOPbdq0EQQBbKNp2qpVq+bPn89xHAAkk0n4jcPh4DgOABhjlmVxHOdwOADAsiyO4+B3LMviOA5SMHfu3OLi4meeeQYALMtijMFvnE4nXCljx47t0aNH37594b9iWdaZM2eqVatGRJAOsXBQECXOjEcNPeT2BOBfW79+/Ztvvnn69Onc3Ny+ffs+++yzHMfB73z99ddPPPHElClTevbsCSn79NNP582bl0gkOnbsOG3aNJ7n4Xe++eabQYMGvfvuuz179gQbMMZWr149c+bM48ePjx8//pFHHlmyZMlHH33EcZzD4ahXr960adO+++67t956K5lMOp3O8ePHcxw3bdq0hg0bTp8+vXbt2slkcs6cOaqqDhky5P7774c/L5FILFy4cO7cuU6nc+bMmffcc08gENi5c6fD4eA4ThTFSZMmJRKJ1157rbCwcNq0aYIgTJ48+fvvvx82bNiIESMA4Ndff504cSJjbPr06c2bN4c/LxaLvf7668uXL2/duvXs2bNFUTRNc9myZRs3bgwEAjfddNO+ffsmTJgQjUarV6/+/PPPt23b9vnnnz99+nQgEOjWrRsAbN68ecaMGddcc83kyZNr1qwJf0AsHBREiTPjUUMPuT0B+BcURRk5cmSnTp0GDx5sGMa+ffvmzp2bm5t74MCBw4cP16hRo3379hcuXFi9enWfPn1q1aoVj8ezsrIOHDjQtGnTJk2awO8cPXp0//791atXF0UxJyfn6NGjeXl5R44cSSaTHTp0yM7OBoCzZ8/eeuut7du3HzNmzJ49ewYPHnzVVVcVFhbu27fP6XSKorh3794BAwYsWrSoV69e58+f//HHH7Ozs0VRzMvLg3T45ptvBgwYMGjQoPbt258+ffrxxx/fuXNnJBLhOO7DDz+0LCsSiSxevHjRokWjRo1yOp1DhgzZtGmTz+fLzs6eP3/+yJEjd+/e3b9//0OHDo0ePXrRokXw5y1ZsuSpp54aP358VlYWIj7wwAOhUGj//v2maS5cuPDWW29dsmTJU089tXHjxqysrM2bN1999dV33333t99+265du02bNgmCMGnSpGAw6HK5NmzY0LVrV/iTLMsaO3bsmjVrXn755WPHjomieM8990yaNGnZsmWFhYWrV6/u06fP9u3b169f36hRo0mTJt1www1Tp07t37//mTNnBg0atGLFCsbY0KFDP/3005YtW6qq2qhRI/gDYuGgIEqcGY8aesjtCcB/paKiYujQoQcOHNiyZUvNmjUBwDTNvLy8nTt3PvXUU5ZlnThx4vHHH/d4PI888sirr77KGHvyySezs7P37t177bXXhkKhRo0awW82b948bty4ioqKixcvSpI0fvz4hx9++Pjx4ydOnLh06VIwGHzwwQcB4NSpU126dGnYsOGCBQuuu+46ADh9+vTDDz8cj8dPnz7do0ePoUOHDh8+fNGiRR07dnzooYcOHz5cVlZ29913v/LKK9nZ2ZCyTZs29e/f/9FHH50wYUL16tWh0okTJ+6666577rln5syZkyZN+uKLL0KhUO3atQFgzpw5b7/9du3ata+++uoPPvhg7ty577//vtPpbNeu3TvvvAN/3uuvv/7MM88sWLBg5MiRTqcTKkUikSFDhsyePXvw4MG7d+9eu3btihUr1q9ff/XVV/fp08fpdJ44cWLGjBkej6egoKBu3bo7d+784IMPunbtCn+SZVkjR45UVTUUCnXv3h0ALMvatWvXnj17nnzyyUWLFvXu3RsALMs6ffp07969r7/+ep/P5/V6W7Vq9csvv3z++efFxcXDhg1r2LDhqVOnPvnkk0aNGsEfEAsHBVHizHjU0ENuTwD+K0VFRd26dbvppptee+21sWPHfvHFF82bN5dluaio6MiRIwDw4osvJhKJSZMmDRkyZPny5QDQp0+fV199tUGDBqNGjXrvvff69u0LABUVFf379y8tLf3444+XLl06derUTz/99JlnnrEsa/78+U888US1atXWrFnjcrkAYOnSpS+99NKZM2ceffTRl156yeFw7Nu3Lysra/ny5atWrZo+ffozzzyzdOnSI0eOjB8/fs6cOfv373/jjTcikUibNm0gZUVFRdOmTVu8eDEAjBs37tFHH83LywOAadOmzZ49W9O0tm3bLliw4PXXXy8vL8/NzZ03b97u3bsXLVokSdLixYsXLVo0efLkzp07f//99w0bNly4cCH8eceOHXv22WcVRWnQoMGUKVMGDBjgcDgqKiruvffegwcPbt68+aqrrgKA1157bd68eRs2bLj66qv/9re/iaJ44sQJQRB69eo1efLkBx54YNasWStWrOjatSv8eTt27Bg3bty333578803z5gxo1OnTgCwdevWQYMGLVmypHfv3uXl5U888cTHH39cVla2aNGiVq1aDRgw4B//+EcoFBo9enRRUdEXX3xx4403rlu3bu3atY0aNYI/IBYOCqLEmfGooYfcngD8V0pLSz0eDyKuW7fu0KFD8+bNk2X54MGD+/btmzBhAgAcOHCgfv36EydOHDZs2NKlSxljo0eP3rBhg8vlKigomDlz5pAhQwCgqKjolltuufPOO2fPnr1t27ZBgwatWLFi2rRpHTp0mDVr1ogRIwzDWLNmTW5uLvzm8OHDM2bMWLRo0erVq7t16zZu3LiTJ09eunTp5MmTkyZNev755xcvXrxt27a5c+feeeedjLFkMvnqq6+2aNEC0mT37t2zZs1as2bN2rVru3fvfvbs2dtvv10Uxffee8/pdCYSCcMwTp8+PWrUqNatW3fu3HnFihXz589/5JFHGjVqdPDgwQULFrzyyiv169d/99134a/avn37888/f/r06Y0bNzZu3Pjbb78tKCgYP3683++H38yePXvevHnhcLhOnTp33XXXHXfc0aBBg9mzZ+fn5zdv3nzYsGH3339/KBTq2rUr/CXFxcUbNmx4+umnb7jhhpUrV+bm5m7btm3gwIHLly/v2bMnABw4cODEiRNTpkw5e/bs1KlTn3766cmTJ2/fvn3Hjh3JZNLr9bpcrnfffVdRlEaNGsEfEAsHBVHizHjU0ENuTwD+hVmzZo0fP37y5Mm9e/devHjxypUrDx06NHHixNWrVy9evPi1114zDGPy5Mn33nvvsmXLGGMjR478/PPPs7Oze/bs+eqrr0qSBADl5eV9+/YtLi5+77333n///YULF3766adjxowRRfGNN9647777zp079/HHH+fm5hYWFn711VfXXnvt9u3bn3766Q8//JDjuBEjRixcuPCnn35atmzZyy+/HAgEli5devDgwcmTJy9cuPC6664rKipq3bp1dnY2pGzXrl2HDx9u3br1ypUrZ8+eLctyt27d5s2bFwgEVq5c2bNnT8bYzz//7HA4Lly48NBDD3Xq1Klt27aLFy/+/PPPZ8+ePWfOnN69ey9fvnzw4MGNGjVatGgR/EmWZW3btq28vLxhw4Yvvvjirl27Nm3alJ//v9qDF6gc9kUB4P/5vvr6VHuj0cluFOKIPMdzIamMRy89PKaOV1FJeaQoU/KMRtLJLqIikZOxPWrvIhpK2JEYj4XjaLyHZGZvUk19fY+7lrXOWnevc7vXtt3z3XXX//f7U0RERGVl5fnz5/v166fX61+8eJGVlXXs2LG8vLyhQ4fOnj3bxcVl2bJl48ePb2hoOHHihI2NzZw5c06cODFx4kTwO2m12rKysu+++06lUoWGhtrZ2RUVFb1//76srCw2Nnbbtm1BQUE8z7e2ttrY2CQkJFRXV2dmZiYmJu7cudPS0tLDw6Nbt241NTVnzpzJzc0tLy+3t7cHn0FgaRQnEVnkJY7BCAp04sOHD8nJyQcPHvz2228/fvw4cuTIc+fOnTlzZvny5T169EAQpHfv3jExMaGhodnZ2Xq9ftmyZcePH1epVHPmzNm6dauvry/4pLy8PDo62tzc/MOHD8uXL1+2bJmfnx+O4ykpKZGRkZIkHTlyRKVSPXv2LCgoqKGhobW11cPDIysr6/Xr1yRJ6nS6rl276nS6mJiYTZs2ZWZmDhkyZMGCBc+ePUNR1N7efv/+/d9++y34w6qqqmJiYiRJ6tKlS3h4eGRkZEdHR1BQkFKpLCws/Oabb/R6fWRk5NmzZzUajY2NTX5+Psdxubm5xcXFd+7cCQkJSUpKioiI8Pf37927d0ZGBvj9cnNzU1NTNRqNtbV1QkKCv79/fX19QECAl5fX9u3bFQpFc3NzWFjY1atXP3782KtXr40bNx4+fHjUqFFJSUnBwcEcx128eLG+vj40NPTQoUNjxowBv5NOp4uLizt58qTBYHB0dExJSRk1atTGjRuPHj0qiiKKonFxcT169FizZo3BYGhubo6NjfX29l64cOHmzZsnT55MEETv3r0Zhtm/f39hYeGJEydsbW3BZxBYGsVJRBZ5iWMwggL/rYaGhufPn3fr1q13795qtRoA8OLFi6amJgcHB6VSaWJi0t7ebmZmBgBob29Xq9UAgLa2NpVKZWJiAv5JkqT6+npbW1s7OzsAgCzLSqVSpVK1t7cbDAa1Wg0++fjx4+PHjy0tLfv3769QKAAAoii+evXKwcFBpVKZmJhoNBozMzOlUtne3v7o0SONRuPg4GBlZQW+khs3bkRGRhYUFDg5OQEA9Hq9LMumpqYqlQp80trayvO8Vqv985//bGlp2dHRodVq1Wo1AECWZbVarVAo2traEAQxMzMDv5/BYCgoKCgqKmIYplu3bgAArVbb1tbWpUsXpVIJADAYDB8/fgQAKBQKrVZrbm6u1+sVCoVKpero6NDpdGq1WqfTtbe3q9VqhUIBfj+dThcTE6PT6TIyMkxMTAAALS0tWq1WqVTqdDqVSqVWq9+8eSMIAoZhtra2BoNBlmWVSmViYtLW1qZQKFQqVUdHh1arVavVCIKAzyCwNIqTiCzyEsdgBAWgf3r//v29e/fGjh1rZmYGjOTly5dv3rwZO3YsMJ579+6ZmpoOHDgQ/LsILI3iJCKLvMQxGEEBCDI2gaVRnERkkZc4BiMoAEHGJrA0ipOILPISx2AEBSDI2ASWRnESkUVe4hiMoAAEGZvA0ihOIrLISxyDERSAIGMTWBrFSUQWeYljMIICEGRsAkujOInIIi9xDEZQAIKMTWBpFCcRWeQljsEICkCQsQksjeIkIou8xDEYQQEIMjaBpVGcRGSRlzgGIygAQcYmsDSKk4gs8hLHYAQFIMjYBJZGcRKRRV7iGIygwFel0+mUSiWAoN9DYGkUJxFZ5CWOwQgKdOLOnTtVVVXt7e0Gg2HChAmTJk0C/5Pq6ur09PSUlJR+/frV19fb29tbWloCCPqfCCyN4iQii7zEMRhBgU4kJSXt2LFj1qxZarXax8cnICBAr9d3dHSYmZkZDAYEQQAAer0e+USv1yMIcvfu3aKiopUrV757927RokWpqalTpkwBACiVSvCJTqdTKpUAgn5LYGkUJxFZ5CWOwQgKdGLDhg0Mw1y5csXa2hoA8OrVq9jY2Dt37ri7uwMANmzYAABYt27dkiVLRo0alZiYOG7cuCFDhmRkZERHR6elpR0+fHjYsGGhoaF1dXVBQUHTp0/PzMwURTExMVGlUgEI+k8ElkZxEpFFXuIYjKBAJzZv3rxz584JEyZ069Zt69atR48ezcnJWbdu3enTp+/du3fjxg29Xj9x4sT09HRvb+/Jkyf7+vpOnDhx/vz5P/3006NHj6Kjo6OiokiSDA8Pd3BwyMjI8PLycnZ23rVrF4IgAIL+E4GlUZxEZJGXOAYjKNCJTZs27d+/PyEhwdra2sXFJSIiQqlUnj59+tixY7GxsdXV1QaDYfLkyWlpaV5eXlOmTPH29p4wYcLChQvLy8tNTU2nTp16+PDhKVOm7N69OzMzc82aNTt27Dhy5IizszOAoN8SWBrFSUQWeYljMIICnUhKSvrhhx9qamq6d++u0+nmzJnz4cOHkpKS3Nzc1NTUK1euIAgyYcKE5ORkNze3GTNmLFiwYPz48QsXLjx79qzBYPDw8Ni3b5+vr++DBw/8/f01Gk3v3r3LysosLS0BBP2WwNIoTiKyyEscgxEU6MTGjRu3bt3q6uqqUqkWLFig1WojIiKcnJwaGxt1Ol11dbWNjc306dPr6+v79u374MGDtWvXjhs3LjAwkGXZHj16uLu7GwwGmqZnzZoVHh5+8ODB5OTkxMREAEH/QmBpFCcRWeQljsEICnTi8ePHt2/f7ujoAAAMHjx40KBBJ06cePv2rSiKR44cqaiocHR0vH379vnz5wcMGICi6J/+9CcrK6u6urrx48d37dqVZdkbN254enqOGDEiOzt7/fr1JSUlzs7OAIL+hcDSKE4isshLHIMRFPidjh49umrVqitXrgwcOBB8Bo1GExgY2NjYWFZW1rVrVwBB/0JgaRQnEVnkJY7BCAr8Ts+fP797966bm5ulpSX4DBqN5tKlS927dx89ejSAoP+KwNIoTiKyyEscgxEUgCBjE1gaxUlEFnmJYzCCAhBkbAJLoziJyCIvcQxGUACCjE1gaRQnEVnkJY7BCAp07sOHDxqNpkePHgiCgD9Ar9cjn4A/xvCJQqEA0P8vAkujOInIIi9xDEZQoHMRERH19fUnT57s2rUr+FLNzc0JCQkuLi6zZ88Gf8yJEyeqq6tpmjY3NwfQ/yMCS6M4icgiL3EMRlCgc8HBwY8fPy4qKrp165aFhUVFRUWfPn0WLFhQVVX1zTffuLq6vnz58uLFizNnzmxoaCgoKNDr9fPmzRs+fPivv/5aWFj497//ffr06e3t7cuWLRs8ePC6detmzJhRWVnZ0dFx79691tZWkiTPnTv35s2b0NDQfv36PXny5PDhw01NTbNmzZo4ceKLFy/q6uoUCkVVVZWbmxuO48uWLbt+/frq1auXLl16//79U6dOWVtbL1261NraGnxtr1+/Li4uXrx4sVqtBv9eLMu2tLT4+vqC/wNycnJcXV0HDBgA/jcJLI3iJCKLvMQxGEGBzoWEhDx58iQ9PX327NlmZmY2Nja3bt3as2dPTU3N3bt3z549m5ube+DAgb1798bHx4i2KNYAAA53SURBVNvb2+t0uhcvXpw8ebKwsDAvLy8gIMDOzg5BkI0bN/bq1Ss6Ojo4OHj+/PkVFRUjRoy4e/eupaWlg4PDvXv3PDw8UlJS5s2bZ25u3r1799ra2pKSklevXs2aNcvR0VGn0zU0NOzatSs7O/vu3bskSfr5+a1evRrHcVtb2yVLljg5OYGv6tWrV9nZ2UVFRXv27Jk+fbpCoRAEgWGYR48ejR07NiQk5NmzZ+fOnevZs6enp6eZmRkA4Nq1axzHjR49esyYMeBLGQyG27dvx8XFKRSK7OxsBweHe/fuXbp0qaOjQ6FQzJgxw9HREQBw//792tpagiDs7Oxqa2tv3rw5aNCgyZMnIwii0WgqKipevnw5bdo0BwcH8Ae0traWlpauW7cuJCRk5cqVXbt2BQA0NjaWlpaiKOrh4aHRaH766afW1lYPDw9bW1sAwIsXL8rLy62trT08PNRqNfhsAkujOInIIi9xDEZQoHMhISFPnjxJT0/39fWNiYlZtGiRu7v7zJkzR40aFRkZWVhYmJ6ejmHYhAkTVq1atXr16ra2tn379h07duzWrVsZGRkJCQkhISE6nW7KlClz5syhKEqr1c6dO7epqamkpGTp0qUPHz6sqqpat27d/fv3IyIioqKiQkJCunfvvmvXrszMTBsbG5Ikjx8/bmVlNWPGjEOHDj148ODo0aOXL19++fKlp6cnjuMURY0ePRp8VaIoBgUFvXv3buDAgc3NzYcOHVKpVEFBQaIoent7d+nSJSYmZt++fVFRUV26dCktLXV3d3/z5o2Pj8/NmzfDwsJycnLAl7p48WJYWJijo6NOpxszZkxycvKWLVtomh46dKhSqdy8efPUqVOPHj26YcOGp0+flpSU+Pj4hIWF5eXlOTg4VFVV2dnZXbt2zcfHRxTFvXv3Llu2DHwpvV6/bdu2nJycSZMmCYIQHx/v6ekJAEhISEhJSXFycqqurn779q2bm1tjY2N8fDxN0wCA1atXZ2RkODo6sizbq1cv8NkElkZxEpFFXuIYjKBA50JCQp48eZKenh4QEJCSkjJz5sypU6e6urquXbt20qRJI0aMqK2t3bVr17t372JiYsLCwrp3725hYTFr1ixra+t9n/Tv3z89PT0wMDAgIGD9+vVarXbu3LmmpqYMw4SFhT1//vz8+fNr1qy5efPmvHnz1q5dGxgYaG9vr1Qq/f39eZ5fsmTJ2bNnTU1NZ8yYkZmZef/+/ePHj1+4cMHKyurq1as0Td+8eTM3N9fLywt8Pbdu3XJxcYmPj1+/fn17e7tKpfrxxx+jo6MLCwtHjhxpbm4OAPj+++93796tVqvd3NyysrKOHTu2adMmhULh7Oyck5MDvlRKSsr27dvPnTs3YcKElpYWCwuLTZs21dXVlZSUKJVKAIBOpyssLOR5fv/+/QcPHvTy8goPD79y5YpGo4mLiwsPD6coqry8XBRFiqIiIyPBl2pubvb09EQQ5NSpU1ZWVu3t7Wq1uqamZtWqVd9++21TU1N5eXlDQ4Ofn1+PHj1kWWZZtr293cfHR6lU6nS606dP29vbg88msDSKk4gs8hLHYAQFOjdv3jye5zMzM728vHbs2DFr1iwXFxd3d/f09PSlS5fm5OQMHjyYZdl//OMfc+fODQ8Pd3FxaWxsnDp1amVlpV6vLy0tra2tPXXq1JIlSwAASUlJ06dP9/f3VygUxcXFwcHBT58+vXTpUnR09PXr11NTUxctWuTt7R0QEPDq1SsPD4/r168vWLCAZVkzMzN3d/d9+/a9fv06MTFxzZo1zs7ODx8+NDU1pShqy5YtkZGR4Ot5//59UFDQ9evXXV1do6KipkyZsmvXruTk5JEjR2o0GhcXl02bNmVnZ+fn5zs7O1+9evXkyZNJSUkmJiaCIPTp0yc3Nxd8qcuXL8+fP1+pVPr5+a1cubJPnz7btm3LysoaPXr0gAEDoqOj7ezsAACXL18OCAg4dOiQl5fXkiVLGhoaLCwsOjo6srKy/P39p06devLkyZUrV0ZGRoIvpdfr09LSNm/ePGjQoLCwsEWLFhkMhtDQUEdHRwRBiouLKysrX758GRAQ4Ofnd/r06Z07dzY1Ne3Zs2fs2LGXL18uKSmxt7cHn01gaRQnEVnkJY7BCAp0Licn5+3bt4sWLUpLS5szZ86YMWO2b9/u5OQUGBhYU1Pz17/+1dXVNTIyUqfT5efnHzt2zGAwDBs2bP369RcuXMjJyTE1NQ0ODp47d+6BAwcOHz7s4+MTGxubmZkJAFi1alVeXl5jY2NCQsLf/va3x48fx8XFlZaWHjhwQKPR9OnTZ/v27e/evcvOzo6Pjzc1NU1JSQkODraysoqNjdXr9dHR0UeOHHn27NnQoUMTExOtra3BV9XU1FRUVLR3715BEM6ePVtZWZmWlrZz505BEGiaLi8vv3379v79+1NSUqKjo/38/MrKyrZs2XLgwAFbW9u8vDzwB9TX1+/bt6+wsHDw4ME//PDD27dv6+rqnj59unv3bj8/v5ycHKVSWVlZOXfu3IKCAk9Pz8WLF//666/+/v7Jyck+Pj6VlZWpqanLly9fuXJlZGQk+GPOnTuXk5Nz5syZjRs3Dh06NCoqKjk5+eLFi1VVVUVFRRYWFr6+vklJSWVlZVqtVqPRDBw40NbWtqCgoLS01N7eHnw2gaVRnERkkZc4BiMo8JV0dHRoNBoLCwvwSXt7u0KhMDU1BZ/IsmxmZqZQKMB/S6fTybJsaWkJOqHT6bRarZmZGQCgpaXFwsICfG0fPnzo6Ojo0aPH2bNnAwIC8vPzW1tbt27dWlVV9ebNGy8vr+PHjz969GjPnj3FxcWJiYlnzpwZNmwYwzBhYWG9evXKy8sDX8RgMLx7987S0tLc3HzFihXFxcUXL150cHBQKpXNzc3Tpk2ztLT88ccf1Wr1hQsXAgMD8/Pzvb29Fy9e3NjY+P333/v5+dXX1wcGBm7YsIEgiJiYmMjISPClNBqNJEnfffddU1PT2LFjR48ePW3atNjYWBMTk48fP8qyvHz58sWLF/v7+6elpb1//z4qKkqtVhcXF9++fTs3N/fMmTP29vbgswksjeIkIou8xDEYQQHot37++ecVK1b07Nnz+fPnNjY2BQUFra2tXl5effr0aWlpMTU1LS4uPnz4cGZmZnV1dUVFRXBwMEVRycnJbm5uffr0KSgoAF9qx44dDMPY2Ng8fPjwL3/5S2JiYlxc3J07d1paWp4+fZqRkREcHJyZmZmfn89x3PDhw9euXVtRUSEIQllZ2Zo1azIzM0+ePOns7Dxy5Mj4+PgVK1aAL/XLL7+Eh4e/e/fOYDC8ffs2NTXVy8urra3NYDBs2bKlpKSkqqrql19+mTZtWkZGxvjx44cPH25vb19TU5OVlZWTk3PhwgV7e3vw2QSWRnESkUVe4hiMoAD0W21tbaWlpXFxcatWrSJJsmfPngCA2traiooKS0vLmTNn9u3b98mTJ0+fPnV2dm5tbf3555+HDx/eq1evq1evmpub4zgOvlRDQ0NGRkZpaWl6evrkyZPNzMxqa2srKyt1Ot24ceNcXV2VSuW1a9eePn1qamqq1WoHDRpkMBhkWR4/fvyzZ8/u378/efJkU1PT6urq/v379+3bF3wpg8Hw4MGDqKionj17btiwwcnJCfzTo0ePBEFwcXGRZbmmpmbIkCG2trZVVVWWlpajR4+ur69//vz5xIkT1Wo1+GwCS6M4icgiL3EMRlAA+hfv37/fu3fv0qVLURQF/17Xr1+vq6uLiooC/wfk5eX179/f1dUV/C8TWBrFSUQWeYljMIICEGRsAkujOInIIi9xDEZQAIKMTWBpFCcRWeQljsEICkCQsQksjeIkIou8xDEYQQEIMjaBpVGcRGSRlzgGIygAQcYmsDSKk4gs8hLHYAQFIMjYBJZGcRKRRV7iGIygAAQZm8DSKE4isshLHIMRFIAgYxNYGsVJRBZ5iWMwggIQZGwCS6M4icgiL3EMRlAAgoxNYGkUJxFZ5CWOwQgKQJCxCSyN4iQii7zEMRhBAQgyNoGlUZxEZJGXOAYjKABBxiawNIqTiCzyEsdgBAUgyNgElkZxEpFFXuIYjKAABBmbwNIoTiKyyEscgxEUgCBjE1gaxUlEFnmJYzCCAhBkbAJLoziJyCIvcQxGUACCjE1gaRQnEVnkJY7BCApAkLEJLI3iJCKLvMQxGEEBCDI2gaVRnERkkZc4BiMoAEHGJrA0ipOILPISx2AEBSDI2ASWRnESkUVe4hiMoAAEGZvA0ihOIrLISxyDERSAIGMTWBrFSUQWeYljMIICEGRsAkujOInIIi9xDEZQAIKMTWBpFCcRWeQljsEICkCQsQksjeIkIou8xDEYQQEIMjaBpVGcRGSRlzgGIygAQcYmsDSKk4gs8hLHYAQFIMjYBJZGcRKRRV7iGIygAAQZm8DSKE4isshLHIMRFIAgYxNYGsVJRBZ5iWMwggIQZGwCS6M4icgiL3EMRlAAgoxNYGkUJxFZ5CWOwQgKQJCxCSyN4iQii7zEMRhBAQgyNoGlUZxEZJGXOAYjKABBxiawNIqTiCzyEsdgBAUgyNgElkZxEpFFXuIYjKAABBmbwNIoTiKyyEscgxEUgCBjE1gaxUlEFnmJYzCCAhBkbAJLoziJyCIvcQxGUACCjE1gaRQnEVnkJY7BCApAkLEJLI3iJCKLvMQxGEEBCDI2gaVRnERkkZc4BiMoAEHGJrA0ipOILPISx2AEBSDI2ASWRnESkUVe4hiMoAAEGZvA0ihOIrLISxyDERSAIGMTWBrFSUQWeYljMIICEGRsAkujOInIIi9xDEZQAIKMTWBpFCcRWeQljsEICkCQsQksjeIkIov10q1j2NREg0EPIMh4EEQhVGxHRwYimqa3L0rXqax6A4MBQJARIYjml+f23in/AXOOAcWoraB7AAAAAElFTkSuQmCC"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9989452958106995
},
{
"class_name": "table",
"confidence": 0.0008220371673814952
},
{
"class_name": "pie_chart",
"confidence": 0.00012598378816619515
},
{
"class_name": "line_chart",
"confidence": 6.107133958721533e-05
},
{
"class_name": "full_page_image",
"confidence": 9.912350833474193e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 9.433820196136367e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.121231192286359e-06
},
{
"class_name": "calendar",
"confidence": 5.747594968852354e-06
},
{
"class_name": "flow_chart",
"confidence": 4.777031335834181e-06
},
{
"class_name": "engineering_drawing",
"confidence": 2.636104909470305e-06
},
{
"class_name": "other",
"confidence": 2.3249860987561988e-06
},
{
"class_name": "page_thumbnail",
"confidence": 2.223791625510785e-06
},
{
"class_name": "geographical_map",
"confidence": 2.9960466463307966e-07
},
{
"class_name": "box_plot",
"confidence": 2.314886984322584e-07
},
{
"class_name": "chemistry_structure",
"confidence": 2.234006188928106e-07
},
{
"class_name": "bar_code",
"confidence": 1.3567711221185164e-07
},
{
"class_name": "icon",
"confidence": 1.0233919311986028e-07
},
{
"class_name": "qr_code",
"confidence": 9.310467419254564e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 8.063964429538828e-08
},
{
"class_name": "stamp",
"confidence": 6.649310790862728e-08
},
{
"class_name": "topographical_map",
"confidence": 6.521447915019962e-08
},
{
"class_name": "photograph",
"confidence": 6.335433511139854e-08
},
{
"class_name": "signature",
"confidence": 6.182055045655943e-08
},
{
"class_name": "logo",
"confidence": 6.083297421355383e-08
},
{
"class_name": "scatter_plot",
"confidence": 4.5409624505055035e-08
},
{
"class_name": "music",
"confidence": 2.3883638178290312e-08
}
]
}
]
},
{
"self_ref": "#/pictures/43",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.975548267364502,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.021438494324684143,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0022694910876452923,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.00038153716013766825,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00016272779612336308,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 4.016073944512755e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.8820597435696982e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.651525392138865e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.0966130250599235e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.9643877749331295e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.4689996532979421e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.1447260476415977e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.877565622038674e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 6.239974936761428e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 5.4052152336225845e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 5.316672286426183e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.846922481898218e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.4129852792830206e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.1777896108687855e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.4655064433100051e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 9.710397534945514e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 3.2214737188951403e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.1546838862841469e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.1127299615054653e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.7597164614358007e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.2152753470218158e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 690.0973510742188,
"t": 34.19403076171875,
"r": 726.023193359375,
"b": 6.3175048828125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 36.0,
"height": 28.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.975548267364502
},
{
"class_name": "logo",
"confidence": 0.021438494324684143
},
{
"class_name": "bar_code",
"confidence": 0.0022694910876452923
},
{
"class_name": "bar_chart",
"confidence": 0.00038153716013766825
},
{
"class_name": "stamp",
"confidence": 0.00016272779612336308
},
{
"class_name": "calendar",
"confidence": 4.016073944512755e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.8820597435696982e-05
},
{
"class_name": "flow_chart",
"confidence": 2.651525392138865e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.0966130250599235e-05
},
{
"class_name": "music",
"confidence": 1.9643877749331295e-05
},
{
"class_name": "qr_code",
"confidence": 1.4689996532979421e-05
},
{
"class_name": "photograph",
"confidence": 1.1447260476415977e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.877565622038674e-06
},
{
"class_name": "pie_chart",
"confidence": 6.239974936761428e-06
},
{
"class_name": "engineering_drawing",
"confidence": 5.4052152336225845e-06
},
{
"class_name": "other",
"confidence": 5.316672286426183e-06
},
{
"class_name": "table",
"confidence": 3.846922481898218e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.4129852792830206e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.1777896108687855e-06
},
{
"class_name": "line_chart",
"confidence": 1.4655064433100051e-06
},
{
"class_name": "signature",
"confidence": 9.710397534945514e-07
},
{
"class_name": "full_page_image",
"confidence": 3.2214737188951403e-07
},
{
"class_name": "geographical_map",
"confidence": 1.1546838862841469e-07
},
{
"class_name": "box_plot",
"confidence": 1.1127299615054653e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.7597164614358007e-08
},
{
"class_name": "topographical_map",
"confidence": 1.2152753470218158e-08
}
]
}
]
},
{
"self_ref": "#/pictures/44",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "This line chart illustrates the performance of 'ABR BVPS' compared to 'Peer Avg BVPS' over time, from 4Q19 to 4Q25. The y-axis represents a percentage scale from (40%) to 40%. The 'ABR BVPS' line (dark green) shows a significant upward trend, peaking around 4Q23, and ending at 16% by 4Q25. In contrast, the 'Peer Avg BVPS' line (brown) shows a downward trend after an initial period of relative stability, ending at (32%) by 4Q25.\n\n| Time Period | ABR BVPS | Peer Avg BVPS |\n| --- | --- | --- |\n| 4Q19 | 0% | 0% |\n| 1Q20 | (11%) | (7%) |\n| 2Q20 | (9%) | (7%) |\n| 3Q20 | (5%) | (7%) |\n| 4Q20 | 2% | (7%) |\n| 1Q21 | 7% | (7%) |\n| 2Q21 | 13% | (7%) |\n| 3Q21 | 15% | (7%) |\n| 4Q21 | 23% | (3%) |\n| 1Q22 | 25% | (2%) |\n| 2Q22 | 27% | (2%) |\n| 3Q22 | 27% | (4%) |\n| 4Q22 | 29% | (7%) |\n| 1Q23 | 30% | (9%) |\n| 2Q23 | 30% | (11%) |\n| 3Q23 | 31% | (12%) |\n| 4Q23 | 31% | (15%) |\n| 1Q24 | 30% | (19%) |\n| 2Q24 | 28% | (21%) |\n| 3Q24 | 27% | (23%) |\n| 4Q24 | 26% | (25%) |\n| 1Q25 | 24% | (26%) |\n| 2Q25 | 22% | (27%) |\n| 3Q25 | 21% | (28%) |\n| 4Q25 | 18% | (30%) |"
},
"classification": {
"predictions": [
{
"confidence": 0.9979636669158936,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0019064550288021564,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 7.468031253665686e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 2.6695111955632456e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.681146204646211e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 4.156944214628311e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 3.6821038520429283e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.2388353525238927e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 7.185806225606939e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 4.830012017009722e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 4.7492787302871875e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 3.252050930768746e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.54577628311381e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.3534462084408005e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.264944415879654e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 6.53689795626633e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 4.2410270850723464e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 3.3731122783819956e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.753238443313876e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 1.357492873665933e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.0626082236342427e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 6.9309882277934776e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 6.528184659515546e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 4.7949160197902074e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 2.0915575937863196e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 8.855435829069336e-10,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
}
]
},
"quber__figure_job_id": "parse-01m2p7md2yxv6cfgk3cjfx4y98",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [],
"quber__footnotes": [
{
"marker": "",
"text": "Source: Company filings"
},
{
"marker": "",
"text": "Sector peers include ACRE, ARI, BXMT, GPMT, KREF, LADR, RC, STWD and TRTX"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 11,
"bbox": {
"l": 35.9431037902832,
"t": 525.2544097900391,
"r": 755.0758056640625,
"b": 70.4483642578125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 719.0,
"height": 455.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "line_chart",
"confidence": 0.9979636669158936
},
{
"class_name": "bar_chart",
"confidence": 0.0019064550288021564
},
{
"class_name": "table",
"confidence": 7.468031253665686e-05
},
{
"class_name": "scatter_plot",
"confidence": 2.6695111955632456e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.681146204646211e-05
},
{
"class_name": "full_page_image",
"confidence": 4.156944214628311e-06
},
{
"class_name": "calendar",
"confidence": 3.6821038520429283e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.2388353525238927e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.185806225606939e-07
},
{
"class_name": "box_plot",
"confidence": 4.830012017009722e-07
},
{
"class_name": "geographical_map",
"confidence": 4.7492787302871875e-07
},
{
"class_name": "topographical_map",
"confidence": 3.252050930768746e-07
},
{
"class_name": "flow_chart",
"confidence": 2.54577628311381e-07
},
{
"class_name": "page_thumbnail",
"confidence": 1.3534462084408005e-07
},
{
"class_name": "pie_chart",
"confidence": 1.264944415879654e-07
},
{
"class_name": "chemistry_structure",
"confidence": 6.53689795626633e-08
},
{
"class_name": "qr_code",
"confidence": 4.2410270850723464e-08
},
{
"class_name": "music",
"confidence": 3.3731122783819956e-08
},
{
"class_name": "other",
"confidence": 1.753238443313876e-08
},
{
"class_name": "stamp",
"confidence": 1.357492873665933e-08
},
{
"class_name": "signature",
"confidence": 1.0626082236342427e-08
},
{
"class_name": "logo",
"confidence": 6.9309882277934776e-09
},
{
"class_name": "photograph",
"confidence": 6.528184659515546e-09
},
{
"class_name": "bar_code",
"confidence": 4.7949160197902074e-09
},
{
"class_name": "crossword_puzzle",
"confidence": 2.0915575937863196e-09
},
{
"class_name": "icon",
"confidence": 8.855435829069336e-10
}
]
}
]
},
{
"self_ref": "#/pictures/45",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9749192595481873,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.023001832887530327,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0014569200575351715,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.000343250430887565,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0001342137111350894,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.1524559744866565e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.2378448193194345e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.935035288624931e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.661922942730598e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.3967901395517401e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 7.959741196827963e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.784746008430375e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 5.289623459248105e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.0388566705805715e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.583031457310426e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.1454510462936014e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 3.101440825048485e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.6426371277921135e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 2.4692105853318935e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 9.338609174847079e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.9811857871209213e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.4639435619301366e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 5.08628730244709e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 4.8187878576300136e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 7.558100811877466e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.301397181829316e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 11,
"bbox": {
"l": 690.8209838867188,
"t": 34.74615478515625,
"r": 725.5680541992188,
"b": 6.6177978515625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 35.0,
"height": 28.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9749192595481873
},
{
"class_name": "logo",
"confidence": 0.023001832887530327
},
{
"class_name": "bar_code",
"confidence": 0.0014569200575351715
},
{
"class_name": "bar_chart",
"confidence": 0.000343250430887565
},
{
"class_name": "stamp",
"confidence": 0.0001342137111350894
},
{
"class_name": "calendar",
"confidence": 3.1524559744866565e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.2378448193194345e-05
},
{
"class_name": "music",
"confidence": 1.935035288624931e-05
},
{
"class_name": "flow_chart",
"confidence": 1.661922942730598e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.3967901395517401e-05
},
{
"class_name": "photograph",
"confidence": 7.959741196827963e-06
},
{
"class_name": "qr_code",
"confidence": 5.784746008430375e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 5.289623459248105e-06
},
{
"class_name": "other",
"confidence": 5.0388566705805715e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.583031457310426e-06
},
{
"class_name": "pie_chart",
"confidence": 3.1454510462936014e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.101440825048485e-06
},
{
"class_name": "table",
"confidence": 2.6426371277921135e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.4692105853318935e-06
},
{
"class_name": "line_chart",
"confidence": 9.338609174847079e-07
},
{
"class_name": "signature",
"confidence": 2.9811857871209213e-07
},
{
"class_name": "full_page_image",
"confidence": 1.4639435619301366e-07
},
{
"class_name": "geographical_map",
"confidence": 5.08628730244709e-08
},
{
"class_name": "box_plot",
"confidence": 4.8187878576300136e-08
},
{
"class_name": "scatter_plot",
"confidence": 7.558100811877466e-09
},
{
"class_name": "topographical_map",
"confidence": 6.301397181829316e-09
}
]
}
]
},
{
"self_ref": "#/pictures/46",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "The figure is a diagram presenting the core strategic advantages of 'Arbor' using a radial, hexagonal layout superimposed over a faint, watermark-like photograph of a residential building complex. The central hexagon acts as the hub, and five peripheral hexagons act as spokes, each containing a specific strategic pillar."
},
"classification": {
"predictions": [
{
"confidence": 0.937563419342041,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.012257665395736694,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.010083174332976341,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.009202485904097557,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.007011325564235449,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.006230262573808432,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.003748722840100527,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.0026101511903107166,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.0025953648146241903,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0018289543222635984,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.0015435386449098587,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0012195899616926908,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.001084633287973702,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 0.0010246664751321077,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.0007573719485662878,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.00025915505830198526,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 0.00022493484721053392,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.00016287599282804877,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.00015720589726697654,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.0001316209090873599,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 0.0001227476168423891,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.321754335658625e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 6.260946247493848e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 3.6535031540552154e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.184083339467179e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 5.85066300118342e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
}
]
},
"quber__figure_job_id": "parse-01m2p7merdmn8hsp4r9g0j3ddn",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 12,
"bbox": {
"l": 64.14408,
"t": 515.43252,
"r": 730.81008,
"b": 28.27440000000001,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 667.0,
"height": 488.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "flow_chart",
"confidence": 0.937563419342041
},
{
"class_name": "pie_chart",
"confidence": 0.012257665395736694
},
{
"class_name": "full_page_image",
"confidence": 0.010083174332976341
},
{
"class_name": "icon",
"confidence": 0.009202485904097557
},
{
"class_name": "logo",
"confidence": 0.007011325564235449
},
{
"class_name": "other",
"confidence": 0.006230262573808432
},
{
"class_name": "engineering_drawing",
"confidence": 0.003748722840100527
},
{
"class_name": "geographical_map",
"confidence": 0.0026101511903107166
},
{
"class_name": "calendar",
"confidence": 0.0025953648146241903
},
{
"class_name": "page_thumbnail",
"confidence": 0.0018289543222635984
},
{
"class_name": "table",
"confidence": 0.0015435386449098587
},
{
"class_name": "bar_chart",
"confidence": 0.0012195899616926908
},
{
"class_name": "photograph",
"confidence": 0.001084633287973702
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.0010246664751321077
},
{
"class_name": "line_chart",
"confidence": 0.0007573719485662878
},
{
"class_name": "music",
"confidence": 0.00025915505830198526
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00022493484721053392
},
{
"class_name": "chemistry_structure",
"confidence": 0.00016287599282804877
},
{
"class_name": "stamp",
"confidence": 0.00015720589726697654
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0001316209090873599
},
{
"class_name": "scatter_plot",
"confidence": 0.0001227476168423891
},
{
"class_name": "signature",
"confidence": 6.321754335658625e-05
},
{
"class_name": "bar_code",
"confidence": 6.260946247493848e-05
},
{
"class_name": "qr_code",
"confidence": 3.6535031540552154e-05
},
{
"class_name": "topographical_map",
"confidence": 1.184083339467179e-05
},
{
"class_name": "box_plot",
"confidence": 5.85066300118342e-06
}
]
}
]
},
{
"self_ref": "#/pictures/47",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9649420380592346,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.033430151641368866,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.000998785486444831,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0003178406332153827,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00013125926489010453,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.753095006686635e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.9925278795417398e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.193240106862504e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.120238059433177e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.9751090803765692e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 9.806054549699184e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.617215032951208e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.451976787502645e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.846021849720273e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.6811860556772444e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.6577050650521414e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.415747869439656e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.170443733324646e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.076010443692212e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.106014906326891e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.877700294196984e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.3732792442388018e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 7.525277112563344e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 5.2580013232272904e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0813887563188018e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.7689911453783225e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 13,
"bbox": {
"l": 690.5597534179688,
"t": 34.798828125,
"r": 725.7770385742188,
"b": 6.40362548828125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 35.0,
"height": 29.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACMAAAAdCAIAAACvy0LTAAAG6UlEQVRIDb3Bb2wT9xkA4Pd3zl04J3cFhZ5Dmp4NuNQNCbLTUDUqTJB1yxWENGlFG2NKQkIDIlOjUAmmVRMJmtJurbZO09TVTCVfOrfDI533B9YhNlLWEdaC5Spgi4sZ52JMnNh3jmP7zj6/005CSj9OCnsegojwf0EQESzV8lI5fxfNEgCBFYAAVI19bY29ESwEEQHA0G7nE38jFEPRdbBCsFoxDZXh13PiTiA2goiVQlq7ddbe1Mmu3QzEBiunUsws3v4j88iGuse2EUTMfzFV1TV+4x54CPRcYkm5sMbzbYKIOTlEc4+zDh88BFVT16IBbv0ugoiaHGJ4kRW8sEwVsVAsUIQqVyoMTZtV0zSrDMMYZeOReq5YLFYBKpVKLcOUK2WKsgFgpVKxr2JpmoZl0DTUWIBzSgQRNTnE8CIreOGBi1c+uRmfNSqG2Nh06dOrvqc2q7ncvJppdW+6dmPmx68cP3P+T/cW0vmlwhNO1+e3Yo0NjzIMLSt3trZuSc7dH9y7j121CixoGmoswDklgoiaHGJ4kRW8YFnM5/ccOfjE+g3NDsfGZvHcx5e2tm1Z0LR0NtPuabkSuf7rk6+fPnvmTiqp64ZbdF2PzjwmOBiavjkrP+v1vX7qnV/+cPSF7TvAgqahxgKcUyKIqMkhhhdZwQuWeELZ0bdvz87nHQ0NG5vF85enOlrbMpqWzmZ8npbpSNg/Nj4xGVRSyZJuuEVXODrTJDgYmo7GZzt97T/42RvHDx4+2jsAFjQNNRbgnBJBRE0OMbzICl6wxBNK14H9u3d0ORoaNjaL5y9PdbS2ZTQtnc34PC3TkbB/bHxiMqikkiXdcIuucHSmSXAwNB2Nz3b62l99681jA4eO9g6ABU1DjQU4p0QQUZNDDC+yghcs8YTSdWD/7h1djoaGjc3i+ctTHa1tGU1LZzM+T8t0JOwfG5+YDCqpZEk33KIrHJ1pEhwMTUfjs52+9lffevPYwKGjvQNgQdNQYwHOKRFE1OQQw4us4AVLPKF0Hdi/Z+dXHWvXrm9qPn95qqO1LaNp6WzG52mZjoT9Y+MTk0EllSzphlt0haMzTYKDoenY7fhz7U9//6c/OTZw6GjvAFjQNNRYgHNKBBE1OcTwIit4wRJPKF393935zLMNq1e3P7X53MeXOlrbMpqWzmZ8npbpSNg/Nj4xGVRSyZJuuEVXODrTJDhqGSYSi7ZtevKNd/3HDx4+2jsAFjQNNRbgnBJBRE0OMbzICl6wxBNK90u9JlbtLHvyeyMfXvjo6c2tGU1LZzM+T8t0JOwfG5+YDCqpZEk33KIrHJ1pEhx8fX3o4oUv7t9LptMnjrw80tMPFjQNNRbgnBJBRE0OMbzICl6wxBOKNNi3oKl0je3F7t1zC/Pb27fOq9l0NuPztExHwv6x8YnJoJJKlnTDLbrC0ZnHG9fdjMvXbty4O5eqmObo0PBITz9Y0DTUWIBzSgQRNTnE8CIreMESTyjSYJ+6mCOEKpQK29q3fq1zm5ZfTGczPk/LdCTsHxufmAwqqWRJN9yi69qNz8V1Ta+deru2tpYipKjro0PDIz39YEHTUGMBzikRRNTkEMOLrOAFSzyhSIN96mKOoqgqYr3dzjK13/z6C1lN2/KkZzoS9o+NT0wGlVSypBut7k0/f+90saTPLcxTFAUARV0fHRoe6ekHC5qGGgtwTokgoiaHGF5kBS9Y4glFGuxTF3MURQEAIlbMyq7tO4xKpfu5r3xy/TP/2PjEZDCRupdbylOE+t1H53KFpRqbDSxFXR8dGh7p6QcLmoYaC3BOiSCiJocYXmQFL1jiCUUa7FMXcxRFwTJcXf2JIy///eqVUydfO332TOJ+KjmXOvOXcwxNwzJFXR8dGh7p6QcLmoYaC3BOiSCiJocYXmQFL1hmlTvdL/XmlvIURcEDiEjT9Cani6/nPvzFO++e/e3bH7xnGOXk3H2bzQbLFEqlE0PDr/QOgAVNQ40FOKdEEFGTQwwvsoIXLAtqdvfhgZtxuaamBpZBxHK53LB6zeFvfWfqs6tTn/6rxvZfsAxWq4SifnXiR3u7d4EFTUONBTinRBBRk0MML7KCFx64eOWfv/nz7/NLBYoi8GWIaJTLNputxmaDL0NEQkint73vGy9ydXVgQdNQYwHOKRFE1OQQw4us4IVlELFarcL/ihAbRcEyaBpqLMA5JYKIOfkPNfXr7I0d8BBUKyU1+j6/YRdBxMK9aWNRWb1pLzwEevbW0t1/rPHsI4ho6jlNDjL8BnvjVmJjYOWUFxOL//6rfd0zrOAjiAgAleJ8XrlQLReIrRZWCppYLa961Gd3tAMAQUSwIJpmcR5NA1YMsa1aQ9F1YPkPEHm15s5JMuQAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9649420380592346
},
{
"class_name": "logo",
"confidence": 0.033430151641368866
},
{
"class_name": "bar_code",
"confidence": 0.000998785486444831
},
{
"class_name": "bar_chart",
"confidence": 0.0003178406332153827
},
{
"class_name": "stamp",
"confidence": 0.00013125926489010453
},
{
"class_name": "calendar",
"confidence": 3.753095006686635e-05
},
{
"class_name": "flow_chart",
"confidence": 2.9925278795417398e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.193240106862504e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.120238059433177e-05
},
{
"class_name": "music",
"confidence": 1.9751090803765692e-05
},
{
"class_name": "photograph",
"confidence": 9.806054549699184e-06
},
{
"class_name": "qr_code",
"confidence": 7.617215032951208e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.451976787502645e-06
},
{
"class_name": "pie_chart",
"confidence": 5.846021849720273e-06
},
{
"class_name": "other",
"confidence": 4.6811860556772444e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.6577050650521414e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.415747869439656e-06
},
{
"class_name": "table",
"confidence": 3.170443733324646e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.076010443692212e-06
},
{
"class_name": "line_chart",
"confidence": 1.106014906326891e-06
},
{
"class_name": "signature",
"confidence": 3.877700294196984e-07
},
{
"class_name": "full_page_image",
"confidence": 2.3732792442388018e-07
},
{
"class_name": "geographical_map",
"confidence": 7.525277112563344e-08
},
{
"class_name": "box_plot",
"confidence": 5.2580013232272904e-08
},
{
"class_name": "scatter_plot",
"confidence": 1.0813887563188018e-08
},
{
"class_name": "topographical_map",
"confidence": 6.7689911453783225e-09
}
]
}
]
},
{
"self_ref": "#/pictures/48",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/186"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9983626008033752,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0012354736682027578,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.00012763505219481885,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.00011556769459275529,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 3.9948077755980194e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 3.953700070269406e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.5876343240961432e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.4837096387054771e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.4832018678134773e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 6.393149305949919e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 5.491481260833098e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 4.628742317436263e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 3.022399369001505e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 2.1494736301974626e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 2.138571289833635e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.0574052541633137e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.9424080619501183e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 1.697353582130745e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.6472604329464957e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 7.993345434442745e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 5.592294769485306e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 3.2128519933394273e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.212530259588675e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 3.1084397278391407e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.308980870362575e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.7760362897311097e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 60.04403305053711,
"t": 490.3458938598633,
"r": 91.65462493896484,
"b": 457.71864318847656,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 32.0,
"height": 32.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9983626008033752
},
{
"class_name": "logo",
"confidence": 0.0012354736682027578
},
{
"class_name": "stamp",
"confidence": 0.00012763505219481885
},
{
"class_name": "pie_chart",
"confidence": 0.00011556769459275529
},
{
"class_name": "photograph",
"confidence": 3.9948077755980194e-05
},
{
"class_name": "calendar",
"confidence": 3.953700070269406e-05
},
{
"class_name": "page_thumbnail",
"confidence": 1.5876343240961432e-05
},
{
"class_name": "music",
"confidence": 1.4837096387054771e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.4832018678134773e-05
},
{
"class_name": "other",
"confidence": 6.393149305949919e-06
},
{
"class_name": "qr_code",
"confidence": 5.491481260833098e-06
},
{
"class_name": "flow_chart",
"confidence": 4.628742317436263e-06
},
{
"class_name": "bar_code",
"confidence": 3.022399369001505e-06
},
{
"class_name": "geographical_map",
"confidence": 2.1494736301974626e-06
},
{
"class_name": "signature",
"confidence": 2.138571289833635e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.0574052541633137e-06
},
{
"class_name": "bar_chart",
"confidence": 1.9424080619501183e-06
},
{
"class_name": "table",
"confidence": 1.697353582130745e-06
},
{
"class_name": "full_page_image",
"confidence": 1.6472604329464957e-06
},
{
"class_name": "engineering_drawing",
"confidence": 7.993345434442745e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 5.592294769485306e-07
},
{
"class_name": "line_chart",
"confidence": 3.2128519933394273e-07
},
{
"class_name": "box_plot",
"confidence": 3.212530259588675e-07
},
{
"class_name": "scatter_plot",
"confidence": 3.1084397278391407e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.308980870362575e-07
},
{
"class_name": "topographical_map",
"confidence": 2.7760362897311097e-08
}
]
}
]
},
{
"self_ref": "#/pictures/49",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/187"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9979149699211121,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0015581814805045724,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0002536849060561508,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 6.858679262222722e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 5.367342600948177e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.0427333917468786e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.1296596969477832e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.8043134332401678e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.6622559996903874e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.2153288480476476e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 5.971766313450644e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 5.216154022491537e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 4.526193151832558e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 3.6005415040563093e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.330222287127981e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 2.0005659280286636e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.955852440005401e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.907837940962054e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 1.729375185277604e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.0770281733130105e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 7.881600936343602e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 3.471088803053135e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.30143279825279e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 3.269642547820695e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.8086807074269018e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 3.774706414105822e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 60.29995346069336,
"t": 443.0800018310547,
"r": 91.84937286376953,
"b": 410.08013916015625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 32.0,
"height": 33.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9979149699211121
},
{
"class_name": "logo",
"confidence": 0.0015581814805045724
},
{
"class_name": "stamp",
"confidence": 0.0002536849060561508
},
{
"class_name": "pie_chart",
"confidence": 6.858679262222722e-05
},
{
"class_name": "photograph",
"confidence": 5.367342600948177e-05
},
{
"class_name": "calendar",
"confidence": 5.0427333917468786e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.1296596969477832e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.8043134332401678e-05
},
{
"class_name": "music",
"confidence": 1.6622559996903874e-05
},
{
"class_name": "other",
"confidence": 1.2153288480476476e-05
},
{
"class_name": "qr_code",
"confidence": 5.971766313450644e-06
},
{
"class_name": "flow_chart",
"confidence": 5.216154022491537e-06
},
{
"class_name": "bar_code",
"confidence": 4.526193151832558e-06
},
{
"class_name": "signature",
"confidence": 3.6005415040563093e-06
},
{
"class_name": "geographical_map",
"confidence": 2.330222287127981e-06
},
{
"class_name": "full_page_image",
"confidence": 2.0005659280286636e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.955852440005401e-06
},
{
"class_name": "bar_chart",
"confidence": 1.907837940962054e-06
},
{
"class_name": "table",
"confidence": 1.729375185277604e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.0770281733130105e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 7.881600936343602e-07
},
{
"class_name": "line_chart",
"confidence": 3.471088803053135e-07
},
{
"class_name": "scatter_plot",
"confidence": 3.30143279825279e-07
},
{
"class_name": "box_plot",
"confidence": 3.269642547820695e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.8086807074269018e-07
},
{
"class_name": "topographical_map",
"confidence": 3.774706414105822e-08
}
]
}
]
},
{
"self_ref": "#/pictures/50",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/188"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9984599351882935,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.0011548199690878391,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.000120241915283259,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.00010994932381436229,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.8247675547609106e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 3.750049290829338e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.571884968143422e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.4974147234170232e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.4332676983030979e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 6.30614658803097e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 5.8441137298359536e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 4.534053459792631e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.599822209958802e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 2.5140614070551237e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 2.0489117105171317e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.046804411293124e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 2.0441493688849732e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.920436034197337e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.7557304090587422e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 8.498047918692464e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 5.875012902833987e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 3.5394100450503174e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.4302291851417976e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 3.3535332022438524e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.2800325066564255e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 3.19894901679163e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 60.235870361328125,
"t": 394.3345489501953,
"r": 91.62896728515625,
"b": 362.19688415527344,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 32.0,
"height": 32.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAIAAAD8GO2jAAAGm0lEQVRIDZXBD1BT9x0A8O/vvZe8l7z8ISQBDBCkCuWPqD117daeTtuVFb1d29nD1hPPP7OdSlXGFa3/Udutwz/U4mwd2xyz6nl2zmrlbqNQJsLs3SpYCyqi8iAhISEhL7zkJe+93zbu2EFruPTzQSLPQUwIEQgDIYsjUjgohwNyOIABSFpP0DqK0ZM0iwAjwBAbEnkOHgEhklRkKTT4gO9pEYd6sSQCIiiaxRhLYhAAI4qmjOls5o80ZrtaTSPAABi+A4k8B9+CEAYU5G4E7jRJI0OsbYYh82m1MY3SGBGpAsBYlqSQT/RxgZ6rI85boDHppi/Qp89SUxRC8C1I5DkYBxGUJAre9guh/pumvCLDtKfVBhvEJvp6A/eavZ31ZMosU/5iVmcgCRgPiTwH/4fISGDA3VZHEKRtwWZ1QirER/T29DUdjsjINGeZ3pymohAAglFI5DkYhQgywnudzTVsSn7Sk6tINQvfhxTyu6596HfdMz251mhOVlEkjEIiz8H/IFmWXM3HKa0p7dm3IG4Ot+vM5YuMmn5jeQlS5N76PbwQNv+gxGjQUxQFAEjkOQDAiPTcuCAOdGYs3k8yBogPPxLc8m7l+frP9pSWvVmyCiEUDQ7e/3RbNDHfWlBkYBmCJJHIc4igRtzd7qsn7D/dxVimQdw++MvJvR8cfqWw6Ldbd7AaLYwSHB33rhygZ5ck2XM1jAqJfB9GyP3lGUJRUheVQ9w6ujpfKy/VMpqPDx6dnjEVxnl4eac3qk6a/ZLJqENisC8y4nc2HLTN38SmzoL4BEPCxr07/t7SfGjbnuKiJTARf7+lu+EoPef1KbY0JI44fF1Nob52e1ElQakhPueuXNp0YM+SRc9Vb9+roWmYSIkIPRcrhtkcW/6PUTjocLWepHXW5KfWQHzcXs+yLRvdXs/ZI8fys7LhUbiGKqd70DynGAmBPufn1QnTnkmc8TOIz/HTdbveP7Rl5dptb2yAGFzX//Sw60v2iRUoMHh7oLF6ylOrdOlzIQ4PHX2vlb1JEOhU1ft2WyrEMHznH90tp8mCFcjf/5X7n8fsz2+nTRkQh5pTJytrjuzesGX98hKITXB0dF2pwrnFyO/82vXF0dT569kpM2Eczunodw0UZOewWi2McXs9L5euI4A4d/R3yWYrxMb3NN9urMW5r6KA9/5A4xFr/gsJOYUwRlGUiqp3T13865qly7b/ciNDMzCq7m+fvPXega3rNmxauRom5fn36e72RirvVRT0c+5rtTrLY9Z5K2Ccrzpvbd6/+5vuuxXr1pet/gWBiGE+sHJrmcPlOnOo5jG7HSbV11R9/0GPYeZSJAS4oY5PlaA3vXAHTHT9ZvvrOyv8gcDxyl8XPjO/obVlzfby5Ute3rf5VwRBQGxYkR9cers3qEkqKEShABf09A61nrAX7mLMmTDR5aaG0n27p6am1r5TdezjP5+v/+zskWPzZs6CSY04b969VBlIf8k+7XEU5rlwSPS0nTCk5FnnlcBEiqJU1X508I8fFS1Y2N71zfSMzLrfHKZpGibl/KL67t1OJu/n9rQpSOQ5WUFDPddDnZemvlhFaUww0TDPr3m7/PO2a2qV6p2yitVLi2FSYV/f7XOb/UmLkrPmpFgTkchzGEAIBj1tf9AarKkLywEhmKjxX62l+3YadPra/e/lTs+C2ORouLd+b7/br8p50Z5mMxr1SOQ5AJBkJeAd8F2rsc5YYpn9CnyHw+0iSTLZbIFJ9V893tvRIGUXp6ZnWM2JNKNGIs8BAMY4Iin+3nah/WzKD9casxbC9+dp/+RBy8mRtMXWzIJki4lltQRBIJHnYBTGOByRh7rbhM4L1pznLHNXEBQN8ZFF3tX6e0dnc9j2rGnqE0kWk07HkiQJAEjkORijKEpIlIb7u4Rb53Umm3Xuco01GxABsWFFDg10uK/XOV2uaPpPLGnZZpNRr2cpioJRSOQ5GAdjLEakgM8zcqdeHryts9iNjz+vTc6jtAmIVMMYRRIlwSs4v/Z11vvcXJjNJO3zE63JiUa9RsNQFAVjkMhzMBHGOBqVgkJYGOoP9d9A3lsUSVKMkWIMKtaMsSwJQ9FwQBL8wVAkpMsiLLm6RJspQa/XsQxDEwQB4yCR5+BRZFmJSrIQEkNBv+BzioEBRfCCyGMAhdJhJgFpzIwhidHqWa1Gq6FpWk1RFEIIJkIiz0EMGGNFUSRJjkpSJCJFJVmWFQUrCIAkCJJEarVKraIoSkWSxH/Bo/wHe/MIm2GkXjYAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9984599351882935
},
{
"class_name": "logo",
"confidence": 0.0011548199690878391
},
{
"class_name": "pie_chart",
"confidence": 0.000120241915283259
},
{
"class_name": "stamp",
"confidence": 0.00010994932381436229
},
{
"class_name": "photograph",
"confidence": 3.8247675547609106e-05
},
{
"class_name": "calendar",
"confidence": 3.750049290829338e-05
},
{
"class_name": "page_thumbnail",
"confidence": 1.571884968143422e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.4974147234170232e-05
},
{
"class_name": "music",
"confidence": 1.4332676983030979e-05
},
{
"class_name": "other",
"confidence": 6.30614658803097e-06
},
{
"class_name": "qr_code",
"confidence": 5.8441137298359536e-06
},
{
"class_name": "flow_chart",
"confidence": 4.534053459792631e-06
},
{
"class_name": "geographical_map",
"confidence": 2.599822209958802e-06
},
{
"class_name": "bar_code",
"confidence": 2.5140614070551237e-06
},
{
"class_name": "signature",
"confidence": 2.0489117105171317e-06
},
{
"class_name": "table",
"confidence": 2.046804411293124e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.0441493688849732e-06
},
{
"class_name": "full_page_image",
"confidence": 1.920436034197337e-06
},
{
"class_name": "bar_chart",
"confidence": 1.7557304090587422e-06
},
{
"class_name": "engineering_drawing",
"confidence": 8.498047918692464e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 5.875012902833987e-07
},
{
"class_name": "line_chart",
"confidence": 3.5394100450503174e-07
},
{
"class_name": "scatter_plot",
"confidence": 3.4302291851417976e-07
},
{
"class_name": "box_plot",
"confidence": 3.3535332022438524e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.2800325066564255e-07
},
{
"class_name": "topographical_map",
"confidence": 3.19894901679163e-08
}
]
}
]
},
{
"self_ref": "#/pictures/51",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/189"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9979777932167053,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.001483977073803544,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.00016974341997411102,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 0.00011929213360417634,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 8.451620669802651e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.0110644224332646e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.5107310648309067e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.1567451767623425e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.9792933017015457e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.17412155304919e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 6.386334462149534e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 5.820532805955736e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 4.874553269473836e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 3.396716010684031e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.7367036636860576e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.453188699291786e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 2.446688540658215e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 2.389042720096768e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 2.3333866465691244e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 1.1244119377806783e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 8.31735292194935e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 4.335986432124628e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 4.126858357267338e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 3.9510678107035346e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.1446929565627215e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 3.525520497760226e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 60.02361297607422,
"t": 345.8578796386719,
"r": 91.26363372802734,
"b": 313.0776062011719,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 31.0,
"height": 33.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9979777932167053
},
{
"class_name": "logo",
"confidence": 0.001483977073803544
},
{
"class_name": "stamp",
"confidence": 0.00016974341997411102
},
{
"class_name": "pie_chart",
"confidence": 0.00011929213360417634
},
{
"class_name": "photograph",
"confidence": 8.451620669802651e-05
},
{
"class_name": "calendar",
"confidence": 5.0110644224332646e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.5107310648309067e-05
},
{
"class_name": "music",
"confidence": 2.1567451767623425e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.9792933017015457e-05
},
{
"class_name": "other",
"confidence": 1.17412155304919e-05
},
{
"class_name": "qr_code",
"confidence": 6.386334462149534e-06
},
{
"class_name": "flow_chart",
"confidence": 5.820532805955736e-06
},
{
"class_name": "bar_code",
"confidence": 4.874553269473836e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.396716010684031e-06
},
{
"class_name": "signature",
"confidence": 2.7367036636860576e-06
},
{
"class_name": "full_page_image",
"confidence": 2.453188699291786e-06
},
{
"class_name": "table",
"confidence": 2.446688540658215e-06
},
{
"class_name": "geographical_map",
"confidence": 2.389042720096768e-06
},
{
"class_name": "bar_chart",
"confidence": 2.3333866465691244e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.1244119377806783e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 8.31735292194935e-07
},
{
"class_name": "scatter_plot",
"confidence": 4.335986432124628e-07
},
{
"class_name": "box_plot",
"confidence": 4.126858357267338e-07
},
{
"class_name": "line_chart",
"confidence": 3.9510678107035346e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.1446929565627215e-07
},
{
"class_name": "topographical_map",
"confidence": 3.525520497760226e-08
}
]
}
]
},
{
"self_ref": "#/pictures/52",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A donut chart titled 'LOAN TYPE' displaying the percentage breakdown of different loan types. The vast majority of the chart is occupied by the 'Bridge' loan type, while smaller slices represent 'Mezz', 'Pref Eq', and 'APC' loan types.\n\n| Loan Type | Percentage |\n| --- | --- |\n| Bridge | 93% |\n| Mezz | 3% |\n| Pref Eq | 2% |\n| APC | 2% |"
},
"classification": {
"predictions": [
{
"confidence": 0.9593878388404846,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.020799696445465088,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.009002902545034885,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0032363440841436386,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.002755971858277917,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0019661427941173315,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0006274546030908823,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0005613369285129011,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0004305547336116433,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.00020196627883706242,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 0.00016392469115089625,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.0001542624377179891,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.00015069959044922143,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.00013818542356602848,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.00013265674351714551,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.363811891991645e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 4.8528982006246224e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 4.447263927431777e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.185067882644944e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 2.223412593593821e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.932987288455479e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.187688576465007e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.1019849807780702e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0931997167062946e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 4.774228727910668e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.462160639675858e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7mqb0n8jdztgs56q15300",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 412.58448,
"t": 520.1265599999999,
"r": 760.97736,
"b": 363.59532,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 349.0,
"height": 158.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9593878388404846
},
{
"class_name": "bar_chart",
"confidence": 0.020799696445465088
},
{
"class_name": "table",
"confidence": 0.009002902545034885
},
{
"class_name": "flow_chart",
"confidence": 0.0032363440841436386
},
{
"class_name": "calendar",
"confidence": 0.002755971858277917
},
{
"class_name": "line_chart",
"confidence": 0.0019661427941173315
},
{
"class_name": "other",
"confidence": 0.0006274546030908823
},
{
"class_name": "full_page_image",
"confidence": 0.0005613369285129011
},
{
"class_name": "engineering_drawing",
"confidence": 0.0004305547336116433
},
{
"class_name": "scatter_plot",
"confidence": 0.00020196627883706242
},
{
"class_name": "geographical_map",
"confidence": 0.00016392469115089625
},
{
"class_name": "icon",
"confidence": 0.0001542624377179891
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00015069959044922143
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00013818542356602848
},
{
"class_name": "page_thumbnail",
"confidence": 0.00013265674351714551
},
{
"class_name": "chemistry_structure",
"confidence": 7.363811891991645e-05
},
{
"class_name": "music",
"confidence": 4.8528982006246224e-05
},
{
"class_name": "logo",
"confidence": 4.447263927431777e-05
},
{
"class_name": "crossword_puzzle",
"confidence": 4.185067882644944e-05
},
{
"class_name": "stamp",
"confidence": 2.223412593593821e-05
},
{
"class_name": "signature",
"confidence": 1.932987288455479e-05
},
{
"class_name": "photograph",
"confidence": 1.187688576465007e-05
},
{
"class_name": "box_plot",
"confidence": 1.1019849807780702e-05
},
{
"class_name": "topographical_map",
"confidence": 1.0931997167062946e-05
},
{
"class_name": "qr_code",
"confidence": 4.774228727910668e-06
},
{
"class_name": "bar_code",
"confidence": 1.462160639675858e-06
}
]
}
]
},
{
"self_ref": "#/pictures/53",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9649420380592346,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.033430151641368866,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.000998785486444831,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0003178406332153827,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00013125926489010453,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.753095006686635e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.9925278795417398e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.193240106862504e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.120238059433177e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.9751090803765692e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 9.806054549699184e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.617215032951208e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.451976787502645e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.846021849720273e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.6811860556772444e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.6577050650521414e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.415747869439656e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.170443733324646e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.076010443692212e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.106014906326891e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.877700294196984e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.3732792442388018e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 7.525277112563344e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 5.2580013232272904e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0813887563188018e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.7689911453783225e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 690.5597534179688,
"t": 34.70745849609375,
"r": 726.1054077148438,
"b": 6.30963134765625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 35.0,
"height": 29.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9649420380592346
},
{
"class_name": "logo",
"confidence": 0.033430151641368866
},
{
"class_name": "bar_code",
"confidence": 0.000998785486444831
},
{
"class_name": "bar_chart",
"confidence": 0.0003178406332153827
},
{
"class_name": "stamp",
"confidence": 0.00013125926489010453
},
{
"class_name": "calendar",
"confidence": 3.753095006686635e-05
},
{
"class_name": "flow_chart",
"confidence": 2.9925278795417398e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.193240106862504e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.120238059433177e-05
},
{
"class_name": "music",
"confidence": 1.9751090803765692e-05
},
{
"class_name": "photograph",
"confidence": 9.806054549699184e-06
},
{
"class_name": "qr_code",
"confidence": 7.617215032951208e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.451976787502645e-06
},
{
"class_name": "pie_chart",
"confidence": 5.846021849720273e-06
},
{
"class_name": "other",
"confidence": 4.6811860556772444e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.6577050650521414e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.415747869439656e-06
},
{
"class_name": "table",
"confidence": 3.170443733324646e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.076010443692212e-06
},
{
"class_name": "line_chart",
"confidence": 1.106014906326891e-06
},
{
"class_name": "signature",
"confidence": 3.877700294196984e-07
},
{
"class_name": "full_page_image",
"confidence": 2.3732792442388018e-07
},
{
"class_name": "geographical_map",
"confidence": 7.525277112563344e-08
},
{
"class_name": "box_plot",
"confidence": 5.2580013232272904e-08
},
{
"class_name": "scatter_plot",
"confidence": 1.0813887563188018e-08
},
{
"class_name": "topographical_map",
"confidence": 6.7689911453783225e-09
}
]
}
]
},
{
"self_ref": "#/pictures/54",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.975548267364502,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.021438494324684143,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0022694910876452923,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.00038153716013766825,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00016272779612336308,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 4.016073944512755e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.8820597435696982e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.651525392138865e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.0966130250599235e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.9643877749331295e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.4689996532979421e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.1447260476415977e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.877565622038674e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 6.239974936761428e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 5.4052152336225845e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 5.316672286426183e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.846922481898218e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.4129852792830206e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.1777896108687855e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.4655064433100051e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 9.710397534945514e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 3.2214737188951403e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.1546838862841469e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.1127299615054653e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.7597164614358007e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.2152753470218158e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 15,
"bbox": {
"l": 689.7927856445312,
"t": 34.245849609375,
"r": 726.2567749023438,
"b": 6.40533447265625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 36.0,
"height": 28.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACQAAAAcCAIAAACGS4oPAAAHCUlEQVRIDbXBbWwT9x0A4N//nLvknNwVFHoOaXo24FI3JMhOQ9WoMEH2whWENGlFG2NKQkIDIlOjpBJMqyYSNKXdWm2dpqmrmUq+dN6GRzrvBdYhNlLWEdaC5Spgi4sZ52JMnNh3jmP7zj7/pp2ElH6cFJ6HICI8VC0vl/P30CwBEFgFCEDV2NfV2JvAQhARLIZ2J5/4O6EYiq6HVYLVimmoDL+BE3cBsRFEBIBKIa3dPmdv7mLXbQFig9VTKWaW7vyJeWxj/RPbCSICQP7z6aqu8Zv2wSOg5xLLysW1nm8RRASAnByiuSdZhw8egaqpa9EAt2EPQUQA0OQQw4us4IUVqoiFYoEiVLlSYWjarJqmWWUYxigbjzVwxWKxClCpVGoZplwpU5QNACuVir2OpWkaVkDTUGMBzikRRAQATQ4xvMgKXnjo0tWPb8XnjIohNjVf/uSa75ktai63oGba3Juv35z90asnzl748/3FdH658JTT9dntWFPj4wxDy8rdbW1bk/MPBvcfYOvqwIKmocYCnFMiiAgAmhxieJEVvGBZyuf3HTv81IaNLQ7Hphbx/EeXt7VvXdS0dDbT4Wm9Grnxq1NvnDl39m4qqeuGW3TdiM4+ITgYmr41Jz/v9b1x+t1f/GDsxR07wYKmocYCnFMiiAgAmhxieJEVvGCJJ5SdfQf27fqKo7FxU4t44cp0Z1t7RtPS2YzP0zoTCfvHJyangkoqWdINt+gKR2ebBQdD09H4XJev4/s/ffPE4aOjvQNgQdNQYwHOKRFEBABNDjG8yApesMQTSvehg3t3djsaGze1iBeuTHe2tWc0LZ3N+DytM5Gwf3xiciqopJIl3XCLrnB0tllwMDQdjc91+Tpee/ut4wNHRnsHwIKmocYCnFMiiAgAmhxieJEVvGCJJ5TuQwf37ux2NDZuahEvXJnubGvPaFo6m/F5WmciYf/4xORUUEklS7rhFl3h6Gyz4GBoOhqf6/J1vPb2W8cHjoz2DoAFTUONBTinRBARADQ5xPAiK3jBEk8o3YcO7tv1Zce6dRuaWy5cme5sa89oWjqb8XlaZyJh//jE5FRQSSVLuuEWXeHobLPgYGg6dif+Qsez3/vJj48PHBntHQALmoYaC3BOiSAiAGhyiOFFVvCCJZ5Quvu/s+u55xvXrOl4Zsv5jy53trVnNC2dzfg8rTORsH98YnIqqKSSJd1wi65wdLZZcNQyTCQWbd/89Jvv+U8cPjraOwAWNA01FuCcEkFEANDkEMOLrOAFSzyh7H6518SqnWVPfXfkg4sfPrulLaNp6WzG52mdiYT94xOTU0EllSzphlt0haOzzYKDb2gIXbr4+YP7yXT65LFXRnr6wYKmocYCnFMiiAgAmhxieJEVvGCJJxRpsG9RU+ka20u7984vLuzo2LagZtPZjM/TOhMJ+8cnJqeCSipZ0g236ApHZ59sWn8rLl+/efPefKpimmNDwyM9/WBB01BjAc4pEUQEAE0OMbzICl6wxBOKNNinLuUIoQqlwvaObV/t2q7ll9LZjM/TOhMJ+8cnJqeCSipZ0g236Lp+8zNxffPrp9+pra2lCCnq+tjQ8EhPP1jQNNRYgHNKBBEBQJNDDC+yghcs8YQiDfapSzmKoqqIDXY7y9R+42svZjVt69OemUjYPz4xORVUUsmSbrS5N//s/TPFkj6/uEBRFAAUdX1saHikpx8saBpqLMA5JYKIAKDJIYYXWcELlnhCkQb71KUcRVEAgIgVs7Jnx06jUtn9wpc+vvGpf3xiciqYSN3PLecpQv3+w/O5wnKNzQaWoq6PDQ2P9PSDBU1DjQU4p0QQEQA0OcTwIit4wRJPKNJgn7qUoygKVuDqG04ee+Uf166ePvX6mXNnEw9SyfnU2b+eZ2gaVijq+tjQ8EhPP1jQNNRYgHNKBBEBQJNDDC+yghcsc8rd3S/35pbzFEXBQ4hI0/Rmp4tv4D74+bvvnfvdO7993zDKyfkHNpsNViiUSieHhl/tHQALmoYaC3BOiSAiAGhyiOFFVvCCZVHN7j06cCsu19TUwAqIWC6XG9esPfrNb09/em36k3/X2P4HVsBqlVDUL0/+cP/uPWBB01BjAc4pEUQEAE0OMbzICl546NLVf/36L3/ILxcoisAXIaJRLttsthqbDb4IEQkhXd6Ovq+/xNXXgwVNQ40FOKdEEBEANDnE8CIreGEFRKxWq/D/IsRGUbACmoYaC3BOiSAiAOTkP9Y0rLc3dcIjUK2U1Ohv+I17CCICQOH+jLGkrNm8Hx4BPXt7+d4/13oOEEQEAFPPaXKQ4Tfam7YRGwOrp7yUWPrP3+zrn2MFH0FEsFSKC3nlYrVcILZaWC1oYrVc97jP7ugAAIKI8BCiaRYX0DRg1RBb3VqKrgfLfwHt77LokQvHugAAAABJRU5ErkJggg=="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.975548267364502
},
{
"class_name": "logo",
"confidence": 0.021438494324684143
},
{
"class_name": "bar_code",
"confidence": 0.0022694910876452923
},
{
"class_name": "bar_chart",
"confidence": 0.00038153716013766825
},
{
"class_name": "stamp",
"confidence": 0.00016272779612336308
},
{
"class_name": "calendar",
"confidence": 4.016073944512755e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.8820597435696982e-05
},
{
"class_name": "flow_chart",
"confidence": 2.651525392138865e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.0966130250599235e-05
},
{
"class_name": "music",
"confidence": 1.9643877749331295e-05
},
{
"class_name": "qr_code",
"confidence": 1.4689996532979421e-05
},
{
"class_name": "photograph",
"confidence": 1.1447260476415977e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.877565622038674e-06
},
{
"class_name": "pie_chart",
"confidence": 6.239974936761428e-06
},
{
"class_name": "engineering_drawing",
"confidence": 5.4052152336225845e-06
},
{
"class_name": "other",
"confidence": 5.316672286426183e-06
},
{
"class_name": "table",
"confidence": 3.846922481898218e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.4129852792830206e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 2.1777896108687855e-06
},
{
"class_name": "line_chart",
"confidence": 1.4655064433100051e-06
},
{
"class_name": "signature",
"confidence": 9.710397534945514e-07
},
{
"class_name": "full_page_image",
"confidence": 3.2214737188951403e-07
},
{
"class_name": "geographical_map",
"confidence": 1.1546838862841469e-07
},
{
"class_name": "box_plot",
"confidence": 1.1127299615054653e-07
},
{
"class_name": "scatter_plot",
"confidence": 1.7597164614358007e-08
},
{
"class_name": "topographical_map",
"confidence": 1.2152753470218158e-08
}
]
}
]
},
{
"self_ref": "#/pictures/55",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9649420380592346,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.033430151641368866,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.000998785486444831,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0003178406332153827,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00013125926489010453,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.753095006686635e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.9925278795417398e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.193240106862504e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.120238059433177e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.9751090803765692e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 9.806054549699184e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.617215032951208e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.451976787502645e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.846021849720273e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.6811860556772444e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.6577050650521414e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.415747869439656e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.170443733324646e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.076010443692212e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.106014906326891e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.877700294196984e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.3732792442388018e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 7.525277112563344e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 5.2580013232272904e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0813887563188018e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.7689911453783225e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 16,
"bbox": {
"l": 690.5344848632812,
"t": 34.86285400390625,
"r": 726.08349609375,
"b": 6.31671142578125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 35.0,
"height": 29.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACMAAAAdCAIAAACvy0LTAAAG6UlEQVRIDb3Bb2wT9xkA4Pd3zl04J3cFhZ5Dmp4NuNQNCbLTUDUqTJB1yxWENGlFG2NKQkIDIlOjUAmmVRMJmtJurbZO09TVTCVfOrfDI533B9YhNlLWEdaC5Spgi4sZ52JMnNh3jmP7zj6/005CSj9OCnsegojwf0EQESzV8lI5fxfNEgCBFYAAVI19bY29ESwEEQHA0G7nE38jFEPRdbBCsFoxDZXh13PiTiA2goiVQlq7ddbe1Mmu3QzEBiunUsws3v4j88iGuse2EUTMfzFV1TV+4x54CPRcYkm5sMbzbYKIOTlEc4+zDh88BFVT16IBbv0ugoiaHGJ4kRW8sEwVsVAsUIQqVyoMTZtV0zSrDMMYZeOReq5YLFYBKpVKLcOUK2WKsgFgpVKxr2JpmoZl0DTUWIBzSgQRNTnE8CIreOGBi1c+uRmfNSqG2Nh06dOrvqc2q7ncvJppdW+6dmPmx68cP3P+T/cW0vmlwhNO1+e3Yo0NjzIMLSt3trZuSc7dH9y7j121CixoGmoswDklgoiaHGJ4kRW8YFnM5/ccOfjE+g3NDsfGZvHcx5e2tm1Z0LR0NtPuabkSuf7rk6+fPnvmTiqp64ZbdF2PzjwmOBiavjkrP+v1vX7qnV/+cPSF7TvAgqahxgKcUyKIqMkhhhdZwQuWeELZ0bdvz87nHQ0NG5vF85enOlrbMpqWzmZ8npbpSNg/Nj4xGVRSyZJuuEVXODrTJDgYmo7GZzt97T/42RvHDx4+2jsAFjQNNRbgnBJBRE0OMbzICl6wxBNK14H9u3d0ORoaNjaL5y9PdbS2ZTQtnc34PC3TkbB/bHxiMqikkiXdcIuucHSmSXAwNB2Nz3b62l99681jA4eO9g6ABU1DjQU4p0QQUZNDDC+yghcs8YTSdWD/7h1djoaGjc3i+ctTHa1tGU1LZzM+T8t0JOwfG5+YDCqpZEk33KIrHJ1pEhwMTUfjs52+9lffevPYwKGjvQNgQdNQYwHOKRFE1OQQw4us4AVLPKF0Hdi/Z+dXHWvXrm9qPn95qqO1LaNp6WzG52mZjoT9Y+MTk0EllSzphlt0haMzTYKDoenY7fhz7U9//6c/OTZw6GjvAFjQNNRYgHNKBBE1OcTwIit4wRJPKF393935zLMNq1e3P7X53MeXOlrbMpqWzmZ8npbpSNg/Nj4xGVRSyZJuuEVXODrTJDhqGSYSi7ZtevKNd/3HDx4+2jsAFjQNNRbgnBJBRE0OMbzICl6wxBNK90u9JlbtLHvyeyMfXvjo6c2tGU1LZzM+T8t0JOwfG5+YDCqpZEk33KIrHJ1pEhx8fX3o4oUv7t9LptMnjrw80tMPFjQNNRbgnBJBRE0OMbzICl6wxBOKNNi3oKl0je3F7t1zC/Pb27fOq9l0NuPztExHwv6x8YnJoJJKlnTDLbrC0ZnHG9fdjMvXbty4O5eqmObo0PBITz9Y0DTUWIBzSgQRNTnE8CIreMESTyjSYJ+6mCOEKpQK29q3fq1zm5ZfTGczPk/LdCTsHxufmAwqqWRJN9yi69qNz8V1Ta+deru2tpYipKjro0PDIz39YEHTUGMBzikRRNTkEMOLrOAFSzyhSIN96mKOoqgqYr3dzjK13/z6C1lN2/KkZzoS9o+NT0wGlVSypBut7k0/f+90saTPLcxTFAUARV0fHRoe6ekHC5qGGgtwTokgoiaHGF5kBS9Y4glFGuxTF3MURQEAIlbMyq7tO4xKpfu5r3xy/TP/2PjEZDCRupdbylOE+t1H53KFpRqbDSxFXR8dGh7p6QcLmoYaC3BOiSCiJocYXmQFL1jiCUUa7FMXcxRFwTJcXf2JIy///eqVUydfO332TOJ+KjmXOvOXcwxNwzJFXR8dGh7p6QcLmoYaC3BOiSCiJocYXmQFL1hmlTvdL/XmlvIURcEDiEjT9Cani6/nPvzFO++e/e3bH7xnGOXk3H2bzQbLFEqlE0PDr/QOgAVNQ40FOKdEEFGTQwwvsoIXLAtqdvfhgZtxuaamBpZBxHK53LB6zeFvfWfqs6tTn/6rxvZfsAxWq4SifnXiR3u7d4EFTUONBTinRBBRk0MML7KCFx64eOWfv/nz7/NLBYoi8GWIaJTLNputxmaDL0NEQkint73vGy9ydXVgQdNQYwHOKRFE1OQQw4us4IVlELFarcL/ihAbRcEyaBpqLMA5JYKIOfkPNfXr7I0d8BBUKyU1+j6/YRdBxMK9aWNRWb1pLzwEevbW0t1/rPHsI4ho6jlNDjL8BnvjVmJjYOWUFxOL//6rfd0zrOAjiAgAleJ8XrlQLReIrRZWCppYLa961Gd3tAMAQUSwIJpmcR5NA1YMsa1aQ9F1YPkPEHm15s5JMuQAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9649420380592346
},
{
"class_name": "logo",
"confidence": 0.033430151641368866
},
{
"class_name": "bar_code",
"confidence": 0.000998785486444831
},
{
"class_name": "bar_chart",
"confidence": 0.0003178406332153827
},
{
"class_name": "stamp",
"confidence": 0.00013125926489010453
},
{
"class_name": "calendar",
"confidence": 3.753095006686635e-05
},
{
"class_name": "flow_chart",
"confidence": 2.9925278795417398e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.193240106862504e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.120238059433177e-05
},
{
"class_name": "music",
"confidence": 1.9751090803765692e-05
},
{
"class_name": "photograph",
"confidence": 9.806054549699184e-06
},
{
"class_name": "qr_code",
"confidence": 7.617215032951208e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.451976787502645e-06
},
{
"class_name": "pie_chart",
"confidence": 5.846021849720273e-06
},
{
"class_name": "other",
"confidence": 4.6811860556772444e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.6577050650521414e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.415747869439656e-06
},
{
"class_name": "table",
"confidence": 3.170443733324646e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.076010443692212e-06
},
{
"class_name": "line_chart",
"confidence": 1.106014906326891e-06
},
{
"class_name": "signature",
"confidence": 3.877700294196984e-07
},
{
"class_name": "full_page_image",
"confidence": 2.3732792442388018e-07
},
{
"class_name": "geographical_map",
"confidence": 7.525277112563344e-08
},
{
"class_name": "box_plot",
"confidence": 5.2580013232272904e-08
},
{
"class_name": "scatter_plot",
"confidence": 1.0813887563188018e-08
},
{
"class_name": "topographical_map",
"confidence": 6.7689911453783225e-09
}
]
}
]
},
{
"self_ref": "#/pictures/56",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9672349095344543,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.03019663132727146,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0015970192616805434,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0005302560166455805,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00016982413944788277,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 5.307450192049146e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 5.011960456613451e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 4.2206789657939225e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.5290128178312443e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.1295285478117876e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.5809080650797114e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.1912273294001352e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.053326741384808e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 9.582878192304634e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 7.795060810167342e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 7.710670615779236e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.4478879317466635e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 4.3750274016929325e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.5385005503485445e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.8815627527146717e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 1.0877163276745705e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 4.4072535843042715e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.638019000438362e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.1638456243190376e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.4123364639194733e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.7111837280481268e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 690.469482421875,
"t": 34.88922119140625,
"r": 726.371337890625,
"b": 6.32769775390625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 36.0,
"height": 29.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9672349095344543
},
{
"class_name": "logo",
"confidence": 0.03019663132727146
},
{
"class_name": "bar_code",
"confidence": 0.0015970192616805434
},
{
"class_name": "bar_chart",
"confidence": 0.0005302560166455805
},
{
"class_name": "stamp",
"confidence": 0.00016982413944788277
},
{
"class_name": "flow_chart",
"confidence": 5.307450192049146e-05
},
{
"class_name": "calendar",
"confidence": 5.011960456613451e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.2206789657939225e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.5290128178312443e-05
},
{
"class_name": "music",
"confidence": 2.1295285478117876e-05
},
{
"class_name": "qr_code",
"confidence": 1.5809080650797114e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.1912273294001352e-05
},
{
"class_name": "photograph",
"confidence": 1.053326741384808e-05
},
{
"class_name": "other",
"confidence": 9.582878192304634e-06
},
{
"class_name": "engineering_drawing",
"confidence": 7.795060810167342e-06
},
{
"class_name": "pie_chart",
"confidence": 7.710670615779236e-06
},
{
"class_name": "table",
"confidence": 4.4478879317466635e-06
},
{
"class_name": "chemistry_structure",
"confidence": 4.3750274016929325e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.5385005503485445e-06
},
{
"class_name": "line_chart",
"confidence": 1.8815627527146717e-06
},
{
"class_name": "signature",
"confidence": 1.0877163276745705e-06
},
{
"class_name": "full_page_image",
"confidence": 4.4072535843042715e-07
},
{
"class_name": "geographical_map",
"confidence": 1.638019000438362e-07
},
{
"class_name": "box_plot",
"confidence": 1.1638456243190376e-07
},
{
"class_name": "scatter_plot",
"confidence": 2.4123364639194733e-08
},
{
"class_name": "topographical_map",
"confidence": 1.7111837280481268e-08
}
]
}
]
},
{
"self_ref": "#/pictures/57",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A stacked bar chart titled 'Total Enterprise Value' representing a total value of 13,712. The bar is composed of several segments, each with a corresponding label on the left and descriptive details on the right.\n\n| Category | Value | Description |\n| --- | --- | --- |\n| Collateralized loan obligations | 3,386 | Extensive experience with CRE CLOs; 2 outstanding legacy nonrecourse CLOs totaling ~$1.8B; 2.05% over SOFR; 89% leverage; 2.5-year replenishment; CLO 20; 1 $1.1B nonrecourse; 1.73% over SOFR; 88% leverage; 2.5-year replenishment; Match-funded with locked-in spreads; Wtd. average advance rate of 79% |\n| BTR securitization | 567 | BTR CLO, improved terms over our warehouse lines; 80% leverage, 2-year replacement |\n| CLO repurchase facility | 1,180 | CLO-like $1.2B repurchase facility used to unwind 2 CLO vehicles in full; 1.85% over SOFR; 80% leverage; 88% non-recourse |\n| Warehouse & repo | 3,373 | 16 separate warehouse and repo facilities ($6.4B committed). Note: ~$8.5B secured indebtedness of which ~80% is non-recourse and ~58% is non-mark-to-market, non-recourse, long-dated securitized/CLO-like debt with average pricing of ~2.05% (w/o fees) over SOFR |\n| Senior unsecured notes | 2,050 | 6.70% wtd. average coupon rate, no significant covenants; matures in 2026-2030 |\n| Perpetual preferred equity | 657 | $427M, 6.25% rate; $230M, 6.375% rate |\n| Trust preferred (TruPS) | 154 | ~30 year unsecured with no significant covenants \u2013 equity-like |\n| Common equity | 2,345 | N/A |"
},
"classification": {
"predictions": [
{
"confidence": 0.3299882113933563,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.31713342666625977,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.250431090593338,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.03906162455677986,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.021737990900874138,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.01623791828751564,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.008163252845406532,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.005755035672336817,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.004013102035969496,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.0021634199656546116,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 0.0014384296955540776,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 0.0010845883516594768,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0009354110807180405,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 0.0005498392274603248,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.0004345979541540146,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.00022804419859312475,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 0.00011881500540766865,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 0.00011016067583113909,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 0.00010939077765215188,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 8.331532444572076e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 5.9912279539275914e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 5.1300015911692753e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.013978104921989e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 3.2254698453471065e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.148204632452689e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 7.246666882565478e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
},
"quber__figure_job_id": "parse-01m2p7mqqwztxwx5v1t4nyxs5f",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "1",
"kind": "footnote",
"label": "13,712"
},
{
"marker": "2",
"kind": "footnote",
"label": "16 separate warehouse and repo facilities ($6.4B committed)"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Source: Company-provided information"
},
{
"marker": "1",
"text": "Amounts are as of March 31, 2026"
},
{
"marker": "2",
"text": "Excludes Agency debt due to its short-term nature"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 18,
"bbox": {
"l": 23.04361343383789,
"t": 554.5758285522461,
"r": 776.2050170898438,
"b": 51.202392578125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 753.0,
"height": 504.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "flow_chart",
"confidence": 0.3299882113933563
},
{
"class_name": "bar_chart",
"confidence": 0.31713342666625977
},
{
"class_name": "table",
"confidence": 0.250431090593338
},
{
"class_name": "calendar",
"confidence": 0.03906162455677986
},
{
"class_name": "line_chart",
"confidence": 0.021737990900874138
},
{
"class_name": "engineering_drawing",
"confidence": 0.01623791828751564
},
{
"class_name": "full_page_image",
"confidence": 0.008163252845406532
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.005755035672336817
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.004013102035969496
},
{
"class_name": "page_thumbnail",
"confidence": 0.0021634199656546116
},
{
"class_name": "box_plot",
"confidence": 0.0014384296955540776
},
{
"class_name": "other",
"confidence": 0.0010845883516594768
},
{
"class_name": "scatter_plot",
"confidence": 0.0009354110807180405
},
{
"class_name": "geographical_map",
"confidence": 0.0005498392274603248
},
{
"class_name": "pie_chart",
"confidence": 0.0004345979541540146
},
{
"class_name": "chemistry_structure",
"confidence": 0.00022804419859312475
},
{
"class_name": "music",
"confidence": 0.00011881500540766865
},
{
"class_name": "crossword_puzzle",
"confidence": 0.00011016067583113909
},
{
"class_name": "bar_code",
"confidence": 0.00010939077765215188
},
{
"class_name": "icon",
"confidence": 8.331532444572076e-05
},
{
"class_name": "signature",
"confidence": 5.9912279539275914e-05
},
{
"class_name": "logo",
"confidence": 5.1300015911692753e-05
},
{
"class_name": "photograph",
"confidence": 4.013978104921989e-05
},
{
"class_name": "stamp",
"confidence": 3.2254698453471065e-05
},
{
"class_name": "qr_code",
"confidence": 3.148204632452689e-05
},
{
"class_name": "topographical_map",
"confidence": 7.246666882565478e-06
}
]
}
]
},
{
"self_ref": "#/pictures/58",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9649354219436646,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.03343570604920387,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0009994449792429805,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0003181362117175013,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00013139122165739536,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.7556652387138456e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.9930612072348595e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.195506021962501e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.121582474501338e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.976442763407249e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 9.814079930947628e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.622641533089336e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.458106781792594e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.84768758926657e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.685839030571515e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.661620439743274e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.418904952923185e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.1748120363772614e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.077999281231314e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.10723146917735e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.878816414726316e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.3753823086281045e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 7.529948931050967e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 5.261877333850862e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0826216367831876e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.776824434950868e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 18,
"bbox": {
"l": 690.7808227539062,
"t": 34.72418212890625,
"r": 725.8953247070312,
"b": 6.44354248046875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 35.0,
"height": 29.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACMAAAAdCAIAAACvy0LTAAAG6UlEQVRIDb3Bb2wT9xkA4Pd3zl04J3cFhZ5Dmp4NuNQNCbLTUDUqTJB1yxWENGlFG2NKQkIDIlOjUAmmVRMJmtJurbZO09TVTCVfOrfDI533B9YhNlLWEdaC5Spgi4sZ52JMnNh3jmP7zj6/005CSj9OCnsegojwf0EQESzV8lI5fxfNEgCBFYAAVI19bY29ESwEEQHA0G7nE38jFEPRdbBCsFoxDZXh13PiTiA2goiVQlq7ddbe1Mmu3QzEBiunUsws3v4j88iGuse2EUTMfzFV1TV+4x54CPRcYkm5sMbzbYKIOTlEc4+zDh88BFVT16IBbv0ugoiaHGJ4kRW8sEwVsVAsUIQqVyoMTZtV0zSrDMMYZeOReq5YLFYBKpVKLcOUK2WKsgFgpVKxr2JpmoZl0DTUWIBzSgQRNTnE8CIreOGBi1c+uRmfNSqG2Nh06dOrvqc2q7ncvJppdW+6dmPmx68cP3P+T/cW0vmlwhNO1+e3Yo0NjzIMLSt3trZuSc7dH9y7j121CixoGmoswDklgoiaHGJ4kRW8YFnM5/ccOfjE+g3NDsfGZvHcx5e2tm1Z0LR0NtPuabkSuf7rk6+fPnvmTiqp64ZbdF2PzjwmOBiavjkrP+v1vX7qnV/+cPSF7TvAgqahxgKcUyKIqMkhhhdZwQuWeELZ0bdvz87nHQ0NG5vF85enOlrbMpqWzmZ8npbpSNg/Nj4xGVRSyZJuuEVXODrTJDgYmo7GZzt97T/42RvHDx4+2jsAFjQNNRbgnBJBRE0OMbzICl6wxBNK14H9u3d0ORoaNjaL5y9PdbS2ZTQtnc34PC3TkbB/bHxiMqikkiXdcIuucHSmSXAwNB2Nz3b62l99681jA4eO9g6ABU1DjQU4p0QQUZNDDC+yghcs8YTSdWD/7h1djoaGjc3i+ctTHa1tGU1LZzM+T8t0JOwfG5+YDCqpZEk33KIrHJ1pEhwMTUfjs52+9lffevPYwKGjvQNgQdNQYwHOKRFE1OQQw4us4AVLPKF0Hdi/Z+dXHWvXrm9qPn95qqO1LaNp6WzG52mZjoT9Y+MTk0EllSzphlt0haMzTYKDoenY7fhz7U9//6c/OTZw6GjvAFjQNNRYgHNKBBE1OcTwIit4wRJPKF393935zLMNq1e3P7X53MeXOlrbMpqWzmZ8npbpSNg/Nj4xGVRSyZJuuEVXODrTJDhqGSYSi7ZtevKNd/3HDx4+2jsAFjQNNRbgnBJBRE0OMbzICl6wxBNK90u9JlbtLHvyeyMfXvjo6c2tGU1LZzM+T8t0JOwfG5+YDCqpZEk33KIrHJ1pEhx8fX3o4oUv7t9LptMnjrw80tMPFjQNNRbgnBJBRE0OMbzICl6wxBOKNNi3oKl0je3F7t1zC/Pb27fOq9l0NuPztExHwv6x8YnJoJJKlnTDLbrC0ZnHG9fdjMvXbty4O5eqmObo0PBITz9Y0DTUWIBzSgQRNTnE8CIreMESTyjSYJ+6mCOEKpQK29q3fq1zm5ZfTGczPk/LdCTsHxufmAwqqWRJN9yi69qNz8V1Ta+deru2tpYipKjro0PDIz39YEHTUGMBzikRRNTkEMOLrOAFSzyhSIN96mKOoqgqYr3dzjK13/z6C1lN2/KkZzoS9o+NT0wGlVSypBut7k0/f+90saTPLcxTFAUARV0fHRoe6ekHC5qGGgtwTokgoiaHGF5kBS9Y4glFGuxTF3MURQEAIlbMyq7tO4xKpfu5r3xy/TP/2PjEZDCRupdbylOE+t1H53KFpRqbDSxFXR8dGh7p6QcLmoYaC3BOiSCiJocYXmQFL1jiCUUa7FMXcxRFwTJcXf2JIy///eqVUydfO332TOJ+KjmXOvOXcwxNwzJFXR8dGh7p6QcLmoYaC3BOiSCiJocYXmQFL1hmlTvdL/XmlvIURcEDiEjT9Cani6/nPvzFO++e/e3bH7xnGOXk3H2bzQbLFEqlE0PDr/QOgAVNQ40FOKdEEFGTQwwvsoIXLAtqdvfhgZtxuaamBpZBxHK53LB6zeFvfWfqs6tTn/6rxvZfsAxWq4SifnXiR3u7d4EFTUONBTinRBBRk0MML7KCFx64eOWfv/nz7/NLBYoi8GWIaJTLNputxmaDL0NEQkint73vGy9ydXVgQdNQYwHOKRFE1OQQw4us4IVlELFarcL/ihAbRcEyaBpqLMA5JYKIOfkPNfXr7I0d8BBUKyU1+j6/YRdBxMK9aWNRWb1pLzwEevbW0t1/rPHsI4ho6jlNDjL8BnvjVmJjYOWUFxOL//6rfd0zrOAjiAgAleJ8XrlQLReIrRZWCppYLa961Gd3tAMAQUSwIJpmcR5NA1YMsa1aQ9F1YPkPEHm15s5JMuQAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9649354219436646
},
{
"class_name": "logo",
"confidence": 0.03343570604920387
},
{
"class_name": "bar_code",
"confidence": 0.0009994449792429805
},
{
"class_name": "bar_chart",
"confidence": 0.0003181362117175013
},
{
"class_name": "stamp",
"confidence": 0.00013139122165739536
},
{
"class_name": "calendar",
"confidence": 3.7556652387138456e-05
},
{
"class_name": "flow_chart",
"confidence": 2.9930612072348595e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.195506021962501e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.121582474501338e-05
},
{
"class_name": "music",
"confidence": 1.976442763407249e-05
},
{
"class_name": "photograph",
"confidence": 9.814079930947628e-06
},
{
"class_name": "qr_code",
"confidence": 7.622641533089336e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.458106781792594e-06
},
{
"class_name": "pie_chart",
"confidence": 5.84768758926657e-06
},
{
"class_name": "other",
"confidence": 4.685839030571515e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.661620439743274e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.418904952923185e-06
},
{
"class_name": "table",
"confidence": 3.1748120363772614e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.077999281231314e-06
},
{
"class_name": "line_chart",
"confidence": 1.10723146917735e-06
},
{
"class_name": "signature",
"confidence": 3.878816414726316e-07
},
{
"class_name": "full_page_image",
"confidence": 2.3753823086281045e-07
},
{
"class_name": "geographical_map",
"confidence": 7.529948931050967e-08
},
{
"class_name": "box_plot",
"confidence": 5.261877333850862e-08
},
{
"class_name": "scatter_plot",
"confidence": 1.0826216367831876e-08
},
{
"class_name": "topographical_map",
"confidence": 6.776824434950868e-09
}
]
}
]
},
{
"self_ref": "#/pictures/59",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "The figure is a donut chart representing the 'Unencumbered Asset Pool Composition' with a total value of $3.2B in the center. The chart is divided into eight segments representing different asset types.\n\n| Asset Type | Percentage |\n| --- | --- |\n| Pro forma unrestricted cash | 12.6% |\n| CLO equity | 34.2% |\n| Total unencumbered securities | 6.0% |\n| Other assets 1 | 13.0% |\n| Investments in equity affiliates | 1.8% |\n| 1st mortgage loans | 12.6% |\n| Mezzanine & preferred | 11.9% |\n| Net MSRs | 7.9% |"
},
"classification": {
"predictions": [
{
"confidence": 0.9827248454093933,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.006901008542627096,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.004563044290989637,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0029063974507153034,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0017915199277922511,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0007213493809103966,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0001265226019313559,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 8.229394734371454e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 5.336290632840246e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 5.111384962219745e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.9382912796572782e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.835844523156993e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 1.1774440281442367e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 9.023232450999785e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 7.1176050369103905e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 3.4346251140959794e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 3.309444537080708e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 1.3033036339038517e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.1313130698908935e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.0129156180482823e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 8.137747613545798e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 7.103327561708284e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.257332418295846e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 3.3621651596149604e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 2.2926485598873114e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 9.527260402819593e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7my64bknssn2zsv9cgqjv",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "1",
"kind": "footnote",
"label": "Other assets"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "Source: Company provided information. Amounts as of March 31, 2026"
},
{
"marker": "1",
"text": "Other assets are comprised primarily of interest and exit fees receivable, operating lease ROU and fixed assets, deferred compensation assets, and other receivables"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 37.161041259765625,
"t": 451.9059753417969,
"r": 368.1308288574219,
"b": 159.08132934570312,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 331.0,
"height": 293.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAUsAAAElCAIAAADiK1fjAAAgAElEQVR4AezBB1hU57ow7Odda9bMMPSBYehVihRRbNglibFhYoLGxNiwN2zYsGIHe2/RaIo1phhjiil2RVQUC6KISm9DG4apa73Pn+05uf7sa++cL0WkzX0TRAQzM7MmiiAimJmZNVEEEcHMzKyJIogIZmZmTRRBRDCrY4IgXE1JLa+s7Nalk9ze/lHW4+KS0k4d23McB79TWVlVo6lxd3NjGAYABEFISb2RX1DQtk3rFn6+AFCj0Vy8dFUQhJ7du0il0ouXr6beTHO0tx/Qv6+J56+kpBoNBktLy9CQlv4t/MDMDIAgIpjVMbVaHTdz7pWU1LjJ46dNmbj7gw8vXr66Y/N6OztbANDrDWIxxzDMp4ePXbqasjJxkaODAwCoa2qmzZp3JSW192uvbEheKRaLv/7m28SVSVKpdN+ubfkFBUnrN/Xp9VqNRhPVo1tFRUXyhi2dO3UsKSmt1WrXr14RGOhvNBoRQCIWQyNhMBrLylQ8z9va2tjb2cGfc/Va6pFjn7dpHT5q+HuEEDD7HYKIYFbHqtXquQlLiotLBCps2ZB84dKVC5eubN2QrNXqdn+wP/PhI09Pj1d6dj/w8aGnz3IiO7SbFz/T1dW5Wq2ePX+xRqPR1mpXJC4ODQmcNXdhVbW6rKwsedXycxcufvHVqd3bNgUEtKCUHvvsi0NHj+/fvb24pHTytFnzZs+USMSHj51gCBk/ZlSnyA7QGJz85tsNm7c7OTka9PpOkR2nT5lkaSmD/5PeYJg5e77RxE8aN7pd2zZg9u8IIoJZHauuVs9OWOTj7fXwYVZQoL9cLk+9cXNj8uq9+w/eun1n/JiRnxw+Zm1jJbOQpd+9N3nCmB5du1pZWVar1fFzF7q7ueYVFLRr0yaqZ7fFiStffaXn6e9+SF61TKvVJSxOZFnRwDf6j3j/vdPf/bB1554ukR1Ly8pEItHUyeNXr93g7+vbv29vZ2elt5cnNAZHjp04+MnhlcsWPXnydMv23WtWJlpbW9XUaB5lPe7UsYOdnc3X33yn0Wg6RXbo0imSYRgA+Pns+eQNm328vaZNntgyKODs+YvXb9ySy+2i+/ZxdXW+ePkqAD548DA4uKUg8JTSm2npXbtEchz3y7mLbdu0iurRvbCo6MyPZ0vKSlsGBfTp9ZpEIoEmhCAimNWx6mr1zLkLunXp5Ogg37V3v6+Pj4k3LVuUkLB4WY1GE9E6/P6DB97e3i5Kp5TU67u2bbK2sgKAarV6xuz5Ea1bc5zo6rXrPt5elZWVA9+IXrdxS9LKZa3CQh4+evzRocM//Xx+6JAYZ6Vy974DHdu3TbuVPqB/30njYzdv23Xm57OvRfUcOXyos9IJGoMjx04cOnp8z47NDx89TlyxZtmSBT+fPX/+wqVWYaFRPbqdOv2dpaWlg4P8Ssq1efEzXn/tFQD47POvtu/aq1A4xk0eX1RUcvDTwz26drl7P8Pa2mrZkgWJy1dnPspq37ZNYEDAoaPH3V1dTbypqLjE28vLYDBUVFZu27j2XkbmvXv3JVLJTz+fnTltSv++vaEJIYgIZnWsulo9c25C506R7787aPK0+Dt377dt03pl4qL5ixOlUum42BFAiL2d3Xdnfjp77sLWjclKJydCSLVaPT1+fruI1j27d502a55Wp5s+ZWJQUEDCosSklct8vD0trax4k2nqjDliMdcuos1Xp77dsWX9T7+c/eTw8d3bNjo7K6+l3ti0bWfXTpEJc2cRQqDBO37iy83bd4YEt1Spyv39/BLmzVqdvLGiomLXto0//nx249ad+3dv8/L0GBY7PjDAf8mCuQBQU6OZMmN2l04dJ4yNHT1+ipub64qlC89duLhi9brk1cv27jtoY2O9LmllyrXrC5YsS161jGGY+HkLlyyc7+biMmXG7DUrloSGBN+5d//x4yefHjkWM/CNcaNHQhNCEBHM6lh1tXrKjNldO0dOHDf6+x9/mrdgaevwVju3rP/q1LcHPznUs1tXXhBatwoTidjlq9eGtwpbPH+Oh4dbtVo9eVp82zatp04aN2HKjKzH2Yc/2lemKp+zYPHG5NUXL1+5ePmqlaXl02c5UyaNMxlNH3706Qe7thIC4yfPaNumtUQiJgxJuXb9zTeiJ4wZBY3Bsc++2LPvwHtDBkW0CQ8LDeZE3Oz5i0WcKHll4rHPvth/8OOPD+x1dnIaM2Gqu7vrssULAKCysipu1tzOke3HjR41YvSE1uGt5s2ecS31xsKlK1avWLLvw48DA1rEz4i7dCVlZdK6bRvX6vT6uQlL1qxcamdnNylu5pIF866mpN6+c7ddROvvz/z89sAB40aPhCaEICKY1TGe5+/cve/gIPfy9DAYDGm371hIpa3CQo1GQ8r1GxkZmVaWVl27RDo7Of3w8y9arW5Avz42NtY8z9+5d9/WxsbP1+fho8fV6up2EW3UNTUZGZlhocEaTe3Fy1erqquDgwIjI9uXlpbl5OSFh4dJJZLb6XcJITq9Lv3OfQ931x7du1pbWUFj8OnhYx99enjvzq0+3l4AIAjCzDkLGJbZvG7NjbS0eQsS34ju6+LivGffwakTx7715gAAqKionBg3s0unjtOnTlq+Ojn1RtrUieN+Onu+qLg4aUXigiXLgoMCE+bGX7h0ZcnyVbu3bdLp9TNnJ6xLWiGXy8dOnLo4Ye6hI8dtbKy7du60deee996JmThuNDQhBBHBzKxhSEm9fuHSlVHDhjo5KQAAEY8cOwEEhg4ZRCl+/c2335/5WaC0W5dO78QMlEqlAFCr1X70yWH/Fn69Xo0qLCr68KNDT58+k9vbD3v/nVahoXv2H3B3dY3u1+dR1uPPv/p61PChJhN/+Ohn774TY2kp23/wk3diBubmFRw78bmD3MHGxqZDu4ie3btCE0IQEczMGgkTz1NKJWIx/DGtTiezsIC/gud5lmUJIdDkEEQEMzOzJoogIpiZmTVRBBHBrL4hoiBQAAQAQhiWZeB3yssrODFnY20N/6G2VltaVubl6cEwDJiZ/QeCiGBW33748ecTX35NGMISRiqVxE2e4OvjDQAajWbv/o9u3rot5rh334np3evVlGvXj3/+pZOTYvzoUXK5/aZtOyUSycSxsQzDQLOEiIQQ+It4nkdEjuPgL6KU8jzPcRwhBBoDgohgVt/u3c+4eu06IeT8hcs5ebkH9+7y9fUGgKOfffHhwU/mzpqWeiPtelraxuTV23bs8fTyuH//wcA3okUi9suvTy9ZMNfVxRmaupoajaq83MPDXcSy8JuTp75Nv3svbvJ4ezs7+I3BYCwsKlQqlTILC/gD+w9+/ODho9XLlorFHPwVN9Nub9u9d+HceP8WftAYEEQEs4ZBr9OPnRTn5e25fPEClmUBIGn95vQ7d/bv2XHz5q3lq5NXLF34xclvLCwsioqLW4e3unP33sSxo1uHh0EDRikShhAARAQAQgCAAIDRZBJzHAAgIiGE53nmOZ7nBUGQSCTwnF5vEIlYkUj0/ZmfPjl8bN2a5S7OzgBACDGZ+EtXrmY9zn7vnUHW1laIaDAYxWIu81HWitVrp0+Z2LFDO0IIAOj1BrGYYxgGAARBQMQt23bdunNn/+7tEokEnqOUGk0miVhMCAEA/jmxRMIQAgBGoxEBJGLxhUtXVqxZuzF5dVCgP8dx0OARRASzhuGrr09v2rojaVVip44d4LnvfvhxzbqNEa3Da2o0j7Kyt2xMkkgkX3/znYPc/l5GRgtf37CQYIZhO3ZoK5VKoeEpU6l27d3/RnS/oMCAnXv2tQoN8fL0OPHlSQLk2vUbnSI7TB4/5utvvs/Lz3+Y9XjokMH2drYfHPiourq6a+fObw+MPnLs8+s303y8vYYMenvrzt230+927NAudvjQS1dTNRpNWVlZ2zat1TU1Y2NHVFZV7dr7Ydbj7JDgllqt9sxPZ1v4+UyeMDYo0H/3BwcyMx+6urpOnTRep9Nu2rZLp9MxDGFZdve2TRKJBAAeZz/ZuWdfQWFR926dx8WOSr1x88ixE5VVVd5eHlMnjk+/e/foZ18whJk8cawgCAuXrgwLDS4oKGzXts3USeMtZTJowAgiglkDoNFoZs5JYEWiDUmrLC1l8JyJN6VeT8vLyy8sKv7+zE9bNyYHBQYAwMeHjjx8lOXo4Hj/wQOtVvfeO4MG9O8DDc/TZznjJk+Lnz61a+fIsRPjoqJ6tAlvFTdz9uuvviKXy7869U3yqmVffX36SkrquNEjQoODN27dEejfok2b8B27PujYoe3lq9dGjxzm7+fr7u5+9NiJk9+cnhE3JaCFX9ysuQqF46TxY66lXk+7lb5109oPD35y81Z63OTxarVGXVOz+4MPB8cMHDig/6Gjx9PT740fM/Ljw0cdHR1NRmNRScmb/fsdOvaZwsFh9/ZNEolEbzAsWrqiorJq9Ij3azSabl07p6ff1dTWUorbdu7p3evV6zfTfLw9+/fp7eHhlpdfMCN+/qtRPRwcHb48eWpj8qr27dpCA0YQEcwagB9//iVxZdKCufH9+/YuKS09+PGhHt26tQoL0et1hDDbdu55lpu7beNaS0vLCxcvf3z4aMLc+P0HPnZzdSkqLnF1cZ48YSw0PM9ycifGzZw1bUqXTh0nTJnRo3vXsNCQJctXbd+4TiKVTJo2a+qk8RcuXjYYjZvWrr5z7/70+HmhwS0dHRxupN16tWePu/czqqqrhw4ZPKB/359/Obtt197DB/cZjMYRYydOGBv79psD9u4/eP7CpTUrExcsWdYmPDx+xlQAyMx8OGPOghWJC9u3bTNi9EStThfROjzz4SOxmCuvqOzX9/VxsSM3btl++87dD3ZulUgkRcUlU6bHD+jXJ3bkMHgu63H2Dz/9UlxckpJ6/a03+vO88M13P7wW1XPMqOEPsx4vW5W0fdM6iUQ8ceqsmdMmv/7aK9CAEUQEs/omCMKyVck5ublbNiTb2dpmPc6ek7B45PChvt7em7buMJqMiDAzbnKH9m1Ly8pWrF4b3a93716vnf7uzKGjx62sLKdPmRgS3BIanpzcvLGT4qZMGNs2os3UGbMH9O8bGhK8dMXqLeuTOI6bHj9vyqTx5y9cFqiwbvXyO3fvzZiT8M7bb0V2bAeEuDo7m3j+9Hc/fHL4WNLKxKqq6q07d+/btY1lmNETp04eP/aN6L579h24cPFy8urlixJXOCuVKxMXGQzGrMeP5y5YunB+fJdOkWMnxsksZeNiRzAMYzKZ1m7c2q5txIy4SctWJuXl53+wc6tEIiktK5scN6tD+3bxM6bW1mpZlomft0gqlUT367Nt557+fXsPHTLo6rXrm7btjOrerVNkh5VJ6zavW8NxXNysuTPiJr/+ahQ0YAQRwawB0On1LMuKOQ4AENFoNIo4DhBzcvO0Wp2Pt5elpQwANJraMlWZt5cXIQQAtFotw7BSqQQapJoaTdysOXl5Be7urlmPn4weOSwkuOWCJct2btkgFosnxc2cMW3KL2cvCAK/ad0adU1N4oo1uXn5nTp20Op0bq4uDx9lMQxz+87d5JXLdHrdrDkLAgP8h7//btL6TRPHjX7rjeide/b9cu7CBzu3fPPtmV179/n5+VhbWc+YOmnOgiWCwM+cNqW4pPTgJ4d6dutKKQ0KCsjJyfvy61N+vj6FhcVubi57d2yRSCSCIGzdsefEFyd9vD2VTk7z58xYs25TXn5BUGDAxUtXXnu1JyBSxJRr1we9PTCghd/i5at3blkvFosnTJ0xZ+a03r1ehQaMICKYmdWZR1lZl6+m+vh42Vpby+VyG2vrjMyH4WGhDEPS79zz8/NVqcqR0pCQlgBQWlp24dKV4pJSLy+PVqEht26lF5eWtotoE9Em3Gg0nj1/sUxV/krP7vkFhd5eHs5K5bOc3DKVqk14K5PJdPHy1afPckJDgju2b3sj7fbde/d7duvi6elxNfV6RkamlaVVt66d7O3sfvzlHKW0ZaA/pdgqLIRhGABQq2vOXbhYUlIa0aZ1RJvwvPyCcxcv2drYuCiVDg7yMpXq1u07Hu5uUT26GY2mjMyH4WGhDENu37nn7+erUDhCA0YQEczMzJoogohgZmbWRBFEBDMzsyaKICKYmZk1UQQRwcyskUAAAv9Lq9XWanWODnJCCPw7SqmqvMJCKrW2toJ/l19QKJVKHR3k0DwQRAQzswZPbzCc/Pp0Sur1sbEjQoJbfnny1Nenv9doNKHBwRPGxTorneA32U+efvDhR7l5+S7OzpMnjPnl3IW79zN6v/ZK/769s7Ofbtmxe9zokWGhwdA8EEQEM7OGDRH37Dtw+rsfSstUa1ct79a10+Gjn7EiNvNh1hdfnVo4f/a7g9+G53Q6Xfz8RSzDTBo/GpHkFxQcPf55ZMf211JvLF+ycNuuPYEB/rEj3ieEQPNAEBHMzBo2RMx+8vRpTs7a9VsWzZ/To3sXeO6XcxfmJCxOmDNz0NsD4bmMzIez5iwYM2p4Cz8fL0+PR4+zt+/cGxoanJdX4O/nW15VuXzxAkIINBsEEcHMrDG4lZ4+e97iJQvm9ejeBQCqqqvnL1xao9FsSF7lrFTCcynXrsfPW+jh7saKWI2mNmHOrLyCgqdPc2Qyi/S792IGDqAI/n6+/i38oHkgiAhmZo3B7Tt34ucuWrZ4QdcukTqdLnnDlvQ791YtXxwcFAi/uXrtesKixCUL5/n7+U6ZMbtv716Txo+prKxaunJNeFho2q3biMDzfPKqRHt7e2gGCCKCmVmDpyovv3L12obN26dMHBfVo9uR4ycOHTk+cvjQDu3ayuX2zs7Kjz894qxUhoUGT5o2a/SIYaEhLecuWDri/SExb725eu1GR7m8a5dO6zdvHfz2wKPHP1+zItHLywOaAYKIYNYM4P8CfI4iGoy/MgkClUo4G2urwtISvV4v4jgRy0rFEpmFBcsyLMMyDEMIgfq2Z9+Hp05/X1OjsbW16d+vz92799Nup1vKZAajoderr0ydOG7eoqXenl5zZsVt3bnnl7MXJBKxp4f70gXzLqek/nz2XOKi+QzLrt2w5dHj7A5t28RNniAWi6EZIIgIZk2O3mCo0Wh1eoNOb9DUaquqa6rUNTWaWr3BqDcY9QaD0Wii+C+UotJRPrBfj/GL5915mCkRcwBACLGSyRRyBycHB4XcwUnuqHRwVDg4WFtaWltayW3t3Z2dxRwHL5FerzfxPMuwlAoiEUcIEQQBfwUoEomkEonRaCSE4TgRpfRZTq6JN/l4e4s5Li+/wFImk8vtAYDneb1eL5PJGIaB5oEgIpg1cogoCIJaU1tcWl5cVl6mqqyqrtFotVqdXqs38DxP/gcQQuBXhBD4DaWoVMgHDXhl1PxZtzMzxBwH/wOR4v+glOK/AMikUmtLSwc7uauT0tvNLcQ/KMQ/IMjXVyqRciIRmDU8BBHBrHGq0WjLK6tKVZXP8grzCkvUmlrhf1BKgBCG/C/4v1CKSoU8JjoqNiE+PTNDzHHwxxCRIlJKBUEgBMScmOM4K5llgLdPWEBQcAt/H3cPf28fua0dmDUMBBGhKUJEACCEwF8hCAJhGIYQaKgopVXVNY+e5ubkFaoqqlQVVbVaPWEIQxhCAIAQAn8JpahUyGOio2IT4tMzM8QcB38aIgIAIlJKBUoFKjjayf29vdsEh/bs0CmydYSVTEYIAbP6QxARXq579zPS794PaOHXrm0bQoiJ51NSUgsKizp36ujp4Q4vgsnE7/ngQyBk4rjRIhELf4JarT762Rc3bt6SWcrejO7Xs3tXQgg0GCaeLyktzy0oznz8NLewxGg08YJACGEZhhAC/wClqFTIY6KjYhPi0zMzxBwH/wCl1MTzACCVSJwcHLu1bR8V2TnYzz/AxxfM6gNBRHi5ViStO3TkuL+f354dm1xdXO5lZM6YPa+oqGRxwpx334kBAL3BwDIsx4kQURAE8htKKQIQAJZlAYDneRPPS8RihmEQkRCCiCaTSSwWC4Lw5clvCCFvDugnEokEgVIqcBwHz/H/IkilEvidw8dO7Pvwo8kTxpy7cKmgsOjgB7tsbW2gviFiRWV1+oPHT57lFZeVq2tqmX8hv4IXhFJUKuQx0VGxCfHpmRlijoMXAREpIs/zhBBvN/fgFgGdWrd949Verk5OYPYSEUSEl2tl0vpbt+/wPD/svcGDY97asWff5StXq6rUI4e9F92/z0efHrl46YpMJhsbO1yn0x8/8SUient7RvXodvT453q9wdLScvKEMaWlZZ8cPlpRWenh7j57xrR7GRnXb6ap1TX3Mx4MeuvN94YMOnLshEApQ5iy8rLs7Keq8opJ48dE9eiWknr94MeHq6qrO3VsHztymI21NTx3/MSX+w9+MmXi2G++/cHOziZpxTKGZaD+aGq1T/MK7j7IznqSqzMYKKUswzIMgReNUlQq5DHRUbEJ8emZGWKOgxcKAQSe5wVBJBIp5PI+3Xq+3atPu7BwMceBWd0jiAgv1/LVa0vLVNZWlnqDMWH29DkLlrZv1+bc+UtDBr0llUp37d0/feqkKymp2U+ezo2fXlhYtH33B95englzZj15+uzjT4+UlJZt37yuoLCopqYGATdv3Tlq+FC93rBj7/5h771TVFR8+87dD3Zs2bx9l8lkYhk2/e69EcPe+/mXczJLy4Xz4hMWJQYFBbRt03rj1p1xk8e/0b8vPPc4+8mkuFmlKtWAfn3GjBr+KOtx6/BWSicFvHSlqoq0u5lZT/OKSsoESlmGIYRAnaEUlQp5THRUbEJ8emaGmOOgbiAAUmrkTbZW1u3Dwt/q1ad3t572NjZgVpcIIsLLtWxVclV19WtRPfbu/6hH187X027NiJu0buPWQW+9mZuf/8OZn3v26FpUVFJVXb153Zr0u/c2b9+1etni8FZhmQ8fzV2wdNTwoW8PHJD1OPuHH38uLim9kpI6fOgQQuC7H37av3t76o20tRs2bdmQ/OFHh0wmIwAwDLM+aeXOPfuupl6fMHrU0pVJwYEBCoXjtes33hsyaNh7QwCgqrp66Yo15RUVJqPJ2srq9V6vfHr4+PIlC1qHh8HLQinNLSi+kf4g49GTWp0OAFiWJVDnKEWlQh4THRWbEJ+emSHmOKhjlFITb+JEnIeL66A+/Xp37REeFAxmdYMgIrxcy1Yll5dXzJs9I37ewuwnT/v1eX3C2NjJ02a9OzimsKjo7PlLCXNmyGQyiVQqFYvnLFjSpVPH6XGT9Dp9wuLlvGBan7SKZZi4mXOlUskb0X237dz7xoB+DCHfn/l5z/bNN9Jurd+8bfO6NR9+dMhkMgIAy7JrV6/YuXdf6vUbE8eOXrx89aCBb0R2bAcAbm6uCkdHALif8WDS9PjJ48Z079pl3qKl9+8/CAsL3pC8ytHBAeoepTT7Wf61W/eyn+VpdQaWZQgh8LJQikqFPCY6KjYhPj0zQ8xx8FIgIkU0mUxKR8eeHSJHx7zbLqwVmL1oBBHh5Vq8bFVZmWrrxrVbd+4+8NGnWzYkt41oPXTEmJHDhvr4eC1dsSY8LNTezk5ub6czGPZ9+FF4q9CggAD/Fn7JGzZ7e3v6evsMGfzW0eOf5+TlBwcGnLtwadSI9xHp6e/OHNi7M/XGzaT1m3Zu2bB3/0cmkxEAWJbduHbNtl27L19J2bwhecOmbc9ycjtFdqiuVg96681WYSEAUFFZmbh8zZNnz7p16XTn7n1VebnRZBr89sDJE8ZCXeJ5PvtZ/oXUWzl5RSYTz7IMIQReLkpRqZDHREfFJsSnZ2aIOQ5eLkEQTDxvbWU1qHe/kW8NDgsIBLMXhyAivFwPH2YZjIZWYaFFxcWPs59GtAnnOC7t1m0Pd3dXF+db6Xdupt0CIO0i2lhaWubm5fE8L7WQuru65uUXGI1GAGjdKsxoMv1y7oKdrY2zs9LVxRkRSkpK27RuVVlVlfU4Ozws7FluLlIEAEIgJLjlk2fPKsor20a0LlOpLly8UlxS6unu1q1rZ3t7O3iutKzs8tXUwsJCdzfXVqEhT3NyCYGoHt2hziDgLxev/3IpVaCUYVhCoF5QikqFPCY6KjYhPj0zQ8xxUB8Q0WAyujopB/fpPzpmiLuzC5i9CAQRwezlUtcaMvPKlPZW6oqyoyfPICIhBOoJpahUyGOio2IT4tMzM8QcB/WHFwRKBVcn5zGD3x3Uu5+rkxLM/hmCiGD2shhMfHZBRU5pVa3eZC0Tdwv1OnHqzL2H2ZxIBPWEUlQq5DHRUbEJ8emZGWKOg/omCAJF2tIvIDZm8Dt9omUWFmD2dxFEBLOXolClfpBTVlWrJwQYQgSKIT5KC2Lcf+Qkz1NCoF5QikqFPCY6KjYhPj0zQ8xx0DAYTSZCSJeIdosnT48ICQWzv4UgIpjVMb2Jf5SnelpUKVDKEALPUQSZRNQl1Ou7n87fvJMpErFQHyhFpUIeEx0VmxCfnpkh5jhoSIwmo5PcccK7wya8O1QiloDZX0QQERobREy/ez/z4aOO7dv6eHvB34WIGZkPLaRSXx9vqDPFFTX3n5ZU1xrIv8DvCZQGejjJLeDDo1/XanUMw8BLRykqFfKY6KjYhPj0zAwxx0EDwwsCUtqzY+T88VMjQkLB7K8giAiNTWFR0aS4eLmD/cSxsR3bt4N/YPyU6V4eHgvnz4Y6YDTxmXllz4qreIEyhMB/wzJMz9Y+5y9fu3jttkjEwktHKSoV8pjoqNiE+PTMDDHHQYNkMBqdHRVTh48a9fY7UrEYzP4cgojQAPCCUFxcIrOwyMvPF3FcUIA/z/OlZSqGIRWVVcFBgUXFJTm5eUonhZen53dnfty4efu0KRP79eklFoszHjys0dS08PVVKBwLC4tEIlFxaamD3J4QYjSadHp9oH8LQsijrOzy8nIvTw83N1e9Xv8g8xHHiTZt2+nt7bV4/hx40YrLazJySis1eob8ClLvRQMAACAASURBVP6IQNHTyc7P2XrPxyfUtVqGEHi5KEWlQh4THRWbEJ+emSHmOGioeEFAxKjIzosmxYUFBIHZn0AQERqAisrKxJVJanVNSUmJwWicMyPOz893VdJ6vcFga2M9KGbgp4eOIYDRaHxzQL+U1BuXLqcE+PstWTDv+s20b779nuNENjY2s6ZN+ejTw0+f5Rj0xqie3VJvpNXW1vp4ey1fuvD7Mz8dOf65RMwxDBM/I+7i5avHP/vCzs62orKqf9/XE+bMgheHIj7KUz3KV/ECZQiB/xMisAzpHOZ17+79b89e4UQieLkoRaVCHhMdFZsQn56ZIeY4aNiMJqOLk3Le2Envv/EWmP2/EESEBkBVXj4xbqa7m1v89KmrktYTAuPGxM6cPW/ggOjRo4YnrlxTrVbHTRr/wYGPCSEDo/ut37J9xZKFCoXj1Blzer8WFRHRZvmqpCGDY66kXNPrDeuTVjzKyp67YMmEcaPfeydGW6sdOykuonX466+9sn7LNidHp5y83IHRfbt17TpzTkLXLpEL5sbDC6I38nefFueVVhMghMCfIVB0dbQOdrc/cOxUcamKZVl4iShFpUIeEx0VmxCfnpkh5jho8Ew8L2LZSUOHzxw1zkomA7M/RhARGgBVefnUGXNef+2V0SOHbdi8Pe12+qxpUxYsXZ64aH6H9u1ix06q1WqDgwKrqqsDAwPCQoKT1m1at2Y5Ik6Pnx8Y0EJub19ZVdW3z+tfnDzVMjBw7qxpl66kLF+VvGnt6pCQls9ycsdNmubh4ebq7Fyj0VhbWd1Iu7V86YIO7dpNjJvp7ua6aP4ceBGqa/Xp2cVlVRqWYeCvQITOoV5PnmSf/OE8wzAEXh5KUamQx0RHxSbEp2dmiDkOGgOKFCkOeKXX6llzFXIHMPsDBBGhAVCVl0+dMUfh6DB65PDN23Y6ODiMeH/InAVLli6c37VTx2nx8w16/YJ58QggEony8wsWL1+1IWmlra3txKkzBw7oPyC6T22t1sbaeu7CJS2DAufPnnnx8tVlK5M2rl3dKixEVV4+ZmJcpw7th78/RK83FJeUrFizrm/vXh3aRSxdsaZHty4L582Gf6y4oub24yKt3sQwBP4igaLC1rJtgPOBoycLikoZhoGXhVJUKuQx0VGxCfHpmRlijoNGAhENRmPH8NbJsxeEBQaB2X9DEBEaAFV5+fT4+aVlZWJOLAj8ooS5CkeHhMXL5s2e0bF9u8tXUjZs2SGVSggh/fv2bhkYsDJ5feLCecFBQfsOfnTy1HcKhSMnEo0fM+rQ0eO+vj7Tp0y8dv1G8vrNKxMXBbcMQqRHjn1++NhnDg5yRBgx7N179x98/uXXSqWCE3Ed27edETcZ/pnswvIHz8qMgsAQAn8LRezQ0qOitPjoyTMAQAiBl4JSVCrkMdFRsQnx6ZkZYo6DRsVgNPq4eyTNnv9qp65g9h8IIkIDoCovnzJ9dtfOnd6I7iuVSpVOCkqp0WjkxGKWYQCgWq3Ozc2TyWQe7m4ikchoNIrFYoZhAKCgsEilKlc6KRQKR14QGEI4jhMoNRmNYrGYYRh4rqS0tLik1EEud3VxRsRnOblWVpZye3sA4DgO/i4TTzNySp4UVgIgIQT+LkS0spB0DnE/fvJMZvYzEcvCS0EpKhXymOio2IT49MwMMcdBY2M0mWytreeNmzRm0LsMw4DZ7xBEhAagorIyfu7Cnt27jhw+FBoPXqC3sgrzy6oBCCHwD1GKrVo4g6H2wLFTiEgIgbpHKSoV8pjoqNiE+PTMDDHHQSMkUIEhzKShI+aOnSgRi8HsNwQRoQFARK1Ox4lEYrEYGgkjL9zKKswvU7MMgReBIlpKxV1CPU/9cPb2vUciEQt1j1JUKuQx0VGxCfHpmRlijoPGiSI18ULs24OXTYuXSaVg9hxBRDD760y8kJZVWKBSM4TAiyMINNhHKWP4j46f0ukNDMNAHaMUlQp5THRUbEJ8emaGmOOg0UJEE28aHfPugolTba2twQyAICKY/UUGk3Arq6BAVcMyBF4oBBAxTFQbn5/OX7l6866IZaGOUYpKhTwmOio2IT49M0PMcdCYIaJGW7t+3qLxQ94HMwCCiNDgVVZVESB2drbwnLqmxmTi5XJ7Av8/RHz4KKtMVR4cFOjgIDeZTKrycns7O6lUCgA3024j0nZtI+AfM5mEG48KisrVDMNAHaCU+ro5uNlLd390Qqc3EEKgLlGKSoU8JjoqNiE+PTNDzHHQmGn1up4dOm1fslxmiTYWCpbloHkjiAgNWG1t7clTpz848Em3LpHLFi8wmUynv/9x774D/v5+SSuWymQyeI7n+V179v949pzMwoJhmPlzZp7+9oe02+ke7m7LlywoLCpOXr9p4rgx7dtFwD9jMJluPioqKq9hGQJ1AxFFLNMl1Ofmrds/XUoVsSzUJUpRqZDHREfFJsSnZ2aIOQ4aLYPB0L1D5IE163RCcX5ZpqONl6dTGENYaMYIIkIDlnbrzuHjxzMfZoW0DEpetezZs5wde/Y/ffpUoXBcn7zKUiaD53Jy8sZNmRY7Yli3Lp1mzV3g7eWpKq+IeeuN4ye+mDAm9uQ33wa3DBrx/ruEEPgHeIFez8wvKlczDAN1iVLq7mTvp7Q6cPSkqqKKZVmoM5SiUiGPiY6KTYhPz8wQcxw0Tlq97tXIrruXrzFBSaHqERIARGd7f3fHYGjGCCJCA8bzAi/ws+YutLKUJa1MRERK6Yo164pLSjatW2Mpk8Fzj7OfjJs8LXb4+z26d1mcuMrBQc4wpEZTK5VIHB0dKMXERfPhnxEo3s0uelJUwTAMvBRdw7wzMx9+8/NFlmGhzlCKSoU8JjoqNiE+PTNDzHHQCBkMhqhOXT5ctVZjys9XPWIIA88hoJu8pYvcH5orgojQsPGCMHXGHBtrq6SViQzDAMCixJWlZWWb1q2xlMngOYPRuCZ5w7XrNxwdHXNycvr07jV86JCnz3Ly8grOX7zcpXPko6wsby+vYe+9Y2FhAX/LwzzVg5xSeFkoRaXcqpWPYt+hL0tUFSzDQN2gFJUKeUx0VGxCfHpmhpjjoLHR6fW9unTfmbjKiEUFqixCAIDA/0ICjKdTK0cbT2iWCCJCgzd5eryNtXXSykR4bsny1SWlpds2rRNzXHW12mgyKRwdAKCwqKiismp10voePbpOGBNbqlKtWJXco3vX8xcu+fp430i7HTdpfGTH9vDX5ZVWpT0qpAAEXh5KsWOwZ0lR/olvfgYghEBdoBSVCnlMdFRsQnx6ZoaY46BR0RuNr3fu9sGqJLU+t6A8iyEM/DtEZFnO26mNvZUzND8EEaEBKy0tO3fx0kefHJFIxONGj2zTulVK6o0jx06oa2piR7zfu9ere/cdzMsvWLpw3v3MTJYwKak3zp6/uG7Ncm9vr9XJG5ycFO8PGTx/caJ/C787d+9PnzKhXdsI+IvKq7XXHuQZTDwhBF4iRLC1knYMdDn0+bfZOQUiEQt1gFJUKuQx0VGxCfHpmRlijoPGQ6fX9+ketWPJcq1QUFSeTQiB/wYRJZzM37WjVGwNzQxBRGjAsh5nf3LoqE6vR0RXV5c+vV77/KuTanUNAFhbW48fM+rK1ZTSMtXQIYM/OXIs7Va6jbVVzMA3unbpdPPW7TM/nZ00foydrc35i5d+/OlccHDgoLcHijkO/ooanSHlfl6NzsAQAi8dpRgR4KbXVH5y4luoG5SiUiGPiY6KTYhPz8wQcxw0EgaTsV/3qF3LVlVqnxZVZDOEgT9GUbCxUPi5tBOxEmhOCCJCU6HV6SykFoTAr4xGI8MwIpEI/gGDib/+ML+kopZlCNQHimgtk3QO9jxx6oeMrKciloUXjVJUKuQx0VGxCfHpmRlijoPGQG/QR0f12rIwUWPKLa54QgiB/xdEqrDx9nIKBwLNB0FEMPtvEPHW48KnRVUsQ6D+CJSG+bpygvbgZ6dNJhMhBF4oSlGpkMdER8UmxKdnZog5Dho2BDCZjNFRr+1YurxCk11U+ZQhDPw5iOipCHWy84VmgyAimP03eaVVNx8VQn1DALGI7dna5/SP52+mZ4hEInihKEWlQh4THRWbEJ+emSHmOGjAEMBgMAzs1Xvj/CVqw9OSymeEEPjTEJBlOD/ndjYyBTQPBBHB7D9U1+pTMnJrdSaGIVDfBIr+7g5OVqI9n35hMBgJIfCCIAKlqFTIBw2IGjV/VnpmhpjjAIAQAg0PIvI8P/C1PlsWLymrySqpfMoQFv4iRCrlrALcOos5C2gGCCKC2b+jFFMz8wtVaoYh0AAggljEdAnzvnQ19cK1W5xIBH8dpRQR8DlCgHmOEEIpOjs5vN2/59iFc24/yBCJWIFS4TlEJAxhGZZl/gXqFSIaTcZBffqvnbOwSp9dWvmMEAb+FoqCwsbbWxkOQKCpI4gIZv/ucUH5nSfFDCHQYAgUvZX2no4WHx49WVldwzIM/An4nEApyzDWlpYWFhKZhVRmIbWUWdjZWNvaWEklEoYhVpYyN2fF3UeZxSqVwWgsr6woLVeVlKuqatRqjaa0XJVfXFSlVhOGiBiWYRjyHLxEiMgLwqDe/TYuWFRa/bCk6hlDWPj7EIDxcW4jt3KDpo4gIpj9TmWN9mpGnt4oMAQaFALQvbVv2q07P15IYVkW/gAiCgIFAJGIFYs5J0e5r6ebh4vS1tbKQiqxkEospFL4D4hICIH/oDcYSspVBSXF+cWFdx5m3s969CD7cU2tRm8wMAzDiUSEEKhjiGg0md6NfnPNrHmV2kelVXmEEPhnEKiUswly6yISiaFJI4gIZr8xCTTlfk5ZtZYhBBoYSqmzg02Yt+Oej0+UV1YzDAP/DhEFQZBKJK7OClelwtPd2dvD1UomY1kGXhCe58urKi/eSD2XmnIv62HWs6d6g0HMcYQhBAjUAUQUqDCk3xtr584vrsosq85hCAsvAkWqtPP1cAwlhEDTRRARzH6TmVOWkVPKMAQaqk4hXs+eZH/5/TmWZeE5ikgFyrCMrbVlSKBvSICfm7OTRCKGOlZQWvLgcda51JRTv5wpUal4QRBzHCEEXhxENPH8sDfeXjEjvlyTWVadTwgDLwwSwvo5t7e1dIKmiyAimD1XpdFdvpdrMPEMIdAgUUQHa1mEv/LTE98+yytkWUYQBJmFhZeHS7C/T2hQC5mFFF66knLV1z+f+ebsz2kZ93R6vZjjCCHwjyEipfT9N95eEz+7sPJ+WXUeQ1h4oRCpTGoX4NpJxIqhiSKICGbP3XxY8KykimUINGAUsX2QR0VZ8ZEvf5BKxBGtWoYH+7u7OLEsC/VKo61NvXP78Ndf/Xj1Uq22VsyJCSHwd1FEnudj3x68NG5mqTqjXF1ACAN1gCJ1kfu7OwRDE0UQEcwASitqrjzIA4QGjlK0sZS0D3JLS78f6OflqlRAQ0IRL9+8vuvIJxeuXzMYjRzHEfjLEJEijnpr8PLpMwoq7qrUBQxhoW4gIsuKWrh0sLZwhKaIICI0eyZeuPYgv7RSwzAEGjCKyBCilFuF+znLJGJoqAxGw4+XL+44/HHavbtAQMSK4E+jlAqUjh08dNHkKcXV9yvUhYQwUJcoUntLlxYu7YEQaHIIIkKz96y48lZWESHQkAkUbS0lQZ4KN0dbQqDh0+r1R775auvHBwpKiiViMfwJlFIAMmbwu0umTM1T3anQFDKEhZeihUtHW0snaHIIIkLzZjTx59OfaXRGQqBhoogMIR5Odi09HWVSMTQqdx9mJn2w46crlwBAxIrgj1FKBaST3x0xb8KEwsq7FTXFDGHgpaBI7SydfZ3bsQwLTQtBRGjeHuSUPcgtZQiBBolStLaUBHs6uSlsoHEy8fz+E0d3Hvq4uKyU4zj4byilhJCJ7w6fP3F8btmdSk0RQ1h4eRCA+Dq3s7dygaaFICI0YzVaw+V7OVoDzxBoaBAAEV3k1mG+SisLCTRytx9kzF+/5sa9O2KOI4TA79BfIcYNi50zZkxexZ1KTQlDGHi5EKm1hWOAWydCGGhCCCJCM3b/WUlmbhnLMNDAICJhiK+LPMTbiWUYaBKKVWWJ2zZ9/sO3IpGIIQSeo5QShol7f1T82NE5ZberNCUMYaGe+Cgj5NZu0IQQRITmymDkz95+ojPyBBoWisixTKiP0tvZnhACTUitTrd+/569xw4JgsCyLKUUEWfFjp8+ckSuKr26toQQFuoJIrWWOfo5dxCxHDQVBBGhucoqKL/7pJghBBoSiiiTcG38XZX2VtBEffr1l8u3b6pUqyVi8YyRY6ePHP605Fa1tpQhLNQrBPRxauNg4wFNBUFEaJaMJv7K/dyKGh1DCDQYlKJMImoX5OFoK4Mm7Ysz3y3dunHkW4Pihg/PUd1S16oIYaC+IaClxC7IvSshDDQJBBGhWcovrbr+sJAQaDgooqWUaxfo7mAjg2Ygv7jIwd46t+yWWlfOEBYaCEL8XTrayBTQJBBEhOYHES/fyy2t0jCEQMNAEWUSrn2Qu4ONDJqNWn3Fw4KrlAqEEGgYKAoKG29vZWtoEggiQvNTVqW5cj8XERoIRJRwog4t3R1tLaGZKVfn5ZSmI1AAAg0AIpVwMn/XTlKxFTR+BBGhmUHEm48Kc0oqWYaBBgABGICIAFcPJztolooqHhZUPCRAoGFApF6KVgo7H2j8CCJCM1Ot0V++n2Mw8oQQaBhaejkFejhCc4VI88rul1Q/YQgDDQAitZLaB7h1ZRgGGjmCiNDMZBeU384uYhkGGgBKqa+LPMzPhWUINGMC5bOLUtXaMkIYaBBIgGuktcwRGjmCiNCcUIoX7z4rV2sZQqC+UYoOtrIuIZ4iEQvNns5Q87jomp6vZYCB+oZIHW28vJThBAg0ZgQRoTnRaI1nbz8x8gIBYBgC9QcRxZyoY0sPR1sZmD1XXlPwrCQNGgBElHCW/m6RUs4SGjOCiNCcUIpVGn1BeXVZlVZdqxcoMuRX8PJRimG+Sn93RzD7ndyyu6VVTwhhoL5RpL7KCAcbD2jMCCJCs1GrMxw4eZ7nhb5dw50d7Y08La3SFpRVaw1GgSIhwBACLwWlqJRbRQZ7sAwDZr9jNOmyCq9qjTUMYaBeIVIHG08fZRtozAgiQrPx4EnBnE1HNFq9TCJ2drTtFRkW6OMS4OWs57GgtFpVXavWGigCQ34FdYciSMVs5xBPOysLMPsPFTUFT0vSoL4hoFhkEeLZk2U4aLQIIkKzceLHazuO/iQRi/A5o0mQWYiDvF1b+ri+Fhlqb2tt5GlxpaZQVa0z8BSREGAIgReNUgz0VAR7OxEw+y8Q8WnxzXJNAUMYqGckwLWjtUwBjRZBRGgeBIHO3XQ4/VGeiGXgN4ho4gVCiFTMuTvLe0WG+nu5+HkotXo+X1VdXq2t0RkAgfwLvBCIYCnleoT7SMQiMPsDtfrqx0UpJsFAgED9QaTO9i3cHUOg0SKICM1Dabl6/PJ9OoOREAL/AREposkk2FhZBHm7BPu5v9YxxNLSwmiiRRU1ReU1eiNPERkChBD4BxAxvIWLr4sczP4YIuar7hVXPWEIA/WHIrWVKfxcOrCMCBongojQPJy/8SDpw68pRUII/DGKyPMCwxCpmPN1d3qtY4ifp7OPu1O1xlCgUpertbU6IxAgv4K/jCI62sgiQzzFIhbM/k8GkzYz/yIvGAAI1BNE5ESSFi6RllJbaJwIIkLzsPfEL8d+SOFELPw5iEgpmnjB3tYyyNulVYBnVLtgsURsMAkFKnVJpcZoEigiQ4AQAn8OAkb4u3op7cHsTygof1BY8ZAhLNQfitRH2cbRxhMaJ4KI0AyYeGHJjhMpdx9LOBH8RZSiiRdELCOVcEE+rlHtg/08lJ4ujqpqXVGFukKtrdWbCAHyK/i/IIK1TNyzta+IZeAFoUipQEUiETRFOmNNVkGKUdARIFBPEKncyt3HOYIQAo0QQURoBgpKKxZtP5FXXC5iGfi7EFGgyPOCk9wmwMslIti7a0SgiBXpjEJ+WXVZlcbECxSBIUAIgf8gUNrK18Xf3QFeEJ1Ot3n7rtzcvMkTxoaFhkCTg4g5Zemq6hxCGKg3yLHSUK9XGYaFRoggIjQDNzOeLtp+nFIkhMA/JlDK85QTsVIJF+7v2a1toJ+H0tVJXlJZW1yhrqjR6QwmQghDCPyGIlpZiLuEeFlaiOEFUalUw2LHF5WU7t66sVNkB2iKavWVjwquUKRQb5AhbJBHNwuxDTRCBBGhGfjip9StR85IxRy8UIgoUMrz1M3JvoWnMrKVf/tQX8KwWoMpr7S6vLqWFyhFYAhBQD9XebifC7wgBqPx5s1bCYuXCYKwds3yyA7tGYaB3ykrU6XeuPn0WU5tba3M0jIsJLhjh3YWUin8v5SpVDfTbmc9ztZqtTY2Nq3CQjq0a8txHDyn0+keP3mq1+sJIQDAEMbG2kqpdLK2toY6gY8KUtTaUkIYqD8+ygi5tRs0QgQRoamjiKs/OHnueoZIxELdECjleUHMiaQScYdQ38hWLfw9nR3tbYsqaoorNJU1WhMvdA/3cbCRwT+mqa09eer0F1+dyi8oMJl4ALCwsGgX0XryhLGBAf4AYDKZDh397NCR46rycp7nEZFhWU4kat82YtH82e7ubvAHtFrt4WMnjh7/vLyigud5RGBZhuO47l07z545zdXFGQCOHD+xaetOeA4RAYBhGCsrq25dIoe9N6SFny+8aCp1zrOS24QwUE8QqYs8wM2hJTRCBBGhqTMYTWOX7StRVTMMgbqEAIDIC1Sg1MvV0dfNqXtEYHigNxJi4gWlvRUhBP4ZQRC27tj98aGjPM9zHCeVSgFQp9NrNLUjhr23aP5sQkhRccmw2PGFRUVWlpYcx/E8bzSaGIYYjaYhg9+aP3smx3Hw39y9d39i3KzKykprKytWJDIajYIgEEJMJtOQwW8vmBvPMMzuDw7s3LNPJGJFIhEnEiGiwWjkeV4QhFZhoRuSV7k4K+GF0hlqsgpTjLyWEAbqA0VBbu3u59wOGiGCiNDUPckrnbb2Y5OJJ4TAy8ILVBAEiZizkHCdwv1HDOjq7GgP/9j9jMzJ02ZVVlU5KRTjRo/s0a0LLwg3026d/v5MQIsW8TOmEkKKS0rmL0r09vLs+3ovX1/v7CfPtu/ce+/BAyrQAH+/rRvXuro4w3+TkflwzdoNbVq1eu3VKGdnp6vXUjdv3VVVrUak7m6uH+7Z4eSk2LPv4M49+xDp8KHvjh87ymgwpqRe3/XB/sLCYgCYP2fWu4PfhhcKEZ6W3CyvyWMIC/WBIrWWyv1cO3KsGBobgojQ1F1My1y972tKkRB4yRCBIhWx7Kq4wREtfeAfO3X6u8SVSUaj8ZWe3TetW8MwDDxXq9VqNLVKJwUA8DxfUlrm5uoCvznx5cnVazfyJpO3l+fWjWu9vTzhv9HrDZVVlS7OzvCb+YsTv/3uR5ZlHB3k+3Zt8/Ly3LPv4M49+yjScbEjp02ZAM+tTl5/9MQXBMjY2JFxk8fDi6ZS5+SUpgMQqA+IKOYs/F06WkhsoLEhiAjPVVVXX01JdXV1Dg8Lg9+hlOYXFFhbWdvb28E/YDAYC4sKlUqlzMICXq7Pf0rd89kvhCEE6oHRxIf5e6ycOtja0gL+sdPf/rBkxRqeN3l5eiYunh/ROhz+hE+PHN+weZuJ59u3ab1pfZKdnS38OYkrk7746muWZT3c3fbv2a5wdNyz7+DOPfso0vGjR8VNHg8AVKAJS5Z9+/2PIhGbuDjhzeh+8KIZTNqM3HMUBagfCEBauEbayhTQ2BBEBIDH2U/Wb9525eq194YMSpgzCwBMJhOlVCwWV1RULlq2snPHDu+/9w7DMPAcIhJCBIEiUpFIRCkVBIHjOAAQBMFkMkkkEkIIACAiIcRk4rMeP165Zt20KRM7dmhHCAEAnU4vErG/YhjGaDQigOT/Yw8uwKpK24UBP+9aawewN52bbhBRVFTswm7H7m5RTBQDEbEbURQVu7u7O1ARJQWku9m11nr+OZ5rruubf44z6qcgo/ctFMIf5HIFw9AURdM0BQBqtZrnUSQSwpfbcuTa0atPhAwNVUGlZrs0rzN9aCf4FuLjE8dPmZaXX0BRlKmJSYd2bdp6t3ZxcqQoCv6MZVmO4xHx6fPn6zaGxie8FwiYGVMnD+zfhxACn6GwqGj8ZN/YuHiO5zu1b7s0cCFD02HhEaFh4QDYvm2brp07qNXss+eRp89dkMsVzZs2Cpjvp6urC98aIsam3StTFBBCQVXgkbM2rm2sYwvVDUFEAIh89frV6zeXLl+r41Frzsxpt+7c23/wiEKpHDygT1ZWbui2cD1d3UH9+wwZ1B8AeJ4/cPhYbk5uXEKiQqHo0qnD7bv3c3JzJ44braWluXP3vry8fFsbq4ljRxOK2n/oiEqpzMrO1dAQ3757397OduK40fXqeOzYvTf67TuKovR0dXW0pfGJSXK53Lt1i8ED+iuVyp2790a/i6EIpaenO2HsqITE9wcOH1UoFK1bNh80oJ9IKIQvsSTs5I0n0SKhACodwu/QZ0D7zs3rwLeAiBF7D2zZtkOhUAAQANTS0vKsV6d3z+5NG3vRNA0fFReXBK9cE/32nUrNFhYWqtVqI0ODIYP6Dx7Qj6Io+Dy79x3YELKV43g9Pd3lQQFeDTwBICw8IjQsnGFo+IOaZQHA1trSd8qkli2awfeRURCbnv+OIjRUBR55E11bKyN3AALVCkFE+KisvHyizwy3Gi4zpk4eM9FHW6rdr08vE2Oj/PzCxUuXu9VwGT5kUA1XZwDgOG72vEUvX70ePLDvxctXc3PzB/Xve+f+fY7neY63s7Xt3LHtuo2hbjVcenbvOnnaTFcXlyED+mZmZ2/eGt7ntx49unaOjYvfvDXcf86MiL37WZZr07qFuUz2/EXk2fMXw0LWp3xI27B5i/+cmbv27BMI0phVtQAAIABJREFUBKNGDF2waEnrli2NjAx2ROxZEjDfq0F9+GxKlXpByLFnb98LBQxUOkQUCJgNc4bYW5jAN6JWq2/eurP34JGY2DiFQkFRFM+jpqbG+DEjhg4aQNM0AGTn5EyeNuvtuxhGIOA5jhDKxNiokVeDgf16uzg7wWd4+PjJwsDgnJxcQqhxo4ePHTWcpmkACAuPCA0Lp2lKJPwfCKBWqRRKJSLq6uhMnjC2d6/u8B0UlWclZDwhhEBVQOT1JDI7M08CBKoVgojwUVFx8RTf2W41XP1mTtu6feexk6ebNGo0esQQHW3tCT6+bVq1HDlsMHzEcdzseYsoiqxatmRJ8MrU9Ixtm9dvCt124vQZmqKDFs/3alB/3cbNzyNf+k6ZNG9hoP+cGc2bNYmJjZs2c+7iRfMaeta7/+DRmg2bB/Xvc+7ipcYNG9So4XrvwcO09Ix3MbEh61aVlpYtW7VuUP8+Zy9cbNOqpa2NlZ9/QMOG9TXF4hcvX0+ZOKZDu7bw2XLySxaGHo3/kC1gaKh0HI8yI91ti0aJBAL4phRK5YvIl5euXLt3/1FBYSEi6urqrlkR5Fm3DgCoWfbps+dZ2Tmsmn2fnHzn3oO09AyOZR0d7IIDF9VwdYG/9ep1lH/Akg8f0iiK6tqpw9w5MzQ1NOCjsPCI0LBwHvnhgwdOHDcaADMysw4cPnr67AWlUmkuk61fvczF2Qm+NbmqOD79iYqVE0Kg0iHyEg1DZ/PGhBCoVggiwkcFhYVTZ/jVcHWZM2Nahbwi6k30mnUhdna2s3ynTJk+u3nTxuPHjKQoCgA4jps9bxFNU8uDAoKWr87IzAzdsCZky7Yz5y4h8rOnT23frs3CwOCs7Ozxo0fOW7h44dzZjRt7vY56M9NvwdzZ01s2b3r95u3QsO2ODg4uTk4uLo5Ll63u2aMLwwj2HTy8ae3KnJzcdSGhTg4Odra2g/r3fh0V7bdg8bhRw2q61UAEGxsrXR0d+GxJ6Tn+m47mFpbQFAWVTs1yrRvUmDu6O0UIfB8PHj5eHLwyJycHEaf5TBw+eCD8xaMnT+fOX1xUXMxy7Ighg6ZPnQyfFhMbv2Dx0pjYWEJIh7befrOn6+vpwh/CwiNCw8J55MeMGOYzaRx8VFhUNGbC1PiEBIam/f1m9erRFb41NadKzHhcqiigCAWVDgHFAkkNqxYUoaFaIYgIAC9fR20L3/Ui8pVEKmnTskVFRYVIJHr24mUjrwaTxo/2m7fodVT0sKEDRg4bQgjhOG76bH+KptasCApYsjw9IyN8y6Y1G0IeP3lmZGiYmZ3t5ur89NmLSePH2Nra+EyfHbjQv1mTRikfUqf4zuY4bqbvFKVKGbxiraW5TEdXx9LC/O69B44O9mqWe/v23ZaQdenpGYHBKyzNzbUkWm3btGra2Mt/YZCaVdXxqF1SXDJy+GArS0v4bK9iU/xDjqrULEUIVDqlmh33W6v+HRvD9zR9tv+1GzcJoSZPGDtm5FD4C7lcPnL85HfvYnmeb+fdesXSxTRN8zyfmZnFcpxMZiZgGPgoKTl53sIlb6LfMQzdtk2r+X4ztbW14T+EhUeEhoXzyI8ePnTq5PHwkVqtHj/Z9+nzSJqm5sz07d+nF3wHiVnPCkrTKEJDFUCaErjbtKMpGqoVgogAkJmV9ToqmqIonuelUglDM5GvXhsbGbVo3kRfTy8mLu7e/Uduri6NvBoAACJGv40hBNxquMbExSsUCo9a7onvk0pLS42NjR88epyXl1/bvWb9+nXlFYrXb6JdnZ309fU4jn/6/MWb6OiWzZvdvnvv9p17kyeOu3Hzzs3bd0aPHF5eXm5rbS3WELu5uhw+dvzWnXtTJo67cfPOjdt3wkLWCwSCu/cfFBYW2dlaN2/aRFNTEz7b3RcxC0OPiwQMVAWFUr1gXM82Dd3gG7l05VpRcXF77za6ujqEEERMeP9+5pwFSSkpIqFwacCCdm1bR72JjnwV1bGdt6GhASGE5/kHj574L1pSUlLCsuyg/n3nzJxGCDl34dL2nbtZlu3Xu9fQwQMAIDc3b2Hg0nsPHlEU3bSx17zZ042MDHmeh/9BBAKGpumw8IjQsHAe+TEjhvlMGgcAiPjk6XO/BYsLCgokEsmqZYGNvRrCd5Ce/y6zII4QCqoAUoSpad1awIihWiGICJVu+86Is+cvtWzRLDY23sBAb77fLE1NTfjD9h0RZy9catmiWWxsvIGB3pyZvjra2vC1zt+JXLX7vFgogEqHiBRFlk7uW7eGLXwji5YsO3bytLWlhbtbDQMDg+KSkheRLzOyslmWbdm8SVDAAj1d3ROnzi5eutzE2Lh2LXcjI4PsnNznzyOLS0oQUSqRLA8KaNLYCxH9Fy05efocRZFGDRts2bRWIBCcOXchIGg5ABBCtLWlYrGY4zj4iOf4fn17jRkxbNuOiM1bwymK1HSr4VHbHRDy8vOfPH2el5/PclyXju0XzputpaUF30FucfKH3NcABKoCIZSzRVMtkQ5UKwQRodKVl1e8efs2JydPR0e7dq2aOtra8B/KyyvevH2bk5Ono6Ndu1ZNHW1t+C+cuP5004HLIqEAKh3H8/raWkGT+zham8E3cvjo8XWbtpSVlyOPFEU4jiMUpamh0bC+50zfKTbWVgDw/EXkjDnzs3NyEZAAEEJRFAEgEonW2FHDhwzsJxAIEDF4+eo9Bw8DQof23mtXLKVpet/Bw0uXrwbyP/Aj+INape7zW4/lQQFhOyLWbdhM0RT3O5YDAIqmREKhppZmi6ZNfH0mmpmawvdRWJaZlPUcAaEqECD2svo6miZQrRBEhH+1Q5cehh29IRIyUOlYjreRGS6Z1NvMSA++EZ7no9/FPHz45MLlq0kpKc6ODk0aN2zgWa9eHQ+hUAgfIeKLyFdnzl+IjUsoLS0jFJFKJPb2dp07tGvUsD784V1M3LETp9Qs271rp3p1PAAg+l3MoSPHFQoFIQT+jOf5Vi2ade7Y/lXUm2MnTikUSkIIABBCxGKxmamJVwNPd3c3mqLhuymTF8RlPEBEqCI2xh4G2pZQrRBEhH+1vWfv7Tp9WyhgoNKp1GwtR6vAyb21tTTgW5u7MPDM2fOzZ0wdNnggfEJefkFJSQkhlI62VF9fD6o5lboi+sMtHlkAApUOAS0Na5ro2kG1QhAR/tV2nry17/x9oYCBSqdSs/XcbIMm9xUJGPimlErl2ElTnzx9vmTR/N69usPPgePZqJSrHKcGIFDpENHC0NVUzxGqFYKI8FVeRb25e+/B4IH9dXW04YeFEHbs+uHLj4QCBiqdSs02dLcPmtyXpin4pliWPXjkWFLyhwF9ezs62MHPgUcuOuWmkq0gQKDSIaCFQQ1TPQeoVggiwlc5furM5q3hu8O3WFqYw48KEUMOXT15/alQwEClU6rZJh5OQZP6AIFf/ns8ctEpN5VsBQEClQ4BLQxqmOo5QLVCEBG+yskz57Zu37UzbJO5THb3/oOHD59oaGp06tBOU0Pj4pWrmVnZLk5OXTp1EAiYu/cfiMXiV6/f8DzXp1fP4pKSs+cvcRzbvWsnezs7+J4Qcf2+S+fuRAoYGiqdUqVuXs918cTf4JdvgUcuOuWmkq0gQKDSIaClgZuJnj1UKwQR4aucPHNu6/Zdu8NDX0e9XbNhU5NGDdPTMwqLipo1aVxcXCIUCa5cvTltyoTOHduPneiT8iHVwd7+bUxMy+bNcnJyWI6r4exc37Nuk8Ze8D0h4qpd5y4/jBIwNFQ6pUrdqkGNheN6wS/fAo9cdMpNJVtBgEClQ0BLAzcTPXuoVggiwlc5eebctvCIsM3rQ7ftKC0p3bxhdVT022kz/SaOHWVra/02Jm7/gcM9u3cdO2r4sNHjzWWywIXzFixempOTSwhRKJWjRwxt2tiLYRj4nhAxOPz0jSdvBQwNlU6pUrfwrBEwoRf88i3wyEWn3FSyFQQIVAG0NKxprGsH1QpBRPgqJ8+c2xYeEbpxzcbNWymaXrM8KC4+YeoMP6lUoqmhUcej1qWr13p17zZm5LBho8fXdHOb5TslIGh5YVGRz4Sxh46dvH7r9uD+fUcOGwRA4LtBhFUR5y4/eC1gaKh0SjXr5W6/ZEpfhqLgl/8aj1x0yk0lW0GAQBVAS8Oaxrp2UK0QRISvcuzk6c1bwvdHbDtz/uKp0+cmjB/99l3MnXsPBALGwc6uaZNGGzdv7den14QxowYMHenm5jZ/zoz5AUHvk5K7dGxvZGS4ZduOWu5uAfP9AAh8Pwihh68du/ZYKGCg0qlZtpaT9ZJJvSWaYvjlv8bxbFTKVY5TAxCoAmhpWNNY1w6qFYKI8FWev3h57cat8WNGAsD2nbtjYuMkEq0+vXoolcojJ04ZGujraOs08KzbonnTrdt3mstkXTt3OHH6bG5unlKpeh31xtjYaOSwwQ72dvCd7Tl7N+L0HaGAgUqnZjlnG7PAib0N9aTwy39Npa6I/nCLRxaAQBVASyN3Yx1bqFYIIsK3oFAoREIhoSgAUKnVAoYhhMAnyOUKDQ0xVIqT159uPHBZJBRApWM53trMcMnk3jIjPfhbiAh/IITA5ykuKVEolCbGRlClsrJzNDU1tKVS+HJKlSovL8/E2JhhGPgnZfKCuIwHiAhVxMq4lpG2NVQrBBHhX+3aozdB20+JhQKodBzHG+lLgyb3tbMwhk9QKBTbdkR8SE0TCoUKhcLY2GjMiGEGBvrwh+KSkpiYOPeaNTQ1NeE/IGLwyrVKpSJg/lyKohDxyLETQqGoZ/cuPM/vP3jE2NiwfVtv+M7y8vKnzpgzZFC/Du3awpe7dPV6xJ79G9euNDYyhH9SWJaZlPUcAaFqEAdTTx2JKVQrBBHhX+1eZOyCkGMiIQOVDhFpml46pU8dFxv4BLlccenKtQePHj98/LRzh3Y1ari0bd0yMys7JzfXxdlJW1v75OmzYdt3LQsK8KzrUVpaFp+QYG5urqkh5nh+1tyF9erWHj96JACUlZWPGj+paeNGUyaOKyoqHj52Yq/uXQf2661QKouLSwoLi5ydHAQCQWZmVnLKBzs7GxNjY6VKpVari4tLCguLnJ0cBAJBfkFhbFy8qamxtaVlSUmpRCIhBEpKS7WlUrlcAYDJKR/Mzc0FDP0+OcXW2lpbW/o66s2CwOApE8aamZrY29mKxeK8/IL4hAQLc3NLC3O1Wi2XKwqLigSMQCQWxcXHW5ibW1qYA0BSckp5efnlqzdi4+M3rVslEgrhn+QWp3zIfQVAoCoQQjnLGmtp6EG1QhAR/tWeRb+fH3IUEQkhUOkUSvXc0d3aN64Ff2vX7v3Xb94O3bhaW1t7246IK9duiEQioVA4dFC/kK3bs7Nz2rZp1btn9w0hW7OyswUCgVRbMm7UyLUbQiaMHdW6ZXMAeJ+UNHnaLF+fiW3btH77LmbW3AWL/P3eJyUfP3VGLBanpaVPnTxBW1uyY9dekVhUUSFfsXTxg0ePT5w6KxaL09LSfH0mOdjbLV2xhmFoFyenZk0abd66PWDB3OzsnPBdeyZNGLslLJxhmPSMTFMTYx0d7Zevo9q39Z47y/fMuYtrNoRYmMsys7IG9O1d0801bPtOmhHk5+cvWeiflpERum2HoYG+lYVFWkYGAZJfULBw3pzU9PTQrdu1NLWycnJ+69F1+tTJ8BnS8t5mFcYTQkEVQIowNa1bCxgxVCsEEaHqcBxHKIoiBL6bqPjU+SFH5Ao1RRGodCo1O7BT41E9WxECn8Lz/PxFS9QsuzI48NmLl4sCg+fOnm5ibOQzY86UCWNv3LojkWjNnj41Yu+Bew8eLZrvd+jwsYzMzH59ftsUGrZmxVJ7O1sAuHn77poNIauCA11dnM9fvLIjYu+aFUG79uyPjYvz9Zm0JWyHvZ1NfOJ7S0sLGyur8xcvL1sScPjYiZjYWF+fSaFbt3vWq5uekSlgmDkzfQmBi1euHT95JmT96tNnzz999qJv755Llq0aP3pETm7e8dNn/GZMu3PvgVwuX7dq2ZoNIbdv35s/b9aZcxezs3NUapWurm49j9pHT5yaO3v6kyfPb9+7P2Pa5PBde3S0derVqX3i9LmB/XufPnu+SSOvJo0bzZ63YOyoEb/16AqfITHzaUFZOkVoqHQIKKBF7jbeFKGhWiGICF8l+m3M+6Tk5k0baWlpPXz09OmLFwKGadWieU03V/gPaekZl69cy8jMbNLYy7Nu3QePniDyTRp7aUulr16/uXn7zshhQ7S1pfDdxKVkzQ85UlRSTlEUVDqW5Rp5OC2e+BtFCHxCYVHR1Bl+jRrWnzB21Padu6/fvL0/Ynv0u9i5CwKmT5m458Dhbl069uzWZdLUmU5ODr5TJk7xnWVh/jvZ5SvXtmxaK5FIACB8157rN29vDVmno629fNXalNS0Rf5+M/3md+nYvlWLZtPn+Ds7OT549LhB/XomxsZNGjW0tbGZMGV6t84dWrVoNm3W3DYtW1y+dn3sqOFt27QCgOWr1+Xl5wf4z53pN9/O1kYmM7t05dq2zes3bN5aUFAYFDB/+ux5Ls7O40YPnzHH39HBwWfSuOmz55WWlqWmp9d2r2lpYV6vbp3a7m6z5y10cnTo3LH9xKnTa9dyt7KwrO9ZV6lULl+9buumdfkFBf4LAwMX+nvWqwP/RMUqEjIfVyiKCKGg0iGipkjbxbI5RSioVggiwhfief74yTPbdkaUlpZGhG/RlkgDli7X1NB8/iLS2Nhoy8a1xsZG8FFWds78gCWEEM+6dYyNjYqLi2/fvc9zfDvv1p07dfBfFNi8caO+fXoRQuC7Sc3M9998JCOniKEpqHQ8j+bGemELRwkFDHzCu9hYn+l+s6f7tG3TavfegwcPH505fcr5S1eRx7GjhvrO8m/RvMmAvn1WrFnHqllHR/tjJ07PmDo5+u07pUq1YuliQggA7Dt0ZHt4xOCB/ViWO3X23PgxI93dakyeNmvJonksxwWvXNurR9dDh4/5TJ5gbGSkLZVQFDXFd/aSRfNYjlu6fM3UyeNDtmyv4ers7ORYt07tA4eOpHxIc69Z49Tpc9OnTY6Ofsdy3LzZM3xmzK5fr27f33oNHzNh4rhRdevUHjPBx8JcVqOG68XLV3t07XzqzLkhA/s7OzmKxEJtqXSK7+wxo4Y7OdhP9Jk+YtgQFydHsVhUUFCwIDC4a6eOz1+8LCkt2Rqy3lxmBv+kXFmUkPFIzakIEKh0iLy2pomjrCEhBKoVgojwhRQK5YVLV1I+pF64fGXDmhUuTo4KpVJTQyMweOWlK9d2h291dLCDj46dOL1n/8ENa1bIzExFItHSFatpmgZEBBCLxAqFYtZ0H4Zh4HsqKZMvCD36Jj5NwNBQ6RBRKGA2zR1uIzOET4iJiz999vyQAf1kMrPMzKwdu/clp6RYWVqMGj5UT093zfqQ3Lzc6T6T4xMSjp447eRgLxAI2rZp9fDxUxtrqzatWsBHBQWF4RF7YuPixSJR65YtfuvZLS4+4ez5i8OGDExOSX30+EnvXt2PHDv1+s0bqUQ6eGBfHR3t02cuDBsyIDkl9eHDx8OGDDh38fK1G7fsbW3Gjh4Z+fLVsZOnXZydhAJBqxbNHz15amdrU6+uR8Se/S2aNzUxMtp78PCAPr/RNH3w6PHS0rLUtLSO7dt2at9238EjT589F2to/Najm7297aHDx/v27ikzM925e9+z5y/EGhq/9ejmUcs9NCw8Mzvb0cFeItEa2Le3SCSCf1JYlpmY+YQQCqoCIm+gbWVrUgeqG4KI8FWuXL+5cvW6jWtX1nB1AYCCwqLxk3319XXXrQzW0NCAjzaEbDl5+pxbDZfyCnk771bmMtme/Qc1xWKZTJaWkT5j2hRjQ0OJRALfEyIGhp289fStSCiAqoCIE/u17d6qHnw2hUIpFovgI0RkWVYgEAAAy7IMw8CnKZRKoUBAURR8glyhEAmFFEXB/0WlUguFAviIZVmGYeDzqNVqgUAAHykUSoGAoWka/kyhUAoEDE3T8BHP8xRFwefCjPzY9IJYilBQFXjkzPScLQxdobohiAhf5dLV66vXbti0bpWri3N5eXnwyrXR72KWL1nk4uwEf1i9btPV6zfmzpr+PPLlpavXQ9avtrGyTExM2rB5S706dZ6/fFVUWDRwQJ/uXTrB97Tt2I0jlx8xDA1VQalmvRu6zRvdnRACv3wVRIxJu1euKCCEgqrAI2dlVNtE1xaqG4KI8FUuXL66dv2mjetWOdjbrVm/6c7dB4vmz6lfry4hpLSs7PmLyNq13E+cOnv+0pVDe3Y+fPw4aPnqjWtXOtjbBSxZ5uriLJfL09MzzUxNklJSli1ZRNM0fDcX77/asO8iIiEEKp+a5RysTJZO7muoJ4VfvopCVfou9S6PHFQRRHCUNdDRMoHqhiAifCG1Wh2x78DFy1cTE5M869Vp4FkvfOcemqbMzEx4Hqf7TNLWlk70mRG4yN/U1GT2vIVOjvZZWdnWVlYL5s7ef+hoUnLykoD5N27e3nvgkEAobNrYa/TwofA9RSekzVl/UM1yhBCodIjI0HTQlD51XGzgl6+SXZiYmh9NgEBVQEQho+Fo3lBDqA3VDUFE+EIcx0W+isrNyxMwDMdx5jKz/IJClUrF8zwQcHeroS2Vvop64+LkZGCg9zzy1dNnLwwNDFq2aKotlV66er1ObXdLCwulSvUi8pVararrUVsikcD3VFxaMXxBWLlCSRECVUGpUo/s0WJI12bwy5dDxMTMp4XlGRShoSrwyEvF+g6yhgwthOqGICL826lZbsqyiMS0HJqioCrwPG9harB53nANkRB++UJyZWl85iOVuoIQCqoCj5yB1NLOtB5UQwQR4d8OEYPDT9948lbA0FAVEIEQWDS+V6PajlDpUlI+xCUk1vGobWigD5+H51GtVgmFQkIIVLWcouQPua8IoaCKIKBM30Wm7wTVEEFE+AnsO3dvx8lbIqEAqohKzXp71ZwzsitNUVCJSkvLfGfPfRH5atG82d27dQGAktJSsVgsFAgAQKlUqdVqiUQLAJQqpVqllkgkAHDpyrVTZ84FLV5gaGDAcVx5eblUKiWEQKXjeT42/V65opAQCqoMcTCtryMxgWqIICL8BO5Fxi7ecoKiyO+gKnAcZ2KgGzy1r5WpIVSiI8dOHj91huO4Vi2ajRo+ZEfE3ueRL50cHKZMHBf1JvrA4WNKlWrsyKHlFRXHTpyWy+Xt23m7ODsHBa9Iy8j4rUf3dt6tDh4+np6Z0bVzx17du0KlKy7PSch8DFUJKcK4WbcSMhpQDRFEhJ/Ah6z8+ZuOZOQWMTQFVUSpYicPaPubdwOoLOkZGXP8A/r17vXy1WuVStWmdcsly1ZNGj/aycHB0sJ82iw/QwODIQP7ZefmhYaFd2znnZSSkpaaHrjI33/REnOZ2chhQ06eOfvq9Rtfn0mG+voODnZQuRAxOetFXlkaRSioIgioKZS6WrYghIJqiCAi/ATULLdoy7GHLxNEQgaqCMfzZoZ6ofOGSbQ0oFJsDgs/cuzEkAH9Hz5+IhAIJk8Ys2rtRh7R12dindq1NoWGXbx8rXev7hXlFSfPnqvrUVsgELRr27qmq+u0WXP79/2ta6cO5y5cDg3b7lmvzpSJ44wMDaFyyVUl8emPVJyCAIEqgsgbSi2tTeoSAtURQUT4Oew9d2/3mbsMTUFV4DgeAZ1tZAvG/2aqL4XvLyY2fpbffAdHByMD/YTE90XFxUsW+Wtqas6eu8DDo9bUSeOVStXhYycuXLpiZmoiEovnzJiKCKYmJrHx8bPnLpwycWxjr4Ysy754+WpJ8KolAf4tmzeFyvUhNyq7KJEiNFQdHnlbEw9DbWuonggiws/hddwHvw2HOY4jhEAlUrMcRYiVmVEP7waNalrpQA6laUKLdOB74nl+Q8iWtLT04CWLRCLRo8fPVq/bYGhkyLKsQq7wnTqxoKDo0JHjFXJ5o4b1ra2tduzaY2RkqK+nP23KBIVS6TvTz8jQsG/vnmfOXSgtLTc2Npw9Y6qxkRFUIrmyODb9AcezUHUQUcCIHGReWiIdqJ4IIsLPQaFUjQ4IzykooSgClYLjeUSwtzDp2Lxu63p2Gurk8g+3FUXJUoceWhbN4DuTKxQC5n8AAM/zKpWqpLQsJyfXXGamp6erVCqTUz4IhUIbaytCSEZmVn5+gZmpiYGBPgDJyspSqVUyM7P0jEyFQmFnayMUCqESIfLJOS/zS1IJoaDq8MjraBrZmzWkKRqqJ4KI8HNAxBU7z119FCVgaPjO1CxHCLEyM+zRukFjd2s9+FCSel9ZlEjgd4QWG+rXmUQJJfDLJ5TK8xMyH/M8C0Cg6iDwZnrO5gYuUG0RRISfxqX7r1buOicUMPDdcDyPCHYWJh2bebT2dNRUJZWn3VEUpQDyhGLgI+RZLcuWErvOhFDwy1/wPJ+Y9bS4PIsQCqoUAeJk3kSioQfVFkFE+GnEJGX4bzpSWi6nKAq+NTXLEQKWpkbdWzdoUstan6SWfLivLEokgEBo+A+ILEWJ9TzGC6SW8Mtf5BanpOS8JgSqFiKKhZIali0oioZqiyAi/DTK5cqFoUcj330QCmj4djieR0Q7c5P2zep4ezpqscllqXcVxcnAc4Ri4P+DHKGEGjIvTYuWFKNBaAH88h8qlCWJmY+V6gpCKKhSPHKmug4Whm6EEKi2CCLCz+TAxQc7T96maYrAN6BmOYqAuYlB99YNm9SyNqDSSj48UBUlACAQGv4/yAPyjNRS274Lj6LsRzs0jByMPAfDL39AxPdZzwvK0ilCQVVDAAfT+roSU/hhICIAEELgsxFEhJ9JZm7hpOCIMrmSIgT+CxzPI6KtuUmHph7e9Z202JTytLuKoiTkWUIJ4C8QWYrR0DRvKjZtVJJ4L/vBVrY8l9E0sOwYKLGsB798lFuckpLzihCNi5ppAAAgAElEQVQCVQ0RxUKJk8xLKNCEv4WIT569ePj4CQHSulVzQwODly9fN/Kqr6urCwA8j89fRD568rSiQu7q4tyieRMdbW34KgWFRZtCwzzrenTq0C455YOhgYFUKoF/QhARfjJLwk7eevZOwNDwVViWIwRkJgbdWzdoWsvGkMooSb2vLIyD3xEa/gp5QF6gYyux78JzJOtuSNmHJ4BIKBo5tYaxo1WXlQKJEfz0yhSFiZlP1ZycAAVVDZE31LG2Nq5NgMDfOnv+4up1G21tbbU0NcRijZYtmq5YvW7T2pV1PGoDwMkz59dv2mxvZyuVSJ8+e9GubevZ06dqamrAHxQKpVAooCgKABCRZVmBQICIhBBEBABCCCICQElp2aEjx9zdajg6Okyb6Td4YN/23m0AgKIo+IjneYqi4M8IIsJP5l5kTODWk+Qj+BIczyOijcy4Q1MP7wbOEu5DeeodRVES8hyhaAACf4E8Swu1NC1biYzqFr69lPdiP1eeRxghAIGPkFVK7VtYtFtACzXhJ6ZSVyRkPqlQFhNCwQ+BOJs3kmgYwN/Kyc2bPG2mmZnpssCFYrE4Ny/v5cuolWvXr1kZ7FHLPScnd9K0GQ729gHz/YRC4Z59B8N37QnduMa9phsAZGZmbdsRERMbJ5PJJk8Yoy2VrtkQEhuf0KBePYqCYUMGXrh4RSAUDOrf9+z5Cykf0gYN6Lt770FXV6f4hMSdEftsra17dOucnZtbs4Zrh3beFy9fffsudtKEMWKRCP4DQUT4yeQVlvhvOpqYms0wNHweluWAEHNj/W6tGjStbWPEZJak3lMWxAMiUDT8n5AH4IV6zlLbjip5Rc6j8LKkB4RmgFDwJ4g8Z1BngFnTifCz4ng2OTuysCyDEAp+AIi8RMPQ2bwRIRT8rag30T7T54wcPnjIwP7w0dXrN5etWrt2ZbBHLfc30W+nzvSbOHbUbz27A0Dky9dTps9esTSgSSMvnudXrtnwOip67Khhu/cdtLKyMDI0PHPu4tDBA27fufc+OXnb5vWbQreJxaLlQYtXrd0Q9SZ6aeCiGXP827Rq4V7Tbd7CxR3aevfo1nn7zt1yuXx5UICff4C+gX7gwnkURcF/IIgIP5+wYzeOXH4kYGj4Jxz/O7SRGbVv6tG2gbOUTytPu6MofI88SygGgMD/iWeJUFti3VqoX7Mw+kLes92cspwwQvg/IQKAWasZ+m5d4aeUmvs2uyieEAp+DIi8jUkdQ20r+Cev30T7TJ8zatjgIYP6w0dXr99ctmrtulXLarvXjHoTPXWm38Rxo3v37A4Az15ETps1d1XwkkYN68vl8nGTp1VUyOt61H77LsbIyEgul0u1pauCAy9dubYxNGzT2pWhYeEaGuKggAXrNm6OehMduGj+rLkL2rZp1at714HDRk2ZOLZj+3aXrlzbuDls1Ighu/cdmjppXJtWLeDPCCLCzycuJXP6qv1qliWEwCewLAeEyIz1urWs39TD1pjJLkm9pyyIA0SgaPgU5BFQbFBDYttRWVKQfT+0IuMVoWggFHwaIkcLpebec7XtmsJPJrvwfVp+NPwwEHmxUOoo8xIJNOGfZGVlT/CZbmEuCw5cqKmpWVZW9ujJsxVr1q8MDqzlXjM7O2fytJmurs4B/n4CgSBky7azFy5t2bjW0cFeqVSOm+SrqaUxZsRQQohEItmybUd5RcXalcEnTp3Zd/Bw6Ia1IVu3A0DQIv+lK1ZnZmYFLpo/a+6Ctm1adevccdCIMWNHDuvZo1thQcGEKTMq5BW6ujqrly81NTGGPyOICD8fjuf91h+KjElmaBr+guN/hzYyo3aNPdp5OWvzaeVp9yoKE4DnCEUDEPgE5FlarKdl01Yodch/fSL/5RFeVUEYIXwG5FlaJDX39te2awI/jezCxLT8dwA8AIEfA4+8ma6DhZEbfJ4jx05u2LzF1MREWyrV1tHu0LbNgsVLdXV1NMTiIYP6I48bQ8OsLM0FjDApJWX4kIHDhwykaRoA9u4/tOfAoZbNmnIcV7tWTZ7HVes22NpYFxQUIuCOrSHnL17eGbHP0dE+JzfPXCYLXDhv6ow5Hdp5D+rfZ8TYSYUFhRPGj+7ZrcvGzVu3bt85fMig2TN8AAj8GUFE+CldvPty9Z7zAoaB/8ByHAAxM9Lr1qp+s9q2xsKc0g/3FAWxgAgUDX8DOQAiMq4tsfJWFGRkP9wqz3pDKCEQAp8NeZYR68m852jbNoGfQE5RclreGx55Qgj8KJAQ2tWiqYZIBz4Px3EvXr56HRVNCKlX18NcZvYm+p1SqULknRwdbKytnj2PfPP2HQK6ubp61vVgGAY+UigUj54+e/s2RqIladrEy1wmu3HrdkFBYWFR0YXLV7Zv3qgl0bp67SahiKuzE8tyzk4OUdFvjY2MrK0sI1+9fvY8smEDz1o13a7fvB2wZNmSxfNbNmsKf0EQEX5KBcVl8zYdiU/JEjA0APA8z/FobWbYvkmddl7O2nx6edrdisIE4DlC0QAEPg15ltEwlNi0pbWs8iKPFkSdQFZBaCF8OeRZWqRt3naetm0T+FfLKUpKy3uLwAEQ+GEg8rpapg6yBgAEqsj5i1fWrN8UER5qZWkJ/wQRl69a++jp84htm/X09OAvCCLCz+rolcdhx64jAgEwNdLr1rJ+szq2JsK80tR7ioJY4HmgaPh7yAHQYhMPLSvviuyEnEfb5TkxFC0EQuBrIc8xGjqmTSfrurSHfyNEzCpMyCyI5ZEnhMCPBAHtTOrpS82h6mRlZccnvPesV0dDQwz/BBFfRL6iabp2rZqEEPgLgojwsyopk08K3kUoumNTj/ZerjqQXp52r6IgHniOUDQAgb+DyHOMlrHUthMRGuQ9P1gYfQ55NaEF8F9DniMUbeQ5xLDuQEoghn8RllOl5UXnlaYS+B2BHwkiL9U0dDBtQNMC+LcgiAg/L4xLztIUMzKNwtLUu4qCWOA5oBj4J4gcIbSmzEvDvFl5WlTOo3BlYTKhBQAEvhFEHgB0nbxNm/swYh34V1Coy1Nzo4rKsimKgh+SnWk9PYkM/kUIIsLPrTzhRGnaAwAkFA1A4B8g8qxAaimx7QCUJPfJnqK4q8CzhBbAN4eInErT3MOsuY+GsQtUc8UVOam5b+SqUopQ8OPhkdfVMnEwa0gIgX8RgojweRQKZVl5mZ6uLk3T8F/geZ58BP8FnufJR/AXaekZj588a9m8qYGBPnyGspSrZUmXCMXAP0GeJbRIU+alad60JOlJ7tPdqsIUwggBCHw3yKkFEhNDz8H6bl0ILYBqiOPVmQXxucXJHK8mhIIfDwJShHYwra+tZQzflEqtjouLLy4pdXF2NNDXh4+KS0rkcoWhgT7DMPCH8oqKmNh4jmPdXF21tDQVCmVhUaGhgYFAIACAB48eS6VSd7ca8IUIIsLnOXri9MHDx9asCLK1sYavlZaesS1815BB/R0d7OFrlZSUrN2wuWvnjvXqesBfPHrydM++g75TJzva28Fn4NUVBS9DuIpcIBR8EiLPCbSttO27cCyV8ySiJOEGABCKge8PeQ4ApDZexo3Gahg6QLVSKs9Lz3tXpigAQggQ+CHxyBlILW1N6hBCwbfDsezqDZvv3n8gl8t1dXWXBsx3cXZKTUufOsMvNzd3zcrgBp514aP8gsKg5SsT3yfn5xfUdnfz9Zm0c/e+hMT3NWu4zp09/eWrqLDwXXNmTnNydIAvRBARPs+BQ0f3HTwcsm51hbyitLQsLT09PSOzW5dOAoZ5/Sa6ebMmEi2tO/ce6Ghru7o4nb90JTYuvpZ7zfberXNy886dv1haVu7dpuWz55Hbd0a0827T97eexSXFQoEw8tVrsVjcolmTG7fuqNXqHt06GxsZvX+fdO7SFeT5Th3aWViYP3j0WEtT6/GTpzKZWecO7a5cu7F89frGXg2GDRmoq6Nz5twFjue7d+loa2MDAGnpGbdu3+3csX1pWdn7pCSVSv3qdVTzpk0aNvCET6jIfFIadxQIASDwF8izhBFpWbTUMG1QnHAn92mEujSb0EKoXMipGamxoUd/ffceFCOEH56aVeYWJ+UUJ7OckhAKflxICO1s3kRLrAvfFMuy0W/f6enpvXwdtTho+YK5s3p067J2w+Y79x+UlJQGLpzXtLEXfFRWVh4TF2dgoL9v/+FLV64NHtj/2YsXvXp0PXr89KRxo/fsP9S2dctuXTvBlyOICJ/n4OFj+w4eCVm/6vS5C8dPnq7h4pyU/KGGq0vvnt0WL13hP2ems5PDpKkze/fqXlpWdu3GrYb1692++6Bfn16vo6KzsrLqeNRycXaKevP2+OmzdWq7D+rXZ9+hI8nJH2xsrGJi4/T09EyMjaLfvuvbu1fPbl3mLVhsZmbK83xObu6k8WOClq0WCBh9fb2Y2PhZvlOKikq2bA93dXbu0b3L1Ws3lCqVq7OzV0PPxl4NAeDeg0dLV6zeuHp5fGLS0uWrnRwdSkpLeJ7fsGa5laUl/F94VlH8dq+yIIZQDPwJIs8JdR0k9p15pSr7wbbS5IdAgFAMVAXkOQDQNKtpULu31KYxJRDDD4nl1QWl6dmFiUp1GQD5HfzAEDkjHTtr41rwHZSVl799G3Pj1p1XUW+WLl5QWFi0cfPWrp077Ny9399vZpNGDeHPFi9d/vjp87mzph84fJTjOB2pNiOgzUxNfSaNh69CEBE+z8HDx/YdPBKyftXJ0+cePn68OzzswOEjl65cXx4UELR8lZuray13t01bti2cNzskNExTS6u9d+uDh49ZWlnwHJ+alj5u9Ajv1i1j4xOmzfALDPBvUK/usNETLM1l8+bMmOE3X8AwK5YuXhgYzPF8i2ZN1m4IGdS/r0qlOnHq7LjRI/bsP9S/72/dOncYO2la86aNB/TtPWTkWJ9J41q1bDFp6gyFXDFu9IhGXg1omgaAu/cfLlm2MmTdqviE92s2bNq2eUNuXt78gKUrggI869WBT1AWxhe92QHIAxD4CHmWEmhqWbYSG9crfHc578V+tjyP0EKoasizhGIkFp76tXpKbbyAUPDDQMSi8szsosRyRSECECDwY0NEASNylHlpinTgO3j7LmbN+pCExCQLC9ksX599B4842Ns2rF9vjv8if79ZzZs2JoTAHy5fvb5s5drhQwcNHdQ/KTklIzPz7bvY11FvGtb3jI6JqVPLvVePbkKhEL4EQUT4PAcPH9t38EjI+lUnTp+NfvtuZ9jm/YeOnDxzfvP61WfPX7x45ZqluYwRML6TJ06bNVdfT9erYQPkeVdXFwc7232Hjly4eKVb104tmzWdOXf+4oXzvOp7Dh89oZa729TJE2b5zZdKpYsXzlsYGFxaVtawvmdoWHiv7l20pVINTQ0HO7uAoOWTJoxp2azJxKkzPOvW6dOrx/CxEyaNG9OlU4fUtLSIvQdv3bk7ZGD/4UMGAsDd+w+Dlq/atHZlfML7zWHb94RvTU1P85sfELRoQX3PuvBpxbFH5JmPCCUA5AFAqOsgse+qLivJeRhWlvoUCEUoGn4QiMizhBZKbLz0anTWlNVmRBKoUipWXlqRl1fyoUxRgMgTQkF1wCMv03c2N3CB7wARAYAQkpD4fswEH1dX59i4eJqmKYrOycmp5e62bEmAhljMI6+vp3fv/sNlK9d26dRhwrhR8FFyyodlq9Z27dTxxOmzdT1qPXj0xN9vppurC3wJgojwefYdOByx98C20A1HT5x6HfVmf0T47n0Hjp08u3PrpsysrEm+s0pLyhbMndmtS+fZ8xYWFBSMGTVcLpfr6eokJX8wMNCP2LPfyNho1LAhU2fMqVun9oB+vVet3eju5jrT12fqjDlSiWRZUMDcBYvLKsqH9O+7YHFwz+5d6nrULioulpmZTps112fSeO9WLUZPmNKwfr0hgwYOHjHW0c62a9dOJcXFUql0y/adHrXcF/nPAYDbd+8vWhIcFrI+Ni5hfUjowd07UtPTZvrNXxEU2LCBJ3waW55ZGLWDk+dTQqnEpp3IwD0/6kz+y8OcvJDQQvgRIXIsYYQaxi5S60Y6zt5CbTOobKhQleeXpBZVZMmVpQBICAXVBCKvJdZzlDViaAF8B8UlJRF79mtqahYUFB49cWpQ/z4N63tWyOXvk1J2ROwZM3LYgH69g5evpmh69IihPtNn5+TmdmjnLRKJWrds7uhgvyR4Zb26Hm1atZw5x9+zXt0XL1/NmzPDxckRvgRBRPg8j548vXPv4cihgx4/e56Wlj5u9Ij7Dx8/ffZ81PAhAoFgR8TevPyCMSOGymRmCe+Tdu7em5OTK9HS6tOrR1xC4oOHj/X0dIcM7O/k5LBj194nz54P7Nc75cMHmZlZpw7t9h04LNYQ9+nV4+iJU3K5YmC/3ucuXL505RrLcTVcnHt073zi5Jk2rVu6ubrsjNhnZ2fTtk2r3fsO3r5zr327NsXFxU+fRRobG40cPtjBzg4A4uISTpw+M3zo4KzsnMtXrk0YO6qgqPDQ4eP9+vS0tbGBv1WR8UhZ8E5q10lZlJ19f2tFxiugaELR8CNDRF4NhGI0dLWsGuo6thbpWwt1zOF7QkSFqrRcWVRSkVNckctxKgAghILqAwEZirE3ayDVMITvQ61WHz1+6ubtuyzH1atTe1D/vnp6ugCQnZ2zc8/+AX162dhY79qzn2GYVi2aRew9UFxczPM8x3Hdu3amKOpF5MtJ48cIhcLzFy8/ePS4Yf36nTq0YxgavgRBRPg+KirkYrGIoigAUCiUIpGQEAIfKZRKsUgEf4tlWbVaraGhAZ+gUCrFIhEAyOUKDQ0xfBvIKorzXhwpjDrBKcsILYBqBHnkWUIJhLoWIgM7TdOaEuv6Ih0LoAUEvgFEHgEVqvKSipxSeb5cVaJUVxAAQggAgeoGkTfTd5IZuBAg8D2xajWHKBIK4UsolUqGYWiahv8OQUT45T8o8t8nnZjKyQsILYRqCZHnkOcILaAYsUjXQsPUTcPQSde1XRmHhICWQETgs6g5VsGxFaxawalNNCT5RYmFZRkqTsEjh8gToAghUD3xyEvF+o7mjWiKgX81gojwy59g3ovDWfc3E4oGIFCNISAg8sCztFDTfvjxy1npORUl2kKxgKLFDKPJCMSMQEwLAIAH/F88gpxVlaqVClat5FgFx5azKgWr7u1QW6DMyChMoCgGqjlEpGnG3rSBtqYh/NsRRIRf/gw5derlxcUJNylaCNUf8pzExEW786qjSdG5FaUUoRCQAPkdBUAIAQCE/4WAgAA8IgISIIQAAcIh38W2pqWIS8x6ThEaqjkeeXN9Z5mBC/wECCLCL3+hLEz9cG6OsjCV0AxUc8ipDWt0LvccfSzxNYGvwSFfz9i6vr52YuZjQiiozhB5iVjfwdyLoQTwEyCICN9BTk6uQqm0tDAnhMCXKCktvXf/IUVR7bxbJyS+j3z52tbG2tTU2MLcPOVDanlFhYW5LD+/0MrSXCAQwPdU8v5e2uXFyKsAKKjOUK2waDE13br1ycSXQoqGL8cjyiS6v9k6J2U9UajKCSFQPSEiQwsdzBpINPTh50AQEb6D9SFbUlJS165cGhufkJyc0rZNK5qm4TPs3ncwYu/+bl06DerfZ/bchWq12tDIkOf5Rf5+u/cdePsutkvH9idPnw1avMDK0gL+Q3Fx8c0795p4NTQyMoRvJOvB1rxnewkthGoMkWNtuyyLktrfSI5mKAq+HAKIaWaUW8PM3Mii8myK0FBtWRvXNtS2gp8GQUT4DCUlJTFx8QJG4OLspKEhLiwqSkh4b2xsJBQItCRaAFBQUGhpYa5Sq7Oyss1MTd+8iS4oKmrSyGtj6NZHj5/6z5lpYmIsFArMTE3VanV6eoahkaFESwsAcnPz3icnU4RydnLged4/IKiiomKRv19SckrQslXDhg50cXLMzc1v691y3cYtMTGxfjN9o9/FdGjXRiQSJSS+z8vPNzI0tLOxuXXn7tIVa8aMHNaxfVs9Xd3YhIT8vHxra0tzmQwAMrOyk5KT9XR0HB0cGAEDn4dTlWdcW1accJPQQqimkKfF2pZdll+SQ1x+Bk0o+HIIQBHS17Eulr/PLf1AERqqIUQ01XOwMKwBPxOCiPBP8vILgleuycrKVqlUXg3qDxzQZ+2GzY8fP5PJTAFg1PAhPM8dOHJ8w6plH1LTVqzZMN9v5sMnTxMSEgf067NwcXBmVpZ7TTdLc1lWdvbalcFvY2LXbtg8d5ZvTbcaBQWFQStWFxUVFxQU1Krl5lm37rqNoWq1ukM776Kiolt37tnZ2dhaWbMcu2DenO07d8fGxvXq2f3osROrlwc9f/Fy/+EjhJDCgqKxo0fcuXf/2o1b5mZmE8ePlssVB48cEwoFAGTB3FlSqXT+oiUKpcLI0HDG1MlWVpbw2VSlWSln/ZR5CYQWQDWEHKthZG/acenO1OQKlYLAV+IR21g624rUyXlvCBCobnjk9CTmtiZ1aIqBnwlBRPgnx06c2rYjYqavT2pa+pHjJ3t173rwyPGA+X6I6L9wyawZPsjz23bu3rdzW2JSkv/CJauWLbl+6/ar128itoeGhe+6defexjUrEhLfLwwMXrp4wdPnkc9eRG5cu0JXR0ehUCanpNA0ffHy1fMXL4duWhu+c3dpecXq4MCY+AQ//0WzfKckJLy/duvO1k3rdu3ZFxMb19a7zY6du3dtDxUwTGFRkVyhCFy6opFXgzatWvjND5gz09fDveboCVPqetRu5916+ep1LZs39WpQf/a8heNGj/Bu3VJfX49hGPgSFZnRHy7OZ8vzCMVAdYOsUtu2sW67wPB3T9Q8R+ArsTxfy8i8nczyTeodRB6qFUROS6TnIGsoYMTwkyGICP9k89btR0+cbuBZFxEpQkxNTa5cv7lv13aBgBk0bMyo4YN5nt+xe9+BiPDE9+/nLghcsXTxjdt3Xr9+ExG+ZfvO3Tdu3dm+ZSMA8fGdZWRslJOT61nXY9L4MQCQl1+wecu2vPyCioqKjKysrZvW7ojYU1Javn7Vspi4eN9Zc+f7zYyNjb9y/ebmDWt27dkXExvXvq33zoi9O8I2Jb5P2n/omJaW5qtXUR3ae3ds22a63/yggAWW5rIhI8dZWprLTE0LCgtbtmzepWP7rWE7Ll69XsvdbbrPRHOZDL5QUdy19GvBwHFAUVCtIKc0dO/FNpp4+O0jFpHAV+KQt5bqd7d1jU+9xSELQKCaQOSFjIadqadEQx9+PgQR4Z8cPnpi5+59C+bOsrW1kcvlsXEJK9eunzF1MuL/aw8+wKI610UBf/9a0xk6Q0e6il3svcQSe40lGitWFFFBUYgdCygqimLDXmPXrdHYFQtWekd6lyLMMDNr1vpuDufZ99n7nnPuMYkFyHpfCN4e6rvES0DTwTt2Bfj5xMcnXrpyfce2zXfvP4yJiTt6KPzQkeOXrl7/2c/XvU3rk2fP7dl3SF9fvj14U6sWzQHg7r0H6zYGrfJfnpaeceHy1f1hOw4ePlZVrdy5dXNicoq3j1+An09KStrtu/f3hIZEHD2elJwysH+/iCPH9+4K2bl7r0aj9ZzrsWbD5o7t2w0ZNGCx74opk3/s2rnjkmUrO3fs8NOk8TU1aiMjQwLkQ1lZRkbm2o1bVq30HTRwAPxxpe/OFkXuA2SBUFB/IHJ2Pb3iLTs/yk6kCIE/i0M0FEvHOLcs/xBdpSknQKA+QESaFjiYtzWWW8HfEkFE+N+UlJSuDdycl19gYGBga201a+a0kJ1h0TGx5haK/PzCZUsWtW3Tarn/6qKiYldX56qPVSv9fB49iYyPTwzbuS3q5Wv/1esNDQ1CgjZyLDt9jqeDg/2eHVulUikAZGZmrfh5Lctx+nK5RqPZtGHN8ZNnqlXKjWtXpaalr1y1zmfxwrT0jHsPHm3bHHjizLnUtPR+fXofP3U2NGTLnbv3T5w+a21trVRWd+/W9cfxY1f+vC4pJWWxl6dWozl28oypqQnHcvPmzJRKpcHbdrIcJ5fLV63wtbdvBH8ccrriFxElr44TigYgUC8gEop2Hrbllk4WW5orpGj4CxDgB5c2MrYk50MSRWioB5AAZadooTB0gL8rgojwCbSMNjMzm2EYO1sbAwODmpqa3Lx8luOWLvOf+tPEcWNGlVdUlH4os7OxpihKIBCwLMtxnFgsBoC8/Hy1WuPoYF9UVDxz3oJRw4fOmjEN/qm8oqKwsNjO1kYoFIpEQobRAaBIJOI4TqvVikQijuNYlhWJRDqdjkMU0DTD6MRiEQBkZmXTFGVpaUEIEQqFlR8/FhQU2trYyOV6RcXFhUXFpiYmVpYWFEXlFxSWV1Q4OdjLZDL4s5Bj8x+ElMdfJRQNQKDuQ6REUucfj10pzE8tLxZQFPwFDMd+b9/cSYppha8oQkNdhwDE1rSZhbEz/I0RRIQ/q6T0g+eipZMm/DBi2BD4BLd+uxsWfmD9av/WrVpC/cRqlfn3t1Ym3ya0EIBA3YYcKzVxMBsddvF9YqHqI00I/AUscq0Vdl1NjdMLo6DOQ+SsjBvbmDUFIPA3RhAR/ixEVKlUIpFIKBTCJ9BotDodo6enB/UZp1Xl3QuqTL1LKBqAQB2GHGPq2k/bZcH59FgdxxJC4C/gEM1l+hNcWrwvfFmjqSSEgjoKf2dp7Gpj2pQQCv7eCCIC7w9iNVV597d+TLlDaCEAgboKdRrrLrOKXIdcSHsnomj4axBARNEzm3cuLn1XriykCA11Ef7O3MjZ1qwZRSj42yOICLw/jtWq8u9tqUy5RygaCIE6CXUah8GBSSZutzJihBQNfw0CUISMdmkjqMku/phJERrqGAQkCJbGrtamTQkhwAMgiAhfEcdxRcUlhgb6MpkM/kVKalp2dq6jo72zkyMAlFdUaDRaC3MFIUSlUt1/+LhDe3dzhQLqElZTVfg4rDzhOqEEQMbLJRwAACAASURBVAjUNchRQmmjYVse6KQxxVk0oeAvYxF72bq66VEZRW8BCNQlCAgAVkaNrU2bEEKAV4sgInwtuXl5e8IPPop85ufjPXTw91CL47iTZ345+8sFhUKRX1CwcP4cGyvLHbvDa2pqxo4aPnbUyAMRR3Jy8/x8l8jlelDHIKsrfBpeFnMBkSOEgroEOZ3E2MFqcOCxgryPNUpCCPxlOo5tZmo12M4pPvsBhxzUGYhIU7S1aVMLI2fg/QuCiPC1nDx9LurV65i4BC/POaOGD4VaSqVygbevlaXFMh9vz0U+bk0am5qaFBQV2Vpbv8/MGtjvuxOnzwas8HWwbwR1ErJM6dszxS8OIccRioY6A3UaeaMOZt+vP5D8VsvqCHwGLHI2cqNRTs0zch/qOAaAQB3AIScSSGxNm5sa2ALv3xFEhK+FYZj0jPdLlq30mDF19IhhUItluYijx/9x83bLFm7pGZk+3gvLKyoOHzsplYgdHR2zc3J+HD+2Z/duULeVxV8veraPVVUQWgB1A6fTmDYfSvdYeiL+qQ45Ap8BhygXicc6t6quSKhQlRBC4FtD5CQifXvzNvpSE+D9FwQR4StKTkn19vGbNXPa6BHD4J8inz5fG7hFrVYbmxitCVjRoplbbHyiUqm88ettPZnMxNQ4Ozt3+NDBXTt3hDqsOud1/oOt2vJsQovg20PkOOuuc7Ic+t9+H0sIfC4scj+4tjXA8qySeIrQ8E1xyBpIFY0UraRifeD9dwgiwleUnpGxcPGyubNnDB8yuLpaWVNTwyEuWbaybetWHjOmrAhYy3Lsnp3bBALBxctXn0e9au/e9re795s0dn2fmRUSFCgWi6EO05RlFTzeVZX5jBIIAQh8SwiEdhq0/g5lElOcLaRo+EwYju3XyK2xHpVW8JIiNHwjiAgETPVs7MxbCmgR8P4HBBHha4mLT/ztzr2zFy716NZlwrgx0TFxj588XbJowdrAzfaNGo0YNvjAoSMmpsYhQZtiYmNDw/b5LlmUl5t38swvTZs0LigqCt64TiQSQd3G1lQWPj9QkXAdOZZQAvhWECmB2GVCxNUPZcllhQKKgs+ERa65qXVvC/O0gigOWQIEvjpEjqaEliaNLQwdKYoG3v+MICJ8LTdv37l77wFFUSzHdenYwdBAPzo2fs6s6a9evTl/+apGo7GytJw6aYKTk+O+Q4dtra2HDRlU+fHj6bPnC4uKRg0f1rpVC6gPEKAi8WbRswO66iJCi+CbQE6kb2k9/tCFzMS8qgqaouAz4RBNJHo/NWmdWfhKqS4nhIKvC5GViU3szNz0ZQrg/W8IIkIdwHFcjVqtJ5MBACKq1WqpVAr1WU1xUuGTPcrc10AJCKHg60JWZ+TYlfRefj4jTq3TEiDwmSCAgKJmunX+UB5bVp1PERq+FkQEAqZyWxszN5FACrxPQBAReF8Gy6hKoo6WxV3hNNWEFsJXhKzWqv1PJU1HXUiPEVIUfD4IQABGOLeWMfmFFe8pQsFXwSEnpCXWpk0UBvaEEOB9GoKIwPuSqnNeFT3dX1MUDxRNCA1fBceo7Qeufm/hfj39nZCi4bNiketm7dzGQJpa+Aq+PEQOgBjqmVuZNJFLjIH3RxBEBN4XxmqqSt+eKYu5xKorCS0EIPBFIRJaYD8s6BkxjspPE1AUfFYMx7qZWA61d4nPesAhC18Sh5xEKLcwclYY2hNCgPcHEUQE3lehzHtb8upEdfYrQJbQQvhikGNFhlY2gzeeKSkrUVZShMBnxSJnJTMc5dQ8s+CxjtUCEPgCEDlCaBN9G2uTxmKhHvD+FIKIwPtakNNVJP76IfoXdWkqoYRAKPgCkNXKbdqYfb/+QGqclmUIfGYcokwgGuvSSlOd+qEqnxAKPisEBAQ9iZGVcWMjuSXw/gKCiMD7upiqog8xF8sTb7CqMiA0oWj4rDidxrhJf2lf/6PxTxmOJfD56ThujEtrU6r6fXEMRWj4TBA5ICAW6FkYO5vIrQW0GHh/DUFE4H0LmvLsD+/OVaY/1KnKKEoIhMBngpzOquO0oqajr6e9QQACn5+O43raujaXC9MKoygigM8AOeQkQrmZQSMzA3uhQAy8z4EgIvA+GcuyNE3D56MqSiyLOV+V8YRVVwNFE4qGvwoBiMOAgCeSRq8LMwUUBV8Ah+hqbDHA2jq9IErHMoQQ+LMQOQAQ0CIzA3szg0YSkRx4nw9BROB9grLyinPnL4lFoqmTJ1I0BZ9VTXFyWdyV6qwXzMcCQguBUPCnIRJa5Dou/FqlKvFDvpCi4QtARAORZJpbu+yi11U1Hwih4I9D5ABAIpIb6VmZGTSSiOTA+9wIIgLvExQUFl26cq2qqtrHeyEtoOELUJemV6berUi6zVQXA7KEEgCh4I9CTiAzsZ949EJ2anZVGU0o+AIQQECoqc06VpYnlFXnUYSGT4aAv6OAkor1zQzsDfXMxUI94H0ZBBGB92mePo96+uzFEi9Piqbgi2FU5ZUpd6veR9YUxbOaaooWAiEABD4NcjoDW3dx/7XnM+KqtGqKEPgyEGCoYwsjrjS/PI0iFHwC/B1wQlqsJzE2029koGdBUzTwviSCiMD7BAyju33nXtSr176LF8rlcvjCOEatKoz/mPGoKv2hTlWJrBYoilAC+N8gqzVv80NFq0kX0qJpQuCL0XFcZyvHTqaGSfnPAeH/A5FDAIpQEqHcWG5loGcuExlRFAW8L48gIvA+Qcb7zKvXb6pUqh7duvTo3hW+Fp2qvDrnZdX7pzVFydrKHAAgFA2EABD473CMulE/v2zrrlfT3wopGr4YHce6GpsPt2+ckP2AQx0AgX+HgIgcIUQiMtCXmBjJrfQlZhRFAe8rIogI9QHHcTqdTiAUUoTA35KmPFtVmFCdHaXKf8fWVHI6DSACRROKAiDwnxAB0GFY0GuJ9ZPsJAFFwRfDISqk8tFOLXILn2pYNQECAPg74AhQvxMJpPpSMwOZQiYxEgtkwPsWCCJC3cBx3Iuo18+jolRKlZtb0769exoZGZaUlKo1ajtb29dv3u3cvdd/hU8TV1f4wnQ6XU5OrqmZqYG+PtQ1iKxWWVOUUJ39sqY4WVuZx1QVA7JA0YRQiJxQrrAdsvlSpSq3spQiBL4YRBTR9A8ubdiazKKKTPI7IGKhXCKSyyXGBjKFVGRAERoI8L4hgohQN1y8fHXH7r1NXV31DfSfv3jZt09PP5/FR0+cTkpJDdmy8dmLqHWBW7ZtCXRr2lggEBBCoJZarRYIhQKaRkRCCFdLIBDAP2k0GgAQi8VQS6PREEJEIhEAMAzDcpxEJAYCDMNwHCcWiwGgoKDQxy9g8o/jvx/QjxCi1WoRUSwWQx3DMTXayjxtZYG6JFlVmFBTmsqpP8rMmyoGrQ9PS9CyDAXkP8DngQCAiAAI+DtCCCKOcmltJdQVVWbpS0xkYkOJSF8i0gMgwKsbCCJCHVBcXOLpvdTF2XlNgJ9IJDp5+tzBI8cmTRj3j5u3ioqKBw3s36pViz3hB92aNs7Ny2/n3maxl6dWq927/1B0TJyxsdFcj+karfbWb3dLSz9YmJsv9/GmKEqt0Zw6fe7Rk8gataZf394Tx429cv0fN2/9JpNKF8yfU15Rcez4aY1WM2nCOKFQePrchZqamr69e04cN+bg4WNHT5xuZGc7fepksUh06sx5QmDWzKndu3aBugo5ltMq1aUZhCBt1frm+7iPWrVSp1UyWg2rAwACBAAIgd8RIABACPy/EP4vhP+AgIiAgAAgomgxLRALhBJaoC8UG4llZjI9JwNTuVCECIQQ4NU9BBGhDoiLT/ReunzOrBk/jBkJANExcV5Ll0+fMikuPjEtPWOF7+JqpdJ/9fp+fXoqFIrzF6+EBG+Mj0+88o+bC+bOuvHrbbVa06Nbl+DtoUMHDxw9Ylirli0IIVXV1fcePFKYmb2Ljr32jxvLlnpv3bGrb++e3bt2tjQ3X7cxSC6XTxw/prpaGbpn34Dv+pibKw5EHF0T4AcA/qvXDx44oH+/PkHbdjo7OQ0dNMDS0sLBvhHUHypGq9JplTqtmtVpdDqVTlujY2p0TI2OUem0ah1To2NYRAAghFAA5HdAKEIIACEgpAR6QpFcKNYTig1EYj2BSCwQiGmBmBaKaVouFAOvPiCICHVAbFyCt4/fnFnTx40ZBQBv3kZ7+/oF+C1LSk55Fx0bsX935PMXa9Zt2r0jWCqVzvNaMm/WzCeRz2LjE7p07pCVlQMEunftcursLxH7dttYW0MthtE9ff7i+YuovPyChKSUDWsCbt767dmLqGGDB00cP+bSletnfrnYs3sXJ0fHg4ePtW/XRiaRvXkXvdBzTqf27pOmzfLynPv9gH7BITtv3bnfp1ePGVMmWVlZQv2GiPA7DhAROMDfEQBCCPwLAgRqUaQW8OoxgohQBxQUFs3zWtKkscuagBUioXDPvoNXrt/YtT345s3bb2NiIvaFvXj5al1g0M5tmyUSycIly+bPnvnk2Yvs7OyF8+aIxSI9Pb3o2LiDEccOhu+ytbGGWvEJiUuX+48dNVIsFh09eSYkKNDO1iby2Yut23dNHDfmpx/Hx8Ql7Ni1R6VSVVVVe0yf0qK5GyI4ONirVKrps+fPnjF15PChSqUy6tWb7aF7unTu6L98KSEEeLz6gyAi1A2nzv6yJ/ygna2NUCR6n5k5ddLEGdN+OnHqXGjY3oED+rVu3XLf/ohd24OkEsnsBd7LliwCwOCQ0E4dO4jFIgf7RmKxeO++iGMR4bY21lArOSVtyfKVzo6OHMcmJCUvXbTwceRTmUwW+fTZ5IkTsnKyOZZ7Gx3b3K1JfkGRTse0adOqoqLSY/pPxsZGHnO9PlZ+HDFiSHFxKSL3Iur18GGD5nrMAB6vXiGICHWDjmXfvH0XF5+IiM3dmrZv11YgEHwoK79z775QKOzQrm1Obn7LFs1oio6OiXVxdjI1NXn+4mVsfIJQJOzcob2xsfH7zCz3Nq0lEjHUYlnu9dt30TGxjV2cpTKpo4NDbFxcckpaY1eXzp06JCenvnz9RmFm1qdXD6VK9TjyaVl5hZO9fc8e3fT0ZG+jY16/fufu3pphmDdvo+1sbXr17K4vlwOPV68QRAQej9dAEUQEHo/XQBFEBB6P10ARRAQej9dAEUSE+q+iopKmKX19ffgvyisqRCKRnkwG/06n0+Xm5VtZWojFYuDxGiiCiFDfqFQ1585fTEhKXuQ519DQcHf4/ri4BCBk+NBBP4weSQiBWkqV6sjxk4+fPJNJpTOmTba1sT505ARy3LQpk1ycnS5evhodE7fMx1tPJgMer4EiiAj1ilbLhIbtvXPvQVV19cHw3aYmxqfPXbCzsbly/UZefsGJiH2WlhZQ6/LV6zvDwidPnPDi5csaVY2dnS1N0wzDWFtZfte3d3DITq/5c93btoYGiuM4+E8IhKIIgU+UmZWtVKqauTUhhACvniOICPWKTqdLz3gfHRt/4NDhndu2NHNrCgBqtXrjlpCUtLS9oduMjY0BABHXbNiUnZN3eH/Yr7fv7ti9x97O1tDQkOM4MzPT0tIP3bp0HjViKDRQ//j1tytXrwsEAiDAaJl27m3meEwnhMC/uPfwkYmxcZtWLeHfbdm2MyUlbd+eHQKaBl49RxAR6qFbd+4Fb9sRuj24WdMmp86eP3XmXEnphxlTJnvMmELTNACwLLt0eQDLsru2B0U+e756/ab5sz1y8/IoQhWXlLAcN6BfXy3DtHdvY2xkBA3O2+jYqJev7j98XFxSMnL4ULcmjfv17Z3xPquouFhhZurq4lxQWLRo6XIHe3svzzkW5ubvMzM/fChTmJs5OTgEhYQmJaccDN8loGng1XMEEaEeun33ftDW7XtCQxq7upSUfsjLy7t249d79x4GbVrXoX07AOA4brn/6qqqqvDdOx48frJhY3BIUGCrli0in704dfaXtq1bRT59wXFsh/bunnNnEUKgIdocvD0uIfHYoXCKoi5duXb81DmxWFitVHlMm6JWq3fs2iMSiUYOH+Lo6Hj56nUAqKioWOw1/+XrtwkJSfv3hgpoGnj1HEFEqFcQsaSk9Mbt344cPfHzyuWN7GyLS0ptra2u3fg14uiJrZs2NGnievjYyTEjhz18HHnpyvX1q/1v/XY3Ji5hb+g2pUq1buOW2TOnxcYlZGZlW1taZOfkBq5bRdM0NESBm7cmJCVH7NutVCqnz/bs3bPHvNkzNm/dnpKasTlwzap1gc5Ojr7eXmXl5VVVVSpVzdrALd26dkLEpKSU/XtDBTQNvHqOICLUK1qtdsfuvfcfPFYqlQqF2Xd9ej15+ryy8mO1UtmjW5cVvkvSMzKW+69e4bvEwaGR/+oNefn5QqFg3myPId8P2BS83VxhNnfWjOiY2B279+p07JTJE/r37QMNVODmrQlJyYf3h+Xm5XnMW7TUe8GQ7wccP3Xm4uVrIUEbA7dsbdqksY/3wkdPIk+fvSDTk0bHxA34ri8QSEpO2b8nVEDTwKvnCCJCvYKINWo1x7IURbMcKxaJ1Wp1bl6evr6+jY01RQjHIcNohUIhRVFKpTIrO8fU1MTC3Fyn02Xn5NraWItEIgBQq9Ucx8lkMmi4NmwKjk9KPnpgT1VV9fTZ87t17Tx18sQdu/aWln7YsnHt8pWrDQ0NFs6fvXXHbo7DebNmrNmwqUM7d0KRpOSUA3t3CWgaePUcQUTgNVAhO8OSUlJ2hQSJRKIz5y6cPHNOLpczDLNowbwe3brsCT944sy5QQP6WVpZXLpy3dLCQqlU9uzeFRFTUtN2bN1M0zTw6jmCiMBroBiG4ThOLBZDrcKi4pLSUjtbGyNDQwBgGCYrO1su1zc3V2Rn51AUZWlhTggBAI5DsVgEvPqPICLweLwGiiAi8Hi8BoogIvB4vAaKICLweLwGiiAi8Hj/QsswFCECgQD+LERkGEYgEFAUBbxviiAi8Hj/xDDMip/Xuro4z/GYDn9Wesb79ZuC586a3rljB+B9UwQRgVf3cBxHanEcEgKEEEQkhGi1jEBAUxQFtdQaDU3RQqEAfocIhGi1WqFQSAiBWmq1RigU0DTNcRxFUQDAcRxFUYhICEFEhtGJREIA0Gq1IpGIYZgZczxbNG+2dNECABAIBADAcZxWqxWLxYQQAEBEQgjDMEKhEADUGg1N0UKhAGpptUxKWprP8gDfpV7f9e4FvG+KICLw6piKysq9Bw51ate+b5+eu/fut7KybO/e9tSZcyKR6HHksxbN3BZ7eUqlkiPHTz+OfCqTyWZO+8nEyOjClasUIc+jXnXq0H6x13yNRrs7/EBMTFzTJo179ega+fyFx/SphED4gYgJP4wtKCyIevWmsrIyJTV9xLAhWdnZL1+9GTt6xA+jRy5YvEyr1VKE0rG6RQvmmisUYfsOZmfluLg4ec7xMDQyPHDoqKqmJjU1dcH8Oa/evHvw8LFMJps+ZZJ729YHDh558PiJpaVFamp6wArf3j27A++bIogIvDqmoLBovteSoYO/nzntp+mzPV1dnIYN/t7T26dt61Ytmjc7euJUgJ8vo9PtDT+4aOG8p8+jsrKyRo4cviV4e78+Pc3MFOcvXg4J2hgbF3/52g0vzznIYWFx0YlT50JDthBCPBf5rPJfnpaWEX7w0OSJ4zPeZz55+nzCD6NLSj8kJCZvDw4MCtmZm5v/06SJ12/8KpFI5HI9jVozcdyYXeH7u3bqNGXyhLkLFmsZZs6MqSWlH85duOTlOffp86isrKxBAwfsPRgxfsyogsKiW7/dDdq4tleP7sD7pggiAq+OKSwqXrjYd8iggdN++nG25yJnJ8fBA/svXe6/ZtXKVs2b/TjVY8K4sbl5ebdu3+3dq3tBQZFSqRzY/7vjp8/uCN4olcrmeS2Z6zH9waNIoUCwOXANANx78CgoZOeukCCKohZ6+67080lJSb11597B8F137z3cd/DwqWMH30XHBm8P3bJh7c6wvY1dXZYtWRRx9MTZ8xcpijIzNWnWtMnb6JiWLZrP8ZjutWR5z+5d58/x2By8/fbde3169SgoKFKpVBYW5jk5uQfCdxUWFi3w9vVd6tW3V0/gfVMEEYFXxxQVF3su8unbu9fkieM85i1s367toAH9fPwCVgX4NW/aZNqs+ePGji4oLHzw8MkKX2+ZTCaVSnPz8oO27dyxdZNEIlm4ZNm8WTMeP3lWVlG+bUuggKYfPHqybefubVsCa2pqVgSs27A2IDk55fbd++G7t9+7/+jQkeNHD4VHx8SGhIZt2bBmx+69ZqYm61b5h4aFP3wcCUBaNHcbN3YUIJiZmUqlkgXevn169ZjjMT1o247Hkc9W+C6WyWRSqfT23ft37tzfs2tbTm7eyp/X/ey/rE/PHsD7pggiAq+OqampCVgbGBX1ysHBPis7Z8igAYMG9PNaunzDmp9bNGs6carHlEkTnBwdVq/f1LplCyMjIxNjI0f7RpuCt4ft3CqVSGYv8PZdsohl2Q0bg21srfT15KNGDt27P4IilJ6eLCc3LyhwbUJi0s3bdyL2h925+2DfwcOnj0W8jY4JCtkRsiUwdM/+tLR0Gxur95nZY0ePoCn65u3fevXoVqOq6dG9q3vb1h5zF/br23v+HI/Ipy/Wbw5q3bKFkZGRsZFh2zatAlZv0NeX0zSdm5e3cd3qPr16AO+bIogIvLonOyf3waPHCoXCxtpKKpFaWChi4+LdmjTR15e/fvvOztbW2srybXTM6zdvAUh797a2NtYpaemtWjanKTo6JtbFxcnY2OhJ5PPk1FQXZ+fOHdvHJyTGxSe2aNGMIsTJwaGqurq4uKRNm1alJaWZWdnt3NtUfqxKS0tv3twtMzOb49jE5GSRSDzguz40LXj4JPL9+/dGRsa9uncxt7B49y5GoTBzsG/Ecdy76NjXb98CkHZt27Rq2eLN27ex8YnN3JoIaIGjg72ZmSnwvimCiMDj8RoogojA4/EaKIKIwOPxGiiCiMDj8RoogojA+xsrKSnVaDU21taEEKilUWvyCwstzBUymQx49RxBROD9je3cHZ6dk7N184aU1LSs7JwB/frGxSds3rp9/myPrl06Aa+eI4gIvPqJZdmk5JSq6mpnR0eFwuxjVVVKSppAIGjatLFELFYqVUkpKQJa4OLsWF5RoS+XGxoa5ucXiMViuVyv9EMZASivqCivrFRWq3p06xwatu/Zi5er/JdZW1k9jnzas1tXc3NFYnJKdVW1s5OjmZkpAOTm5mXn5porFM5OjoQQ4NV5BBGBVz+d+eXCufMX9eX6vXp2Hz508ObgkLz8AoZhunXpNPnH8bv37H8XE2toaDiw/3cvol726tF9zKjhy1ascnZ27N2z+6bg7Rq1Wl9fv0lj14rKynFjRv68NjC/oLBt61ZjR488+8uFOR7TE5NTrl2/KRAKjIwMA/x8qqqqAzdvRQArSwt/Px8jQ0Pg1XkEEYFXD7Esu2zlquKSkmVLFjV2dbn6j5sHDh1Z6r0wOyf3/KUrY0eNOHv+0qb1q5o0ds3IyNywOXjooIHTpkyaPmt+06aNBw/s77nId+SIIbOmT921d19ySlrEvt37Dh5+8OhJaMiW4uLS5f6rxv8w5tLV63179mjbtvXaDZtne0zXk0mDt4f6+S7p4N7WxMSYoijg1XkEEYFXP0XHxIWEhpWVlc2Y9lNubu7FK9c7tHdHjiMUbaEwu/fg8bFD4aamJqUfyuYu8B45fMjkieNnzfNq3Njl+wH9fP0CVgf4denUcfPWHckpqYf3hx2IOHrvwaOIfbvfZ2Yv91/V/7ve127ccnFyMjY2LC+vGDtqZDv3NqFh4Y+fPu/WuaO3l6eRoQHw6jyCiMCrh1iWzczMoigqdO/+srLyLp07XLl2w3/ZUkdHB7VanZiUEhSyc/HC+U6ODpUfP4bvj3BxcRzY/7s16zcPHPDdwP7fLV22cnWAX7cunTcFb09OST1yYM+hI8cvXb2+7ueVHHJr1m0aPXr4pcvXhw4aOGzI90qVylxhptZoqqurX0S93h1+MDRkc3v3tsCr8wgiAq8e0rHs9p1hb969U6lqhg8dPGTQwA2bg/Py8g309e3sbOfOmhEaFv7i5Su5nnzWzCkFBUUnT5+zsbERi4SdO3Xo07vHz2s2LFvq3bF9u527w1PT03dvD456+dp/9XqFwmzShB+OnTyzyHNuYlLyhcvXFAozoUCw2Gt+cUnp/kNHWJ3O0tJiTcAKExNj4NV5BBGBVz+p1eqMzCw9mayRnS0hRMtoMzOzGUZnZ2ttYGDAMExmVrZEIrG1sWZZLis7W19f38TYCBFpmtZqtSKRiKIohmE4DsViEQDk5eer1ZpGdrYsy4rFYkJIXn5BaWmphYWFucIMAHJy81SqGkcHe4lEDLz6gCAi8Hi8BoogIvB4vAaKICLweLwGiiAi8Hi8BoogIvAarvSM99k5uQ6N7Bwc7AkhUKusrDwpOcXMzNTVxZkQwjBM6YcPxkZGEokEAF6/eYfItW/nDrz6jyAi8BoinU53IOLIzdt3LRQK+0Z2Pku8JGIxACQlp6xat7Gqqlqj0cycMWX08KHbdoRFx8ba2dqsW7Uyv6Bwy9btc2fN7NDeHXj1H0FE4DVEMXHxfgGrF86b069vb4ZhpFIpIQQRNwWFxMbH/7xi+amz59LS3/suXhgatm/c2NHnLlycM3P6les3mrk1nTJpAiEEePUfQUTgNUSnz50/duLMkMEDCUCH9u4d2rkTQlQqlbfPCgsLxfrVARcuXd136PCmdatPnf3lY1WVVCIxMzPlOFwT4Ae8hoIgIvAaoogjxw8dPd6vb++y8orklLQ9O7e6ODtVVVUvWrrM3r7Ran+/K9duhO4JPxC2UyQWZWRk5uTmPXwc2a1r55TUVAd7+8kTx0mlUuDVcwQRgdcQHT919sKlKxH75rogfQAAAVNJREFUwoqKiz0X+Sxf6t2mTUs9mWyZ/2qZTLZ10/oTp86cPHP+yIE9FhbmJSWl6zZu6dWz+8NHT5wcHV69ebdw3uzOnToAr54jiAi8hijq1Ws//7U/jh9b8bHy0eOno0cMvfHrb6sDlj2OfP7LhcsjRwy5//CJs6PjpvWrtFpmU3CIhbnix/E/+P28xtXFOSY2fpHn3Pbt2gKvniOICLyGSKfTnTp7/tGTp1KJZOzoEaamJhcvX5s+ZZJcLt+770BScpqDvd3MaT/Z2zd6/fbd7Tv3582eaWRo8PDxk9/uPGjm1mTsmJEioRB49RxBRADAWgCAiMBrEAghFEWpVCqBQCASiaAWIkItpVKlpycjhLAsq9VqKYoSiYQchzRNQy2O4xARePUQIQQACCEAQLhabC38J+A1FBRFYS34F6QW1gIAQggAICLw6j/yTzRNUxT1fwDmU2ocTs8E/AAAAABJRU5ErkJggg=="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9827248454093933
},
{
"class_name": "flow_chart",
"confidence": 0.006901008542627096
},
{
"class_name": "bar_chart",
"confidence": 0.004563044290989637
},
{
"class_name": "calendar",
"confidence": 0.0029063974507153034
},
{
"class_name": "table",
"confidence": 0.0017915199277922511
},
{
"class_name": "line_chart",
"confidence": 0.0007213493809103966
},
{
"class_name": "other",
"confidence": 0.0001265226019313559
},
{
"class_name": "full_page_image",
"confidence": 8.229394734371454e-05
},
{
"class_name": "engineering_drawing",
"confidence": 5.336290632840246e-05
},
{
"class_name": "geographical_map",
"confidence": 5.111384962219745e-05
},
{
"class_name": "scatter_plot",
"confidence": 1.9382912796572782e-05
},
{
"class_name": "icon",
"confidence": 1.835844523156993e-05
},
{
"class_name": "page_thumbnail",
"confidence": 1.1774440281442367e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 9.023232450999785e-06
},
{
"class_name": "music",
"confidence": 7.1176050369103905e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.4346251140959794e-06
},
{
"class_name": "logo",
"confidence": 3.309444537080708e-06
},
{
"class_name": "box_plot",
"confidence": 1.3033036339038517e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 1.1313130698908935e-06
},
{
"class_name": "chemistry_structure",
"confidence": 1.0129156180482823e-06
},
{
"class_name": "signature",
"confidence": 8.137747613545798e-07
},
{
"class_name": "photograph",
"confidence": 7.103327561708284e-07
},
{
"class_name": "topographical_map",
"confidence": 5.257332418295846e-07
},
{
"class_name": "stamp",
"confidence": 3.3621651596149604e-07
},
{
"class_name": "bar_code",
"confidence": 2.2926485598873114e-07
},
{
"class_name": "qr_code",
"confidence": 9.527260402819593e-08
}
]
}
]
},
{
"self_ref": "#/pictures/60",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9649354219436646,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.03343570604920387,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.0009994449792429805,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0003181362117175013,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.00013139122165739536,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.7556652387138456e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 2.9930612072348595e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.195506021962501e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 2.121582474501338e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.976442763407249e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 9.814079930947628e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 7.622641533089336e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 6.458106781792594e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 5.84768758926657e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 4.685839030571515e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 3.661620439743274e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.418904952923185e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.1748120363772614e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.077999281231314e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.10723146917735e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 3.878816414726316e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 2.3753823086281045e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 7.529948931050967e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 5.261877333850862e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0826216367831876e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 6.776824434950868e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 19,
"bbox": {
"l": 690.649169921875,
"t": 34.7371826171875,
"r": 725.7103271484375,
"b": 6.42071533203125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 35.0,
"height": 29.0
},
"uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACMAAAAdCAIAAACvy0LTAAAG6UlEQVRIDb3Bb2wT9xkA4Pd3zl04J3cFhZ5Dmp4NuNQNCbLTUDUqTJB1yxWENGlFG2NKQkIDIlOjUAmmVRMJmtJurbZO09TVTCVfOrfDI533B9YhNlLWEdaC5Spgi4sZ52JMnNh3jmP7zj6/005CSj9OCnsegojwf0EQESzV8lI5fxfNEgCBFYAAVI19bY29ESwEEQHA0G7nE38jFEPRdbBCsFoxDZXh13PiTiA2goiVQlq7ddbe1Mmu3QzEBiunUsws3v4j88iGuse2EUTMfzFV1TV+4x54CPRcYkm5sMbzbYKIOTlEc4+zDh88BFVT16IBbv0ugoiaHGJ4kRW8sEwVsVAsUIQqVyoMTZtV0zSrDMMYZeOReq5YLFYBKpVKLcOUK2WKsgFgpVKxr2JpmoZl0DTUWIBzSgQRNTnE8CIreOGBi1c+uRmfNSqG2Nh06dOrvqc2q7ncvJppdW+6dmPmx68cP3P+T/cW0vmlwhNO1+e3Yo0NjzIMLSt3trZuSc7dH9y7j121CixoGmoswDklgoiaHGJ4kRW8YFnM5/ccOfjE+g3NDsfGZvHcx5e2tm1Z0LR0NtPuabkSuf7rk6+fPnvmTiqp64ZbdF2PzjwmOBiavjkrP+v1vX7qnV/+cPSF7TvAgqahxgKcUyKIqMkhhhdZwQuWeELZ0bdvz87nHQ0NG5vF85enOlrbMpqWzmZ8npbpSNg/Nj4xGVRSyZJuuEVXODrTJDgYmo7GZzt97T/42RvHDx4+2jsAFjQNNRbgnBJBRE0OMbzICl6wxBNK14H9u3d0ORoaNjaL5y9PdbS2ZTQtnc34PC3TkbB/bHxiMqikkiXdcIuucHSmSXAwNB2Nz3b62l99681jA4eO9g6ABU1DjQU4p0QQUZNDDC+yghcs8YTSdWD/7h1djoaGjc3i+ctTHa1tGU1LZzM+T8t0JOwfG5+YDCqpZEk33KIrHJ1pEhwMTUfjs52+9lffevPYwKGjvQNgQdNQYwHOKRFE1OQQw4us4AVLPKF0Hdi/Z+dXHWvXrm9qPn95qqO1LaNp6WzG52mZjoT9Y+MTk0EllSzphlt0haMzTYKDoenY7fhz7U9//6c/OTZw6GjvAFjQNNRYgHNKBBE1OcTwIit4wRJPKF393935zLMNq1e3P7X53MeXOlrbMpqWzmZ8npbpSNg/Nj4xGVRSyZJuuEVXODrTJDhqGSYSi7ZtevKNd/3HDx4+2jsAFjQNNRbgnBJBRE0OMbzICl6wxBNK90u9JlbtLHvyeyMfXvjo6c2tGU1LZzM+T8t0JOwfG5+YDCqpZEk33KIrHJ1pEhx8fX3o4oUv7t9LptMnjrw80tMPFjQNNRbgnBJBRE0OMbzICl6wxBOKNNi3oKl0je3F7t1zC/Pb27fOq9l0NuPztExHwv6x8YnJoJJKlnTDLbrC0ZnHG9fdjMvXbty4O5eqmObo0PBITz9Y0DTUWIBzSgQRNTnE8CIreMESTyjSYJ+6mCOEKpQK29q3fq1zm5ZfTGczPk/LdCTsHxufmAwqqWRJN9yi69qNz8V1Ta+deru2tpYipKjro0PDIz39YEHTUGMBzikRRNTkEMOLrOAFSzyhSIN96mKOoqgqYr3dzjK13/z6C1lN2/KkZzoS9o+NT0wGlVSypBut7k0/f+90saTPLcxTFAUARV0fHRoe6ekHC5qGGgtwTokgoiaHGF5kBS9Y4glFGuxTF3MURQEAIlbMyq7tO4xKpfu5r3xy/TP/2PjEZDCRupdbylOE+t1H53KFpRqbDSxFXR8dGh7p6QcLmoYaC3BOiSCiJocYXmQFL1jiCUUa7FMXcxRFwTJcXf2JIy///eqVUydfO332TOJ+KjmXOvOXcwxNwzJFXR8dGh7p6QcLmoYaC3BOiSCiJocYXmQFL1hmlTvdL/XmlvIURcEDiEjT9Cani6/nPvzFO++e/e3bH7xnGOXk3H2bzQbLFEqlE0PDr/QOgAVNQ40FOKdEEFGTQwwvsoIXLAtqdvfhgZtxuaamBpZBxHK53LB6zeFvfWfqs6tTn/6rxvZfsAxWq4SifnXiR3u7d4EFTUONBTinRBBRk0MML7KCFx64eOWfv/nz7/NLBYoi8GWIaJTLNputxmaDL0NEQkint73vGy9ydXVgQdNQYwHOKRFE1OQQw4us4IVlELFarcL/ihAbRcEyaBpqLMA5JYKIOfkPNfXr7I0d8BBUKyU1+j6/YRdBxMK9aWNRWb1pLzwEevbW0t1/rPHsI4ho6jlNDjL8BnvjVmJjYOWUFxOL//6rfd0zrOAjiAgAleJ8XrlQLReIrRZWCppYLa961Gd3tAMAQUSwIJpmcR5NA1YMsa1aQ9F1YPkPEHm15s5JMuQAAAAASUVORK5CYII="
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9649354219436646
},
{
"class_name": "logo",
"confidence": 0.03343570604920387
},
{
"class_name": "bar_code",
"confidence": 0.0009994449792429805
},
{
"class_name": "bar_chart",
"confidence": 0.0003181362117175013
},
{
"class_name": "stamp",
"confidence": 0.00013139122165739536
},
{
"class_name": "calendar",
"confidence": 3.7556652387138456e-05
},
{
"class_name": "flow_chart",
"confidence": 2.9930612072348595e-05
},
{
"class_name": "page_thumbnail",
"confidence": 2.195506021962501e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.121582474501338e-05
},
{
"class_name": "music",
"confidence": 1.976442763407249e-05
},
{
"class_name": "photograph",
"confidence": 9.814079930947628e-06
},
{
"class_name": "qr_code",
"confidence": 7.622641533089336e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 6.458106781792594e-06
},
{
"class_name": "pie_chart",
"confidence": 5.84768758926657e-06
},
{
"class_name": "other",
"confidence": 4.685839030571515e-06
},
{
"class_name": "engineering_drawing",
"confidence": 3.661620439743274e-06
},
{
"class_name": "chemistry_structure",
"confidence": 3.418904952923185e-06
},
{
"class_name": "table",
"confidence": 3.1748120363772614e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 3.077999281231314e-06
},
{
"class_name": "line_chart",
"confidence": 1.10723146917735e-06
},
{
"class_name": "signature",
"confidence": 3.878816414726316e-07
},
{
"class_name": "full_page_image",
"confidence": 2.3753823086281045e-07
},
{
"class_name": "geographical_map",
"confidence": 7.529948931050967e-08
},
{
"class_name": "box_plot",
"confidence": 5.261877333850862e-08
},
{
"class_name": "scatter_plot",
"confidence": 1.0826216367831876e-08
},
{
"class_name": "topographical_map",
"confidence": 6.776824434950868e-09
}
]
}
]
},
{
"self_ref": "#/pictures/61",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9744151830673218,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.02346012555062771,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.001667964388616383,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 0.0002101445134030655,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0001485068933106959,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.627654223237187e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.575546048115939e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.4864736840536352e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 6.438196578528732e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.598325060418574e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 3.6701164844998857e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 2.648866029630881e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.5622937300795456e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 2.4910648335207952e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 2.4872924768715166e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 1.2911326621178887e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 1.1755582818295807e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 9.440166763852176e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 7.237792374326091e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 7.003276891737187e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 2.979292332838668e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 7.405358815049112e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 4.955675692031036e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.5257153762604503e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 6.184881051751745e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 3.766225109558263e-09,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 20,
"bbox": {
"l": 690.7843627929688,
"t": 32.4935302734375,
"r": 724.5116577148438,
"b": 6.80975341796875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 34.0,
"height": 25.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9744151830673218
},
{
"class_name": "logo",
"confidence": 0.02346012555062771
},
{
"class_name": "bar_code",
"confidence": 0.001667964388616383
},
{
"class_name": "bar_chart",
"confidence": 0.0002101445134030655
},
{
"class_name": "stamp",
"confidence": 0.0001485068933106959
},
{
"class_name": "calendar",
"confidence": 3.627654223237187e-05
},
{
"class_name": "music",
"confidence": 1.575546048115939e-05
},
{
"class_name": "page_thumbnail",
"confidence": 1.4864736840536352e-05
},
{
"class_name": "photograph",
"confidence": 6.438196578528732e-06
},
{
"class_name": "pie_chart",
"confidence": 5.598325060418574e-06
},
{
"class_name": "flow_chart",
"confidence": 3.6701164844998857e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 2.648866029630881e-06
},
{
"class_name": "chemistry_structure",
"confidence": 2.5622937300795456e-06
},
{
"class_name": "qr_code",
"confidence": 2.4910648335207952e-06
},
{
"class_name": "other",
"confidence": 2.4872924768715166e-06
},
{
"class_name": "screenshot_from_manual",
"confidence": 1.2911326621178887e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.1755582818295807e-06
},
{
"class_name": "table",
"confidence": 9.440166763852176e-07
},
{
"class_name": "line_chart",
"confidence": 7.237792374326091e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 7.003276891737187e-07
},
{
"class_name": "signature",
"confidence": 2.979292332838668e-07
},
{
"class_name": "full_page_image",
"confidence": 7.405358815049112e-08
},
{
"class_name": "geographical_map",
"confidence": 4.955675692031036e-08
},
{
"class_name": "box_plot",
"confidence": 1.5257153762604503e-08
},
{
"class_name": "scatter_plot",
"confidence": 6.184881051751745e-09
},
{
"class_name": "topographical_map",
"confidence": 3.766225109558263e-09
}
]
}
]
},
{
"self_ref": "#/pictures/62",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.9022428393363953,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.08383026719093323,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 0.007443541660904884,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0059953597374260426,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 8.189325308194384e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.932296284707263e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 7.170949538704008e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.317200389574282e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 2.621165185701102e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 2.595883051981218e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 2.5677425583126023e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.3603390218340792e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 2.2151756638777442e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 2.128794221789576e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 1.754148797772359e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 1.664221053943038e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 1.527523090771865e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 1.3558527825807687e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 9.186346687783953e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.668849790803506e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 1.1494430509628728e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 9.224028190146782e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 4.0793077005218947e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.5458683694523643e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.7040231625742308e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.4087817135077785e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
}
},
"label": "picture",
"prov": [
{
"page_no": 21,
"bbox": {
"l": 696.144287109375,
"t": 29.27294921875,
"r": 721.1909790039062,
"b": 9.93170166015625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 25.0,
"height": 19.0
},
"uri": "data:image/png;base64,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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "icon",
"confidence": 0.9022428393363953
},
{
"class_name": "logo",
"confidence": 0.08383026719093323
},
{
"class_name": "bar_chart",
"confidence": 0.007443541660904884
},
{
"class_name": "bar_code",
"confidence": 0.0059953597374260426
},
{
"class_name": "page_thumbnail",
"confidence": 8.189325308194384e-05
},
{
"class_name": "stamp",
"confidence": 7.932296284707263e-05
},
{
"class_name": "engineering_drawing",
"confidence": 7.170949538704008e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 3.317200389574282e-05
},
{
"class_name": "table",
"confidence": 2.621165185701102e-05
},
{
"class_name": "other",
"confidence": 2.595883051981218e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.5677425583126023e-05
},
{
"class_name": "line_chart",
"confidence": 2.3603390218340792e-05
},
{
"class_name": "pie_chart",
"confidence": 2.2151756638777442e-05
},
{
"class_name": "music",
"confidence": 2.128794221789576e-05
},
{
"class_name": "flow_chart",
"confidence": 1.754148797772359e-05
},
{
"class_name": "calendar",
"confidence": 1.664221053943038e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.527523090771865e-05
},
{
"class_name": "qr_code",
"confidence": 1.3558527825807687e-05
},
{
"class_name": "photograph",
"confidence": 9.186346687783953e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 1.668849790803506e-06
},
{
"class_name": "signature",
"confidence": 1.1494430509628728e-06
},
{
"class_name": "geographical_map",
"confidence": 9.224028190146782e-07
},
{
"class_name": "box_plot",
"confidence": 4.0793077005218947e-07
},
{
"class_name": "scatter_plot",
"confidence": 2.5458683694523643e-07
},
{
"class_name": "full_page_image",
"confidence": 1.7040231625742308e-07
},
{
"class_name": "topographical_map",
"confidence": 1.4087817135077785e-07
}
]
}
]
},
{
"self_ref": "#/pictures/63",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A donut chart illustrating the distribution of asset classes.\n\n| Asset Class | Percentage |\n| --- | --- |\n| Multifamily | 72% |\n| Single-Family Rental | 27% |\n| Other | 1% |"
},
"classification": {
"predictions": [
{
"confidence": 0.9593878388404846,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.020799696445465088,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.009002902545034885,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0032363440841436386,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.002755971858277917,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0019661427941173315,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0006274546030908823,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0005613369285129011,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0004305547336116433,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.00020196627883706242,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 0.00016392469115089625,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.0001542624377179891,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.00015069959044922143,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.00013818542356602848,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.00013265674351714551,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.363811891991645e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 4.8528982006246224e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 4.447263927431777e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.185067882644944e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 2.223412593593821e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.932987288455479e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.187688576465007e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.1019849807780702e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0931997167062946e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 4.774228727910668e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.462160639675858e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7mqb0n8jdztgs56q15300",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-1",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 413.12304,
"t": 363.41171999999995,
"r": 761.13576,
"b": 211.21344,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 349.0,
"height": 153.0
},
"uri": "data:image/png;base64,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"
},
"annotations": []
},
{
"self_ref": "#/pictures/64",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "A donut chart titled \"GEOGRAPHICAL LOCATION\" displays the percentage distribution of geographical locations. The chart is divided into six segments representing different regions with their corresponding percentages.\n\n| Location | Percentage |\n| --- | --- |\n| Other | 35% |\n| TX | 23% |\n| FL | 17% |\n| NY | 10% |\n| AZ | 8% |\n| GA | 7% |"
},
"classification": {
"predictions": [
{
"confidence": 0.9593878388404846,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 0.020799696445465088,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.009002902545034885,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 0.0032363440841436386,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 0.002755971858277917,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 0.0019661427941173315,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 0.0006274546030908823,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 0.0005613369285129011,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.0004305547336116433,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.00020196627883706242,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 0.00016392469115089625,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 0.0001542624377179891,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 0.00015069959044922143,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 0.00013818542356602848,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 0.00013265674351714551,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 7.363811891991645e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 4.8528982006246224e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 4.447263927431777e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 4.185067882644944e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
"confidence": 2.223412593593821e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 1.932987288455479e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 1.187688576465007e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 1.1019849807780702e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 1.0931997167062946e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 4.774228727910668e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
"confidence": 1.462160639675858e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
}
]
},
"quber__figure_job_id": "parse-01m2p7mqb0n8jdztgs56q15300",
"quber__figure_model": "dpt-3-pro-20260710",
"quber__figure_version": "dpt-3-pro-20260710",
"quber__figure_chunk_id": "figure-2",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "1",
"kind": "footnote",
"label": "Other, 35%"
}
],
"quber__footnotes": [
{
"marker": "1",
"text": "No other individual state represented 4% or more of the total"
}
]
},
"label": "picture",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 412.8696,
"t": 211.54391999999999,
"r": 761.3892000000001,
"b": 47.40551999999998,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 350.0,
"height": 165.0
},
"uri": "data:image/png;base64,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"
},
"annotations": []
}
],
"tables": [
{
"self_ref": "#/tables/0",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/groups/4"
},
{
"$ref": "#/groups/5"
}
],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p7-t1",
"quber__content_fingerprint": "99ba904f"
},
"label": "table",
"prov": [
{
"page_no": 7,
"bbox": {
"l": 35.892948150634766,
"t": 539.1888275146484,
"r": 756.3297729492188,
"b": 94.4931640625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/257"
}
],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 268.7300109863281,
"t": 530.4987258911133,
"r": 677.9668579101562,
"b": 514.6337280273438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Structured Business",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 268.7300109863281,
"t": 530.4987258911133,
"r": 677.9668579101562,
"b": 514.6337280273438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "Agency Business",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.508,
"t": 476.453,
"r": 50.871644,
"b": 469.98293750000005,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Description",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "\u25aa Originate real estate loans and hold on balance sheet
\u25aa Invests in the multifamily, Single-Family Rental, and commercial real estate markets",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "\u25aa Originate, sell, and service real estate loans for GSEs
\u25aa Short-term assets: Loans held-for-sale1
\u25aa Long-term assets: Capitalized mortgage servicing rights (\"MSRs\")2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.508,
"t": 408.0200000000001,
"r": 50.871644,
"b": 404.32800000000003,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Highlights",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "\u25aa Best-in-class balance sheet loan origination business
\u25aa Strong risk-adjusted returns
\u25aa Proprietary Single-Family Rental platform
\u25aa Weighted average of ~21 months to maturity3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "\u25aa Capital-light business
\u25aa High barriers to entry
\u25aa Visibility on prepayment protected annual servicing fee revenue of ~$129M4
\u25aa Weighted average life of portfolio of ~6 years",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.508,
"t": 330.796875,
"r": 50.871644,
"b": 326.6293749999999,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Portfolio ($B)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Structured loan portfolio $12.0B: APC $0.3, Multifamily bridge loans $7.9, SFR bridge loans $3.3, Mezzanine and Preferred Equity loans $0.5",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "GSE servicing portfolio $36.3B: Freddie Mac $7.4, Private Label $2.5, Other $2.1, Fannie Mae $24.3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.508,
"t": 259.63300000000004,
"r": 50.871644,
"b": 242.72293749999997,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Income streams",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 50.871644,
"t": 258.10919189453125,
"r": 742.2412109375,
"b": 244.27996826171875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Interest income on loans",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "% of LTM Agency Net Revenue5
\u25aa Servicing fees4 43%
\u25aa Gain on sale of loans1,6 24%
\u25aa Interest earned on escrows 17%
\u25aa Interest income on loans held-for-sale1 16%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.508,
"t": 210.85124999999996,
"r": 50.871644,
"b": 192.49124999999995,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Assets ($M)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 313.0,
"t": 208.42874145507812,
"r": 634.845703125,
"b": 197.60375976562503,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$13,262",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 313.0,
"t": 208.42874145507812,
"r": 634.845703125,
"b": 197.60375976562503,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$1,431",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.508,
"t": 192.49124999999995,
"r": 50.871644,
"b": 171.41687499999998,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Liabilities ($M)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 315.8299865722656,
"t": 187.3787536621094,
"r": 628.1945190429688,
"b": 176.55377197265625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "11,117",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 315.8299865722656,
"t": 187.3787536621094,
"r": 628.1945190429688,
"b": 176.55377197265625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "596",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 39.178001403808594,
"t": 166.27999877929688,
"r": 50.871644,
"b": 155.47998046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Book value of equity ($M)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 318.6400146484375,
"t": 166.27999877929688,
"r": 628.1768188476562,
"b": 155.47998046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "1,511",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 318.6400146484375,
"t": 166.27999877929688,
"r": 628.1768188476562,
"b": 155.47998046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "834",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "LTM earnings before taxes & preferred dividends ($M)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 325.6400146484375,
"t": 138.4387512207031,
"r": 625.258544921875,
"b": 127.61376953125001,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "61",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 325.6400146484375,
"t": 138.4387512207031,
"r": 625.258544921875,
"b": 127.61376953125001,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "82",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 46.67599868774414,
"t": 110.5587463378906,
"r": 50.871644,
"b": 99.7337646484375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "% of total",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 323.5,
"t": 110.5587463378906,
"r": 631.1160888671875,
"b": 99.7337646484375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "43%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 323.5,
"t": 110.5587463378906,
"r": 631.1160888671875,
"b": 99.7337646484375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "57%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 10,
"num_cols": 3,
"orientation": "rot_0",
"grid": [
[
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 268.7300109863281,
"t": 530.4987258911133,
"r": 677.9668579101562,
"b": 514.6337280273438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Structured Business",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 268.7300109863281,
"t": 530.4987258911133,
"r": 677.9668579101562,
"b": 514.6337280273438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "Agency Business",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.508,
"t": 476.453,
"r": 50.871644,
"b": 469.98293750000005,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Description",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "\u25aa Originate real estate loans and hold on balance sheet
\u25aa Invests in the multifamily, Single-Family Rental, and commercial real estate markets",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "\u25aa Originate, sell, and service real estate loans for GSEs
\u25aa Short-term assets: Loans held-for-sale1
\u25aa Long-term assets: Capitalized mortgage servicing rights (\"MSRs\")2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.508,
"t": 408.0200000000001,
"r": 50.871644,
"b": 404.32800000000003,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Highlights",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "\u25aa Best-in-class balance sheet loan origination business
\u25aa Strong risk-adjusted returns
\u25aa Proprietary Single-Family Rental platform
\u25aa Weighted average of ~21 months to maturity3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "\u25aa Capital-light business
\u25aa High barriers to entry
\u25aa Visibility on prepayment protected annual servicing fee revenue of ~$129M4
\u25aa Weighted average life of portfolio of ~6 years",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.508,
"t": 330.796875,
"r": 50.871644,
"b": 326.6293749999999,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Portfolio ($B)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Structured loan portfolio $12.0B: APC $0.3, Multifamily bridge loans $7.9, SFR bridge loans $3.3, Mezzanine and Preferred Equity loans $0.5",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "GSE servicing portfolio $36.3B: Freddie Mac $7.4, Private Label $2.5, Other $2.1, Fannie Mae $24.3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.508,
"t": 259.63300000000004,
"r": 50.871644,
"b": 242.72293749999997,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Income streams",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 50.871644,
"t": 258.10919189453125,
"r": 742.2412109375,
"b": 244.27996826171875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Interest income on loans",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "% of LTM Agency Net Revenue5
\u25aa Servicing fees4 43%
\u25aa Gain on sale of loans1,6 24%
\u25aa Interest earned on escrows 17%
\u25aa Interest income on loans held-for-sale1 16%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.508,
"t": 210.85124999999996,
"r": 50.871644,
"b": 192.49124999999995,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Assets ($M)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 313.0,
"t": 208.42874145507812,
"r": 634.845703125,
"b": 197.60375976562503,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$13,262",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 313.0,
"t": 208.42874145507812,
"r": 634.845703125,
"b": 197.60375976562503,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$1,431",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.508,
"t": 192.49124999999995,
"r": 50.871644,
"b": 171.41687499999998,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Liabilities ($M)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 315.8299865722656,
"t": 187.3787536621094,
"r": 628.1945190429688,
"b": 176.55377197265625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "11,117",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 315.8299865722656,
"t": 187.3787536621094,
"r": 628.1945190429688,
"b": 176.55377197265625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "596",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 39.178001403808594,
"t": 166.27999877929688,
"r": 50.871644,
"b": 155.47998046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Book value of equity ($M)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 318.6400146484375,
"t": 166.27999877929688,
"r": 628.1768188476562,
"b": 155.47998046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "1,511",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 318.6400146484375,
"t": 166.27999877929688,
"r": 628.1768188476562,
"b": 155.47998046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "834",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "LTM earnings before taxes & preferred dividends ($M)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 325.6400146484375,
"t": 138.4387512207031,
"r": 625.258544921875,
"b": 127.61376953125001,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "61",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 325.6400146484375,
"t": 138.4387512207031,
"r": 625.258544921875,
"b": 127.61376953125001,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "82",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 46.67599868774414,
"t": 110.5587463378906,
"r": 50.871644,
"b": 99.7337646484375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "% of total",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 323.5,
"t": 110.5587463378906,
"r": 631.1160888671875,
"b": 99.7337646484375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "43%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 323.5,
"t": 110.5587463378906,
"r": 631.1160888671875,
"b": 99.7337646484375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "57%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
},
{
"self_ref": "#/tables/1",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p10-t1",
"quber__content_fingerprint": "ef307266"
},
"label": "table",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 19.60167121887207,
"t": 210.21463012695312,
"r": 183.69862365722656,
"b": 110.2855224609375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"bbox": {
"l": 22.518999099731445,
"t": 208.93875122070312,
"r": 71.50398254394531,
"b": 196.67373657226562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Based on:",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 46.70100021362305,
"t": 232.1787414550781,
"r": 124.19804382324219,
"b": 196.67373657226562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "1/1/2025 4/1/25",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 115.18000030517577,
"t": 232.1787414550781,
"r": 180.05470275878906,
"b": 196.67373657226562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "1/1/2026 4/1/26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 23.23900032043457,
"t": 190.01998901367188,
"r": 71.80731201171875,
"b": 177.77999877929685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Asset Bal.",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 89.33000183105469,
"t": 190.01998901367188,
"r": 124.22624969482422,
"b": 177.77999877929685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$11.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 145.08999633789062,
"t": 190.01998901367188,
"r": 179.98619079589844,
"b": 177.77999877929685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$12.0B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 23.23900032043457,
"t": 174.79998779296872,
"r": 78.5553970336914,
"b": 157.57000732421872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Asset Rate 3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 91.26599884033203,
"t": 169.80999755859375,
"r": 121.75584411621094,
"b": 157.57000732421872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "7.85%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 147.14999389648438,
"t": 169.80999755859375,
"r": 177.63980102539062,
"b": 157.57000732421872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "7.03%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 23.23900032043457,
"t": 143.53875732421875,
"r": 68.96292114257812,
"b": 131.27374267578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Debt Bal.",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 92.38300323486328,
"t": 143.53875732421875,
"r": 120.8500747680664,
"b": 131.27374267578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$9.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 145.08999633789062,
"t": 143.53875732421875,
"r": 180.0084228515625,
"b": 131.27374267578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$10.7B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 23.23900032043457,
"t": 127.96859741210938,
"r": 76.40797424316406,
"b": 111.06375122070312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Debt Rate 3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 91.38999938964844,
"t": 123.32876586914062,
"r": 121.90531921386719,
"b": 111.06375122070312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "6.82%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 147.14999389648438,
"t": 123.32876586914062,
"r": 177.66529846191406,
"b": 111.06375122070312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "6.40%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 5,
"num_cols": 3,
"orientation": "rot_0",
"grid": [
[
{
"bbox": {
"l": 22.518999099731445,
"t": 208.93875122070312,
"r": 71.50398254394531,
"b": 196.67373657226562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Based on:",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 46.70100021362305,
"t": 232.1787414550781,
"r": 124.19804382324219,
"b": 196.67373657226562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "1/1/2025 4/1/25",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 115.18000030517577,
"t": 232.1787414550781,
"r": 180.05470275878906,
"b": 196.67373657226562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "1/1/2026 4/1/26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 23.23900032043457,
"t": 190.01998901367188,
"r": 71.80731201171875,
"b": 177.77999877929685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Asset Bal.",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 89.33000183105469,
"t": 190.01998901367188,
"r": 124.22624969482422,
"b": 177.77999877929685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$11.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 145.08999633789062,
"t": 190.01998901367188,
"r": 179.98619079589844,
"b": 177.77999877929685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$12.0B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 23.23900032043457,
"t": 174.79998779296872,
"r": 78.5553970336914,
"b": 157.57000732421872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Asset Rate 3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 91.26599884033203,
"t": 169.80999755859375,
"r": 121.75584411621094,
"b": 157.57000732421872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "7.85%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 147.14999389648438,
"t": 169.80999755859375,
"r": 177.63980102539062,
"b": 157.57000732421872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "7.03%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 23.23900032043457,
"t": 143.53875732421875,
"r": 68.96292114257812,
"b": 131.27374267578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Debt Bal.",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 92.38300323486328,
"t": 143.53875732421875,
"r": 120.8500747680664,
"b": 131.27374267578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$9.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 145.08999633789062,
"t": 143.53875732421875,
"r": 180.0084228515625,
"b": 131.27374267578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$10.7B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 23.23900032043457,
"t": 127.96859741210938,
"r": 76.40797424316406,
"b": 111.06375122070312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Debt Rate 3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 91.38999938964844,
"t": 123.32876586914062,
"r": 121.90531921386719,
"b": 111.06375122070312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "6.82%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 147.14999389648438,
"t": 123.32876586914062,
"r": 177.66529846191406,
"b": 111.06375122070312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "6.40%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
},
{
"self_ref": "#/tables/2",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p10-t2",
"quber__content_fingerprint": "f4a76e25"
},
"label": "table",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 201.03762817382812,
"t": 210.49111938476562,
"r": 373.3642883300781,
"b": 90.913330078125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"bbox": {
"l": 206.99000549316403,
"t": 209.03997802734372,
"r": 255.9881591796875,
"b": 196.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Based on:",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 274.44000244140625,
"t": 209.03997802734372,
"r": 309.4220275878906,
"b": 196.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "4/1/25",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 326.760009765625,
"t": 209.03997802734372,
"r": 361.7420349121094,
"b": 196.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "4/1/26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 206.99000549316403,
"t": 192.91876220703125,
"r": 251.83087158203122,
"b": 163.35372924804688,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Servicing Portfolio",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 274.44000244140625,
"t": 184.20877075195315,
"r": 309.35845947265625,
"b": 171.94375610351565,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$33.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 326.8800048828125,
"t": 184.20877075195315,
"r": 361.7984619140625,
"b": 171.94375610351565,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$36.3B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 206.7400054931641,
"t": 159.2787780761719,
"r": 251.44595336914065,
"b": 132.59375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Servicing Rate",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 273.45001220703125,
"t": 152.03997802734372,
"r": 310.4026184082031,
"b": 139.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "0.375%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 325.8900146484375,
"t": 152.03997802734372,
"r": 362.8426208496094,
"b": 139.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "0.355%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 3,
"num_cols": 3,
"orientation": "rot_0",
"grid": [
[
{
"bbox": {
"l": 206.99000549316403,
"t": 209.03997802734372,
"r": 255.9881591796875,
"b": 196.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Based on:",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 274.44000244140625,
"t": 209.03997802734372,
"r": 309.4220275878906,
"b": 196.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "4/1/25",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 326.760009765625,
"t": 209.03997802734372,
"r": 361.7420349121094,
"b": 196.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "4/1/26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 206.99000549316403,
"t": 192.91876220703125,
"r": 251.83087158203122,
"b": 163.35372924804688,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Servicing Portfolio",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 274.44000244140625,
"t": 184.20877075195315,
"r": 309.35845947265625,
"b": 171.94375610351565,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$33.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 326.8800048828125,
"t": 184.20877075195315,
"r": 361.7984619140625,
"b": 171.94375610351565,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$36.3B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 206.7400054931641,
"t": 159.2787780761719,
"r": 251.44595336914065,
"b": 132.59375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Servicing Rate",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 273.45001220703125,
"t": 152.03997802734372,
"r": 310.4026184082031,
"b": 139.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "0.375%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 325.8900146484375,
"t": 152.03997802734372,
"r": 362.8426208496094,
"b": 139.79998779296878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "0.355%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
},
{
"self_ref": "#/tables/3",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p10-t4",
"quber__content_fingerprint": "7a208ebf"
},
"label": "table",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 567.9697875976562,
"t": 209.75469970703125,
"r": 781.610595703125,
"b": 90.748046875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"bbox": {
"l": 572.5,
"t": 208.98873901367185,
"r": 621.204345703125,
"b": 196.72372436523435,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Based on:",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 657.5800170898438,
"t": 208.98873901367185,
"r": 682.4903564453125,
"b": 196.72372436523435,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2024",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.1799926757812,
"t": 208.98873901367185,
"r": 726.1639404296875,
"b": 196.72372436523435,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2025",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 743.8599853515625,
"t": 208.98873901367185,
"r": 770.303466796875,
"b": 196.72372436523435,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "1Q26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 575.9500122070312,
"t": 190.4300231933594,
"r": 632.7255859375,
"b": 179.6300048828125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Gain on Sale",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 656.4400024414062,
"t": 190.4300231933594,
"r": 682.4140014648438,
"b": 179.6300048828125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$75M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 700.0599975585938,
"t": 190.4300231933594,
"r": 726.0339965820312,
"b": 179.6300048828125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$71M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 743.8099975585938,
"t": 190.4300231933594,
"r": 769.7839965820312,
"b": 179.6300048828125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$13M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 575.9500122070312,
"t": 169.09872436523438,
"r": 632.7759399414062,
"b": 144.57998657226562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Equity Investments",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 659.4000244140625,
"t": 152.5,
"r": 680.3583984375,
"b": 141.6999816894531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$6M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 700.1900024414062,
"t": 152.5,
"r": 726.1640014648438,
"b": 141.6999816894531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$51M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 746.739990234375,
"t": 152.5,
"r": 767.6983642578125,
"b": 141.6999816894531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$4M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 3,
"num_cols": 4,
"orientation": "rot_0",
"grid": [
[
{
"bbox": {
"l": 572.5,
"t": 208.98873901367185,
"r": 621.204345703125,
"b": 196.72372436523435,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Based on:",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 657.5800170898438,
"t": 208.98873901367185,
"r": 682.4903564453125,
"b": 196.72372436523435,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2024",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.1799926757812,
"t": 208.98873901367185,
"r": 726.1639404296875,
"b": 196.72372436523435,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2025",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 743.8599853515625,
"t": 208.98873901367185,
"r": 770.303466796875,
"b": 196.72372436523435,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "1Q26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 575.9500122070312,
"t": 190.4300231933594,
"r": 632.7255859375,
"b": 179.6300048828125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Gain on Sale",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 656.4400024414062,
"t": 190.4300231933594,
"r": 682.4140014648438,
"b": 179.6300048828125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$75M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 700.0599975585938,
"t": 190.4300231933594,
"r": 726.0339965820312,
"b": 179.6300048828125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$71M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 743.8099975585938,
"t": 190.4300231933594,
"r": 769.7839965820312,
"b": 179.6300048828125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$13M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 575.9500122070312,
"t": 169.09872436523438,
"r": 632.7759399414062,
"b": 144.57998657226562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Equity Investments",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 659.4000244140625,
"t": 152.5,
"r": 680.3583984375,
"b": 141.6999816894531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$6M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 700.1900024414062,
"t": 152.5,
"r": 726.1640014648438,
"b": 141.6999816894531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$51M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 746.739990234375,
"t": 152.5,
"r": 767.6983642578125,
"b": 141.6999816894531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$4M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
},
{
"self_ref": "#/tables/4",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p10-t3",
"quber__content_fingerprint": "d45a78f1"
},
"label": "table",
"prov": [
{
"page_no": 10,
"bbox": {
"l": 382.333740234375,
"t": 210.11599731445312,
"r": 559.285400390625,
"b": 91.99493408203125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"bbox": {
"l": 387.1600036621094,
"t": 209.37875366210938,
"r": 436.1669616699218,
"b": 197.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Based on:",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.260009765625,
"t": 209.37875366210938,
"r": 490.25207519531256,
"b": 197.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "4/1/25",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 509.30999755859375,
"t": 209.37875366210938,
"r": 544.3021240234375,
"b": 197.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "4/1/26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 387.1600036621094,
"t": 193.24874877929685,
"r": 451.2446594238282,
"b": 163.6737365722656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Cash/Escrow Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 458.3399963378906,
"t": 184.52877807617188,
"r": 486.80706787109375,
"b": 172.26376342773438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$1.6B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 512.52001953125,
"t": 184.52877807617188,
"r": 540.9872436523438,
"b": 172.26376342773438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$2.0B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 386.9100036621094,
"t": 159.55999755859378,
"r": 429.39508056640625,
"b": 132.91372680664065,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Earnings Rate",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 457.32000732421875,
"t": 152.37875366210938,
"r": 487.8843994140625,
"b": 140.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "4.02%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 511.50000000000006,
"t": 152.37875366210938,
"r": 542.0890502929688,
"b": 140.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "3.30%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 3,
"num_cols": 3,
"orientation": "rot_0",
"grid": [
[
{
"bbox": {
"l": 387.1600036621094,
"t": 209.37875366210938,
"r": 436.1669616699218,
"b": 197.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Based on:",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.260009765625,
"t": 209.37875366210938,
"r": 490.25207519531256,
"b": 197.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "4/1/25",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 509.30999755859375,
"t": 209.37875366210938,
"r": 544.3021240234375,
"b": 197.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "4/1/26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 387.1600036621094,
"t": 193.24874877929685,
"r": 451.2446594238282,
"b": 163.6737365722656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Cash/Escrow Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 458.3399963378906,
"t": 184.52877807617188,
"r": 486.80706787109375,
"b": 172.26376342773438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$1.6B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 512.52001953125,
"t": 184.52877807617188,
"r": 540.9872436523438,
"b": 172.26376342773438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$2.0B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 386.9100036621094,
"t": 159.55999755859378,
"r": 429.39508056640625,
"b": 132.91372680664065,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Earnings Rate",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 457.32000732421875,
"t": 152.37875366210938,
"r": 487.8843994140625,
"b": 140.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "4.02%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 511.50000000000006,
"t": 152.37875366210938,
"r": 542.0890502929688,
"b": 140.1137390136719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "3.30%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
},
{
"self_ref": "#/tables/5",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p14-t1",
"quber__content_fingerprint": "1c6b08b4"
},
"label": "table",
"prov": [
{
"page_no": 14,
"bbox": {
"l": 44.842899322509766,
"t": 274.3097839355469,
"r": 358.92974853515625,
"b": 65.85125732421875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/265"
}
],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"bbox": {
"l": 135.42999267578125,
"t": 273.760009765625,
"r": 267.3802185058594,
"b": 260.0799865722656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "PORTFOLIO OVERVIEW",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.35400009155274,
"t": 253.32998657226565,
"r": 121.69671630859375,
"b": 241.08999633789062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Total Portfolio",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 317.7200012207031,
"t": 253.32998657226565,
"r": 351.86663818359375,
"b": 241.08999633789062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$12.0B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.35400009155274,
"t": 235.82998657226565,
"r": 81.47976684570312,
"b": 223.58999633789062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "As of:",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 299.2200012207031,
"t": 235.82998657226565,
"r": 351.6856994628906,
"b": 223.58999633789062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "3/31/2026",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.15599822998047,
"t": 212.3587646484375,
"r": 135.4925537109375,
"b": 200.09375000000003,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Average loan size",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 314.32000732421875,
"t": 209.9087829589844,
"r": 351.8165588378906,
"b": 197.6437683105469,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$22.0M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.15599822998047,
"t": 181.12875366210935,
"r": 141.17933654785156,
"b": 168.86373901367185,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "W/A loan-to-value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 331.54998779296875,
"t": 178.7187805175781,
"r": 352.0894775390625,
"b": 166.4537658691406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "77%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.15599822998047,
"t": 149.89999389648435,
"r": 214.96296691894534,
"b": 137.66000366210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Allowance for credit losses (CECL)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.42999267578125,
"t": 147.48873901367188,
"r": 352.0894775390625,
"b": 135.22372436523438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "1%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.15599822998047,
"t": 118.72000122070312,
"r": 157.7758331298828,
"b": 106.4800109863281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "W/A mos. to maturity",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 330.95001220703125,
"t": 116.30874633789064,
"r": 351.57977294921875,
"b": 104.04373168945315,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "15.7",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.15599822998047,
"t": 87.53601074218753,
"r": 225.2092132568359,
"b": 75.2960205078125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "W/A mos. to maturity w/ext. option",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 330.95001220703125,
"t": 85.07800292968751,
"r": 351.56219482421875,
"b": 72.8380126953125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "20.8",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 8,
"num_cols": 2,
"orientation": "rot_0",
"grid": [
[
{
"bbox": {
"l": 135.42999267578125,
"t": 273.760009765625,
"r": 267.3802185058594,
"b": 260.0799865722656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "PORTFOLIO OVERVIEW",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.35400009155274,
"t": 253.32998657226565,
"r": 121.69671630859375,
"b": 241.08999633789062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Total Portfolio",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 317.7200012207031,
"t": 253.32998657226565,
"r": 351.86663818359375,
"b": 241.08999633789062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$12.0B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.35400009155274,
"t": 235.82998657226565,
"r": 81.47976684570312,
"b": 223.58999633789062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "As of:",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 299.2200012207031,
"t": 235.82998657226565,
"r": 351.6856994628906,
"b": 223.58999633789062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "3/31/2026",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.15599822998047,
"t": 212.3587646484375,
"r": 135.4925537109375,
"b": 200.09375000000003,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Average loan size",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 314.32000732421875,
"t": 209.9087829589844,
"r": 351.8165588378906,
"b": 197.6437683105469,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$22.0M",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.15599822998047,
"t": 181.12875366210935,
"r": 141.17933654785156,
"b": 168.86373901367185,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "W/A loan-to-value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 331.54998779296875,
"t": 178.7187805175781,
"r": 352.0894775390625,
"b": 166.4537658691406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "77%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.15599822998047,
"t": 149.89999389648435,
"r": 214.96296691894534,
"b": 137.66000366210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Allowance for credit losses (CECL)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.42999267578125,
"t": 147.48873901367188,
"r": 352.0894775390625,
"b": 135.22372436523438,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "1%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.15599822998047,
"t": 118.72000122070312,
"r": 157.7758331298828,
"b": 106.4800109863281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "W/A mos. to maturity",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 330.95001220703125,
"t": 116.30874633789064,
"r": 351.57977294921875,
"b": 104.04373168945315,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "15.7",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.15599822998047,
"t": 87.53601074218753,
"r": 225.2092132568359,
"b": 75.2960205078125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "W/A mos. to maturity w/ext. option",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 330.95001220703125,
"t": 85.07800292968751,
"r": 351.56219482421875,
"b": 72.8380126953125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "20.8",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
},
{
"self_ref": "#/tables/6",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p15-t1",
"quber__content_fingerprint": "d6650445"
},
"label": "table",
"prov": [
{
"page_no": 15,
"bbox": {
"l": 36.16929626464844,
"t": 452.82286071777344,
"r": 750.8499755859375,
"b": 59.33819580078125,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/268"
},
{
"$ref": "#/texts/269"
},
{
"$ref": "#/texts/270"
}
],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 212.12644958496097,
"t": 417.76545715332037,
"r": 260.8761291503906,
"b": 393.06182861328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2Q25 UPB",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2Q25 #",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 357.7936096191406,
"t": 417.76545715332037,
"r": 406.58288574218756,
"b": 393.06182861328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "3Q25 UPB",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "3Q25 #",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 503.5003356933594,
"t": 417.76545715332037,
"r": 552.2499389648438,
"b": 393.06182861328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "4Q25 UPB",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4Q25 #",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 649.1773681640625,
"t": 417.76545715332037,
"r": 697.927001953125,
"b": 393.06182861328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "1Q26 UPB",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "1Q26 #",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 416.7288878731201,
"t": 432.5753936767578,
"r": 440.12856612399753,
"b": 421.9867858886719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Delinquency Rollforward",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 389.54484558105463,
"r": 122.38446044921876,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Beginning Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 389.54484558105463,
"r": 251.96865844726562,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 653,911",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 389.54484558105463,
"r": 306.9742736816406,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "28",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 389.54484558105463,
"r": 397.6457214355469,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 528,700",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 389.54484558105463,
"r": 452.6612243652343,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "22",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 389.54484558105463,
"r": 543.32275390625,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 749,250",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 389.54484558105463,
"r": 598.3382568359375,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "33",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 389.54484558105463,
"r": 688.999755859375,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 617,448",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 389.54484558105463,
"r": 744.00537109375,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "29",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 375.42982482910156,
"r": 83.32814025878906,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Additions",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 222.54113769531253,
"t": 375.42982482910156,
"r": 251.9645538330078,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "89,634",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 301.31463623046875,
"t": 375.42982482910156,
"r": 306.9738464355469,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 363.020751953125,
"t": 375.42982482910156,
"r": 397.6457214355469,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "435,103",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 375.42982482910156,
"r": 452.6612243652343,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "18",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 508.6977844238282,
"t": 375.42982482910156,
"r": 543.32275390625,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "270,710",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 592.6787109375,
"t": 375.42982482910156,
"r": 598.337890625,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "9",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 654.3748779296875,
"t": 375.42982482910156,
"r": 688.999755859375,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "197,775",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 738.3458251953125,
"t": 375.42982482910156,
"r": 744.0050048828125,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "5",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 361.2960357666016,
"r": 109.4252243041992,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Transfer to REO",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 213.61143493652347,
"t": 361.2960357666016,
"r": 254.86669921874997,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(110,502)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 297.6021728515625,
"t": 361.2960357666016,
"r": 309.8916931152344,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(5)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 359.30828857421875,
"t": 361.2960357666016,
"r": 400.5635681152344,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(122,475)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 443.2792663574219,
"t": 361.2960357666016,
"r": 455.5687561035156,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(2)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 510.1827697753906,
"t": 361.2960357666016,
"r": 546.2365112304688,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(88,168)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 588.9661865234375,
"t": 361.2960357666016,
"r": 601.2556762695312,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(4)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 655.85986328125,
"t": 361.2960357666016,
"r": 691.9135131835938,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(58,925)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 734.6431884765625,
"t": 361.2960357666016,
"r": 746.9326782226562,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(3)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 347.19042968749994,
"r": 119.64974212646486,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Modified/Payoffs",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 213.61143493652347,
"t": 347.19042968749994,
"r": 254.86669921874997,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(104,343)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 297.6021728515625,
"t": 347.19042968749994,
"r": 309.8916931152344,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(5)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 364.5057373046875,
"t": 347.19042968749994,
"r": 400.5594482421875,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(92,078)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 443.2792663574219,
"t": 347.19042968749994,
"r": 455.5687561035156,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(5)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 504.9853210449219,
"t": 347.19042968749994,
"r": 546.2406005859375,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(314,344)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 588.9661865234375,
"t": 347.19042968749994,
"r": 601.2556762695312,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(9)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.662353515625,
"t": 347.19042968749994,
"r": 691.9176635742188,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(274,848)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 729.4359130859375,
"t": 347.19042968749994,
"r": 746.9269409179688,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(12)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 333.0754089355469,
"r": 107.56114196777342,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 333.0754089355469,
"r": 251.96865844726562,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 528,700",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 333.0754089355469,
"r": 306.9742736816406,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "22",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 333.0754089355469,
"r": 397.6457214355469,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 749,250",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 333.0754089355469,
"r": 452.6612243652343,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "33",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 333.0754089355469,
"r": 543.32275390625,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 617,448",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 333.0754089355469,
"r": 598.3382568359375,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "29",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 333.0754089355469,
"r": 688.999755859375,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 481,450",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 333.0754089355469,
"r": 744.00537109375,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "19",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 429.8945617675781,
"t": 311.92636108398443,
"r": 504.92651367187494,
"b": 301.3377685546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "REO Rollforward",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2Q25 Carrying Value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "3Q25 Carrying Value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "3Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "4Q25 Carrying Value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 188.33697509765625,
"t": 297.1070556640625,
"r": 697.927001953125,
"b": 272.412841796875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "1Q26 Carrying Value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "1Q26 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 268.8676452636719,
"r": 122.38446044921876,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Beginning Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 268.8676452636719,
"r": 251.96865844726562,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 302,158",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 268.8676452636719,
"r": 306.9742736816406,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "13",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 268.8676452636719,
"r": 397.6457214355469,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 365,186",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 268.8676452636719,
"r": 452.6612243652343,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "15",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 268.8676452636719,
"r": 543.32275390625,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 471,347",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 268.8676452636719,
"r": 598.3382568359375,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "16",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 268.8676452636719,
"r": 688.999755859375,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 498,938",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 268.8676452636719,
"r": 744.00537109375,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "19",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 254.75265502929685,
"r": 109.4252243041992,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Transfer to REO",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 222.54113769531253,
"t": 254.75265502929685,
"r": 251.9645538330078,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "67,977",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 301.31463623046875,
"t": 254.75265502929685,
"r": 306.9738464355469,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 363.020751953125,
"t": 254.75265502929685,
"r": 397.6457214355469,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "107,556",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 446.9917297363281,
"t": 254.75265502929685,
"r": 452.6509399414062,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 513.895263671875,
"t": 254.75265502929685,
"r": 543.318603515625,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "72,868",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 592.6787109375,
"t": 254.75265502929685,
"r": 598.337890625,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 659.572265625,
"t": 254.75265502929685,
"r": 688.99560546875,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "59,017",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 738.3458251953125,
"t": 254.75265502929685,
"r": 744.0050048828125,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 240.64703369140622,
"r": 58.88305664062499,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Sold",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 224.02612304687503,
"t": 240.64703369140622,
"r": 254.8782958984375,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(7,000)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 297.6021728515625,
"t": 240.64703369140622,
"r": 309.8916931152344,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 364.5057373046875,
"t": 240.64703369140622,
"r": 400.5594482421875,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(10,063)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 443.2792663574219,
"t": 240.64703369140622,
"r": 455.5687561035156,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 510.1827697753906,
"t": 240.64703369140622,
"r": 546.2365112304688,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(28,814)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 588.9661865234375,
"t": 240.64703369140622,
"r": 601.2556762695312,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 655.85986328125,
"t": 240.64703369140622,
"r": 691.9135131835938,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(34,768)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 734.6431884765625,
"t": 240.64703369140622,
"r": 746.9326782226562,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 226.53201293945312,
"r": 93.11734771728516,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Impairment",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 237.3909912109375,
"t": 226.53201293945312,
"r": 240.8066101074219,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 383.0977478027344,
"t": 226.53201293945312,
"r": 386.51336669921875,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 510.1827697753906,
"t": 226.53201293945312,
"r": 546.2365112304688,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(20,500)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 655.85986328125,
"t": 226.53201293945312,
"r": 691.9135131835938,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(12,500)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 212.42642211914065,
"r": 170.66073608398438,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Other (CapEx / Depreciation)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 227.73858642578125,
"t": 212.42642211914065,
"r": 251.96044921875,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2,051",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 373.4156494140625,
"t": 212.42642211914065,
"r": 397.63751220703125,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "8,668",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 519.0926513671875,
"t": 212.42642211914065,
"r": 543.3145141601562,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "4,037",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 659.572265625,
"t": 212.42642211914065,
"r": 688.99560546875,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "10,079",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 198.31143188476562,
"r": 107.56114196777342,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 198.31143188476562,
"r": 251.96865844726562,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 365,186",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 198.31143188476562,
"r": 306.9742736816406,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "15",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 198.31143188476562,
"r": 397.6457214355469,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 471,347",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 198.31143188476562,
"r": 452.6612243652343,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "16",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 198.31143188476562,
"r": 543.32275390625,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 498,938",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 198.31143188476562,
"r": 598.3382568359375,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "19",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 198.31143188476562,
"r": 688.999755859375,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 520,766",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 198.31143188476562,
"r": 744.00537109375,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "21",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 416.7288878731201,
"t": 177.850300789625,
"r": 440.12856612399753,
"b": 155.277097240275,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Combined Non-Performing Assets",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2Q25 UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "3Q25 UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "3Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "4Q25 UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 212.12644958496097,
"t": 153.16500854492188,
"r": 697.9271240234375,
"b": 128.46612548828128,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "1Q26 UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "1Q26 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 124.94439697265622,
"r": 122.48492431640625,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Beginning Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 124.94439697265622,
"r": 251.96864318847656,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 956,069",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 124.94439697265622,
"r": 306.9742736816406,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "41",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 124.94439697265622,
"r": 397.6456909179688,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 893,886",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 124.94439697265622,
"r": 452.6612243652343,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "37",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 124.94439697265622,
"r": 543.2850952148438,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 1,220,597",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 124.94439697265622,
"r": 598.3382568359375,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "49",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 124.94439697265622,
"r": 688.9918212890625,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 1,116,386",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 124.94439697265622,
"r": 744.00537109375,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "48",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 110.83410644531247,
"r": 73.92962646484375,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Activity",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 218.82867431640625,
"t": 110.83410644531247,
"r": 254.98284912109375,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(62,183)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 297.6021728515625,
"t": 110.83410644531247,
"r": 309.99212646484375,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(4)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 363.020751953125,
"t": 110.83410644531247,
"r": 397.6456909179688,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "326,711",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 110.83410644531247,
"r": 452.6612243652343,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "12",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 504.9853210449219,
"t": 110.83410644531247,
"r": 546.3410034179688,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(104,211)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 588.9661865234375,
"t": 110.83410644531247,
"r": 601.3562622070312,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.662353515625,
"t": 110.83410644531247,
"r": 692.0181274414062,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(114,170)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 734.6431884765625,
"t": 110.83410644531247,
"r": 747.0332641601562,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(8)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 96.70031738281247,
"r": 107.66159820556639,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 96.70031738281247,
"r": 251.96864318847656,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 893,886",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 96.70031738281247,
"r": 306.9742736816406,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "37",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 96.70031738281247,
"r": 397.6179504394531,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 1,220,597",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 96.70031738281247,
"r": 452.6612243652343,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "49",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 96.70031738281247,
"r": 543.2850952148438,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 1,116,386",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 96.70031738281247,
"r": 598.3382568359375,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "48",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 96.70031738281247,
"r": 688.9918212890625,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 1,002,216",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 96.70031738281247,
"r": 744.00537109375,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "40",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 38.947479248046875,
"t": 74.13812255859378,
"r": 127.3404541015625,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "% of Total Portfolio",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 233.67852783203125,
"t": 74.13812255859378,
"r": 255.18795776367188,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "7.5%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 374.15814208984375,
"t": 74.13812255859378,
"r": 400.8691711425781,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "10.0%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 525.0325927734375,
"t": 74.13812255859378,
"r": 546.5421142578125,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "8.9%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 670.7294921875,
"t": 74.13812255859378,
"r": 692.2388916015625,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "8.0%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 19,
"num_cols": 9,
"orientation": "rot_0",
"grid": [
[
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 212.12644958496097,
"t": 417.76545715332037,
"r": 260.8761291503906,
"b": 393.06182861328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2Q25 UPB",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2Q25 #",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 357.7936096191406,
"t": 417.76545715332037,
"r": 406.58288574218756,
"b": 393.06182861328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "3Q25 UPB",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "3Q25 #",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 503.5003356933594,
"t": 417.76545715332037,
"r": 552.2499389648438,
"b": 393.06182861328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "4Q25 UPB",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4Q25 #",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 649.1773681640625,
"t": 417.76545715332037,
"r": 697.927001953125,
"b": 393.06182861328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "1Q26 UPB",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "1Q26 #",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 416.7288878731201,
"t": 432.5753936767578,
"r": 440.12856612399753,
"b": 421.9867858886719,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Delinquency Rollforward",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 389.54484558105463,
"r": 122.38446044921876,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Beginning Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 389.54484558105463,
"r": 251.96865844726562,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 653,911",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 389.54484558105463,
"r": 306.9742736816406,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "28",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 389.54484558105463,
"r": 397.6457214355469,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 528,700",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 389.54484558105463,
"r": 452.6612243652343,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "22",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 389.54484558105463,
"r": 543.32275390625,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 749,250",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 389.54484558105463,
"r": 598.3382568359375,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "33",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 389.54484558105463,
"r": 688.999755859375,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 617,448",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 389.54484558105463,
"r": 744.00537109375,
"b": 378.95623779296875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "29",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 375.42982482910156,
"r": 83.32814025878906,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Additions",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 222.54113769531253,
"t": 375.42982482910156,
"r": 251.9645538330078,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "89,634",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 301.31463623046875,
"t": 375.42982482910156,
"r": 306.9738464355469,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 363.020751953125,
"t": 375.42982482910156,
"r": 397.6457214355469,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "435,103",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 375.42982482910156,
"r": 452.6612243652343,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "18",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 508.6977844238282,
"t": 375.42982482910156,
"r": 543.32275390625,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "270,710",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 592.6787109375,
"t": 375.42982482910156,
"r": 598.337890625,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "9",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 654.3748779296875,
"t": 375.42982482910156,
"r": 688.999755859375,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "197,775",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 738.3458251953125,
"t": 375.42982482910156,
"r": 744.0050048828125,
"b": 364.8412170410156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "5",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 361.2960357666016,
"r": 109.4252243041992,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Transfer to REO",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 213.61143493652347,
"t": 361.2960357666016,
"r": 254.86669921874997,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(110,502)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 297.6021728515625,
"t": 361.2960357666016,
"r": 309.8916931152344,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(5)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 359.30828857421875,
"t": 361.2960357666016,
"r": 400.5635681152344,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(122,475)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 443.2792663574219,
"t": 361.2960357666016,
"r": 455.5687561035156,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(2)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 510.1827697753906,
"t": 361.2960357666016,
"r": 546.2365112304688,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(88,168)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 588.9661865234375,
"t": 361.2960357666016,
"r": 601.2556762695312,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(4)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 655.85986328125,
"t": 361.2960357666016,
"r": 691.9135131835938,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(58,925)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 734.6431884765625,
"t": 361.2960357666016,
"r": 746.9326782226562,
"b": 350.70742797851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(3)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 347.19042968749994,
"r": 119.64974212646486,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Modified/Payoffs",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 213.61143493652347,
"t": 347.19042968749994,
"r": 254.86669921874997,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(104,343)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 297.6021728515625,
"t": 347.19042968749994,
"r": 309.8916931152344,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(5)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 364.5057373046875,
"t": 347.19042968749994,
"r": 400.5594482421875,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(92,078)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 443.2792663574219,
"t": 347.19042968749994,
"r": 455.5687561035156,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(5)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 504.9853210449219,
"t": 347.19042968749994,
"r": 546.2406005859375,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(314,344)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 588.9661865234375,
"t": 347.19042968749994,
"r": 601.2556762695312,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(9)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.662353515625,
"t": 347.19042968749994,
"r": 691.9176635742188,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(274,848)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 729.4359130859375,
"t": 347.19042968749994,
"r": 746.9269409179688,
"b": 336.6018371582031,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(12)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 333.0754089355469,
"r": 107.56114196777342,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 333.0754089355469,
"r": 251.96865844726562,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 528,700",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 333.0754089355469,
"r": 306.9742736816406,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "22",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 333.0754089355469,
"r": 397.6457214355469,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 749,250",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 333.0754089355469,
"r": 452.6612243652343,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "33",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 333.0754089355469,
"r": 543.32275390625,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 617,448",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 333.0754089355469,
"r": 598.3382568359375,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "29",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 333.0754089355469,
"r": 688.999755859375,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 481,450",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 333.0754089355469,
"r": 744.00537109375,
"b": 322.48681640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "19",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 429.8945617675781,
"t": 311.92636108398443,
"r": 504.92651367187494,
"b": 301.3377685546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "REO Rollforward",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2Q25 Carrying Value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "3Q25 Carrying Value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "3Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "4Q25 Carrying Value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 188.33697509765625,
"t": 297.1070556640625,
"r": 697.927001953125,
"b": 272.412841796875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "1Q26 Carrying Value",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "1Q26 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 268.8676452636719,
"r": 122.38446044921876,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Beginning Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 268.8676452636719,
"r": 251.96865844726562,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 302,158",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 268.8676452636719,
"r": 306.9742736816406,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "13",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 268.8676452636719,
"r": 397.6457214355469,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 365,186",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 268.8676452636719,
"r": 452.6612243652343,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "15",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 268.8676452636719,
"r": 543.32275390625,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 471,347",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 268.8676452636719,
"r": 598.3382568359375,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "16",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 268.8676452636719,
"r": 688.999755859375,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 498,938",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 268.8676452636719,
"r": 744.00537109375,
"b": 258.279052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "19",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 254.75265502929685,
"r": 109.4252243041992,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Transfer to REO",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 222.54113769531253,
"t": 254.75265502929685,
"r": 251.9645538330078,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "67,977",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 301.31463623046875,
"t": 254.75265502929685,
"r": 306.9738464355469,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 363.020751953125,
"t": 254.75265502929685,
"r": 397.6457214355469,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "107,556",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 446.9917297363281,
"t": 254.75265502929685,
"r": 452.6509399414062,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 513.895263671875,
"t": 254.75265502929685,
"r": 543.318603515625,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "72,868",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 592.6787109375,
"t": 254.75265502929685,
"r": 598.337890625,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 659.572265625,
"t": 254.75265502929685,
"r": 688.99560546875,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "59,017",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 738.3458251953125,
"t": 254.75265502929685,
"r": 744.0050048828125,
"b": 244.1640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 240.64703369140622,
"r": 58.88305664062499,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Sold",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 224.02612304687503,
"t": 240.64703369140622,
"r": 254.8782958984375,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(7,000)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 297.6021728515625,
"t": 240.64703369140622,
"r": 309.8916931152344,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 364.5057373046875,
"t": 240.64703369140622,
"r": 400.5594482421875,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(10,063)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 443.2792663574219,
"t": 240.64703369140622,
"r": 455.5687561035156,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 510.1827697753906,
"t": 240.64703369140622,
"r": 546.2365112304688,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(28,814)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 588.9661865234375,
"t": 240.64703369140622,
"r": 601.2556762695312,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 655.85986328125,
"t": 240.64703369140622,
"r": 691.9135131835938,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(34,768)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 734.6431884765625,
"t": 240.64703369140622,
"r": 746.9326782226562,
"b": 230.05844116210938,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 226.53201293945312,
"r": 93.11734771728516,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Impairment",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 237.3909912109375,
"t": 226.53201293945312,
"r": 240.8066101074219,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 383.0977478027344,
"t": 226.53201293945312,
"r": 386.51336669921875,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 510.1827697753906,
"t": 226.53201293945312,
"r": 546.2365112304688,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(20,500)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 655.85986328125,
"t": 226.53201293945312,
"r": 691.9135131835938,
"b": 215.94342041015622,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(12,500)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 212.42642211914065,
"r": 170.66073608398438,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Other (CapEx / Depreciation)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 227.73858642578125,
"t": 212.42642211914065,
"r": 251.96044921875,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2,051",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 373.4156494140625,
"t": 212.42642211914065,
"r": 397.63751220703125,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "8,668",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 519.0926513671875,
"t": 212.42642211914065,
"r": 543.3145141601562,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "4,037",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 659.572265625,
"t": 212.42642211914065,
"r": 688.99560546875,
"b": 201.83782958984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "10,079",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 198.31143188476562,
"r": 107.56114196777342,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 198.31143188476562,
"r": 251.96865844726562,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 365,186",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 198.31143188476562,
"r": 306.9742736816406,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "15",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 198.31143188476562,
"r": 397.6457214355469,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 471,347",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 198.31143188476562,
"r": 452.6612243652343,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "16",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 198.31143188476562,
"r": 543.32275390625,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 498,938",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 198.31143188476562,
"r": 598.3382568359375,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "19",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 198.31143188476562,
"r": 688.999755859375,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 520,766",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 198.31143188476562,
"r": 744.00537109375,
"b": 187.72283935546872,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "21",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 416.7288878731201,
"t": 177.850300789625,
"r": 440.12856612399753,
"b": 155.277097240275,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Combined Non-Performing Assets",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2Q25 UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "3Q25 UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "3Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "4Q25 UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4Q25 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 212.12644958496097,
"t": 153.16500854492188,
"r": 697.9271240234375,
"b": 128.46612548828128,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "1Q26 UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "1Q26 #",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 124.94439697265622,
"r": 122.48492431640625,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Beginning Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 124.94439697265622,
"r": 251.96864318847656,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 956,069",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 124.94439697265622,
"r": 306.9742736816406,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "41",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 124.94439697265622,
"r": 397.6456909179688,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 893,886",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 124.94439697265622,
"r": 452.6612243652343,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "37",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 124.94439697265622,
"r": 543.2850952148438,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 1,220,597",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 124.94439697265622,
"r": 598.3382568359375,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "49",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 124.94439697265622,
"r": 688.9918212890625,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 1,116,386",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 124.94439697265622,
"r": 744.00537109375,
"b": 114.35580444335939,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "48",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 110.83410644531247,
"r": 73.92962646484375,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Activity",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 218.82867431640625,
"t": 110.83410644531247,
"r": 254.98284912109375,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(62,183)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 297.6021728515625,
"t": 110.83410644531247,
"r": 309.99212646484375,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(4)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 363.020751953125,
"t": 110.83410644531247,
"r": 397.6456909179688,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "326,711",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 110.83410644531247,
"r": 452.6612243652343,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "12",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 504.9853210449219,
"t": 110.83410644531247,
"r": 546.3410034179688,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(104,211)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 588.9661865234375,
"t": 110.83410644531247,
"r": 601.3562622070312,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(1)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.662353515625,
"t": 110.83410644531247,
"r": 692.0181274414062,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(114,170)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 734.6431884765625,
"t": 110.83410644531247,
"r": 747.0332641601562,
"b": 100.24551391601564,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(8)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 96.70031738281247,
"r": 107.66159820556639,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 191.33665466308594,
"t": 96.70031738281247,
"r": 251.96864318847656,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 893,886",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 296.1171875,
"t": 96.70031738281247,
"r": 306.9742736816406,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "37",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.0137023925781,
"t": 96.70031738281247,
"r": 397.6179504394531,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 1,220,597",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 441.8041381835938,
"t": 96.70031738281247,
"r": 452.6612243652343,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "49",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 482.6808471679688,
"t": 96.70031738281247,
"r": 543.2850952148438,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 1,116,386",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 587.481201171875,
"t": 96.70031738281247,
"r": 598.3382568359375,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "48",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 628.3677978515625,
"t": 96.70031738281247,
"r": 688.9918212890625,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 1,002,216",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 733.1483154296875,
"t": 96.70031738281247,
"r": 744.00537109375,
"b": 86.11169433593749,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 17,
"end_row_offset_idx": 18,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "40",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 38.947479248046875,
"t": 74.13812255859378,
"r": 127.3404541015625,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "% of Total Portfolio",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 233.67852783203125,
"t": 74.13812255859378,
"r": 255.18795776367188,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "7.5%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 374.15814208984375,
"t": 74.13812255859378,
"r": 400.8691711425781,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "10.0%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 525.0325927734375,
"t": 74.13812255859378,
"r": 546.5421142578125,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "8.9%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 670.7294921875,
"t": 74.13812255859378,
"r": 692.2388916015625,
"b": 63.54949951171873,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "8.0%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 18,
"end_row_offset_idx": 19,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
},
{
"self_ref": "#/tables/7",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p17-t1",
"quber__content_fingerprint": "1dd7d1cf"
},
"label": "table",
"prov": [
{
"page_no": 17,
"bbox": {
"l": 50.39775848388672,
"t": 375.13372802734375,
"r": 720.9853515625,
"b": 185.72259521484375,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/273"
},
{
"$ref": "#/texts/274"
}
],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"bbox": {
"l": 53.66263198852539,
"t": 343.9278869628907,
"r": 78.4114761352539,
"b": 332.2435302734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "($M)",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 175.20068359375,
"t": 344.84710693359375,
"r": 205.46484374999997,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "FY'17",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 219.73921203613278,
"t": 344.84710693359375,
"r": 250.0033721923828,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "FY'18",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 264.2777404785156,
"t": 344.84710693359375,
"r": 294.5418701171875,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "FY'19",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 309.451904296875,
"t": 345.1382141113281,
"r": 346.0874328613281,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "FY'20 2",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 364.1610107421875,
"t": 344.84710693359375,
"r": 394.4251403808594,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "FY'21",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 415.6917724609375,
"t": 344.84710693359375,
"r": 445.9559020996094,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "FY'22",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 467.239501953125,
"t": 344.84710693359375,
"r": 497.503662109375,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "FY'23",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 518.77880859375,
"t": 344.84710693359375,
"r": 549.04296875,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "FY'24",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 570.3095703125,
"t": 344.84710693359375,
"r": 600.57373046875,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "FY'25",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 626.9425659179688,
"t": 344.84710693359375,
"r": 656.5907592773438,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "1Q26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 674.023681640625,
"t": 353.45104980468756,
"r": 712.9252319335938,
"b": 323.31683349609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "1Q26 w/REO",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.66263580322265,
"t": 318.7207336425781,
"r": 141.68948364257812,
"b": 307.03637695312506,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Beginning Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 174.5650177001953,
"t": 318.39794921875,
"r": 206.74533081054685,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 83.7",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 219.10354614257812,
"t": 318.39794921875,
"r": 251.2838592529297,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 62.8",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 263.64208984375,
"t": 318.39794921875,
"r": 295.82232666015625,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 71.1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 308.18060302734375,
"t": 318.39794921875,
"r": 347.35308837890625,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 88.4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 359.7113952636719,
"t": 318.39794921875,
"r": 398.8684387207032,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 148.3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 411.2421569824219,
"t": 318.39794921875,
"r": 450.41616821289057,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 113.2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 462.77294921874994,
"t": 318.39794921875,
"r": 501.94696044921875,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 132.6",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 514.3206787109375,
"t": 318.39794921875,
"r": 553.4863891601562,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "$ 195.7",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 565.8514404296875,
"t": 318.39794921875,
"r": 605.0171508789062,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "$ 239.0",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 622.492919921875,
"t": 318.39794921875,
"r": 661.650146484375,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "$ 146.0",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.66263580322265,
"t": 300.89184570312494,
"r": 140.0775604248047,
"b": 271.9832763671875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Provision for loan losses 1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 186.0068817138672,
"t": 292.5779724121094,
"r": 211.00831604003906,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(0.4)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 227.3671112060547,
"t": 292.5779724121094,
"r": 251.2838592529297,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "11.5",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 278.2622375488281,
"t": 292.5779724121094,
"r": 282.3599548339844,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 323.4364013671875,
"t": 292.5779724121094,
"r": 347.35308837890625,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "59.9",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 371.15325927734375,
"t": 292.5779724121094,
"r": 403.1314392089844,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(24.3)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 426.5234069824219,
"t": 292.5779724121094,
"r": 450.44006347656256,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "19.4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 478.05419921875006,
"t": 292.5779724121094,
"r": 501.9709167480469,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "68.8",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 529.5765380859375,
"t": 292.5779724121094,
"r": 553.4932861328125,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "55.5",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 581.1326904296875,
"t": 292.5779724121094,
"r": 605.0494384765625,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "35.3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.7579345703125,
"t": 292.5779724121094,
"r": 661.6978759765625,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "3.4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.66263580322265,
"t": 267.6951904296875,
"r": 128.92724609375,
"b": 256.0108337402344,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net charge-offs",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 179.01463317871094,
"t": 267.36834716796875,
"r": 210.99290466308594,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(20.5)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 230.54541015625,
"t": 267.36834716796875,
"r": 255.54684448242188,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(3.2)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 278.2622375488281,
"t": 267.36834716796875,
"r": 282.3599548339844,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 329.8099670410156,
"t": 267.36834716796875,
"r": 333.9076843261719,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 371.15325927734375,
"t": 267.36834716796875,
"r": 403.1314392089844,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(10.8)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 432.87152099609375,
"t": 267.36834716796875,
"r": 436.96923828125,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 481.23248291015625,
"t": 267.36834716796875,
"r": 506.23388671875,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(5.7)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 525.7625732421875,
"t": 267.36834716796875,
"r": 557.7408447265625,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(12.2)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "(128.3) 3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 633.934814453125,
"t": 267.36834716796875,
"r": 665.9130859375,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "(18.2)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 53.66263580322265,
"t": 249.86224365234378,
"r": 127.08501434326173,
"b": 238.17788696289062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 174.5650177001953,
"t": 249.55581665039065,
"r": 206.74533081054685,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 62.8",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 219.10354614257812,
"t": 249.55581665039065,
"r": 251.2838592529297,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 71.1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 263.64208984375,
"t": 249.55581665039065,
"r": 295.82232666015625,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 71.1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 308.18060302734375,
"t": 249.55581665039065,
"r": 347.337646484375,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 148.3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 359.7113952636719,
"t": 249.55581665039065,
"r": 398.8684387207032,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 113.2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 411.2421569824219,
"t": 249.55581665039065,
"r": 450.41616821289057,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 132.6",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 462.77294921874994,
"t": 249.55581665039065,
"r": 501.94696044921875,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 195.7",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 514.3206787109375,
"t": 249.55581665039065,
"r": 553.4863891601562,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "$ 239.0",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 565.8514404296875,
"t": 249.55581665039065,
"r": 605.0171508789062,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "$ 146.0",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 622.492919921875,
"t": 249.55581665039065,
"r": 661.650146484375,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "$ 131.2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 674.023681640625,
"t": 249.55581665039065,
"r": 724.01611328125,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "$ 215.5 4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 59.38356781005859,
"t": 232.0292663574219,
"r": 151.74935913085938,
"b": 220.34490966796875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Total portfolio UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 175.83633422851562,
"t": 231.72286987304685,
"r": 207.22538757324222,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$2.7B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 220.37486267089847,
"t": 231.72286987304685,
"r": 251.763916015625,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$3.3B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 264.91339111328125,
"t": 231.72286987304685,
"r": 296.3023681640625,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$4.3B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 316.44415283203125,
"t": 231.72286987304685,
"r": 347.8331298828125,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$5.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 360.9826965332031,
"t": 231.72286987304685,
"r": 399.3484802246094,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$12.2B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 412.5134582519531,
"t": 231.72286987304685,
"r": 450.8792419433594,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$14.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 464.0697021484375,
"t": 231.72286987304685,
"r": 502.43551635742193,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$12.6B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 515.6005249023438,
"t": 231.72286987304685,
"r": 553.9664306640625,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "$11.3B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 567.1312255859375,
"t": 231.72286987304685,
"r": 605.4971923828125,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "$12.1B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 623.7642822265625,
"t": 231.72286987304685,
"r": 662.1301879882812,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "$12.0B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 675.2950439453125,
"t": 231.72286987304685,
"r": 713.6609497070312,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "$12.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending balance % of total UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 184.09991455078125,
"t": 207.1285095214844,
"r": 210.8020172119141,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2.4%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 228.63844299316406,
"t": 207.1285095214844,
"r": 255.34054565429688,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2.2%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 273.1769714355469,
"t": 207.1285095214844,
"r": 299.8790588378906,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "1.7%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 324.7077331542969,
"t": 207.1285095214844,
"r": 351.4098205566406,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "2.7%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 376.2639465332031,
"t": 207.1285095214844,
"r": 402.9660339355469,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "0.9%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 427.7862548828125,
"t": 207.1285095214844,
"r": 454.4883422851563,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "0.9%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 479.32550048828125,
"t": 207.1285095214844,
"r": 506.02764892578125,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "1.6%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 530.8732299804688,
"t": 207.1285095214844,
"r": 557.5753784179688,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "2.1%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 582.4039916992188,
"t": 207.1285095214844,
"r": 609.1061401367188,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "1.2%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 639.0200805664062,
"t": 207.1285095214844,
"r": 665.7222290039062,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "1.1%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 690.5762329101562,
"t": 207.1285095214844,
"r": 717.2783813476562,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "1.7%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 7,
"num_cols": 12,
"orientation": "rot_0",
"grid": [
[
{
"bbox": {
"l": 53.66263198852539,
"t": 343.9278869628907,
"r": 78.4114761352539,
"b": 332.2435302734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "($M)",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 175.20068359375,
"t": 344.84710693359375,
"r": 205.46484374999997,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "FY'17",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 219.73921203613278,
"t": 344.84710693359375,
"r": 250.0033721923828,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "FY'18",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 264.2777404785156,
"t": 344.84710693359375,
"r": 294.5418701171875,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "FY'19",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 309.451904296875,
"t": 345.1382141113281,
"r": 346.0874328613281,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "FY'20 2",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 364.1610107421875,
"t": 344.84710693359375,
"r": 394.4251403808594,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "FY'21",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 415.6917724609375,
"t": 344.84710693359375,
"r": 445.9559020996094,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "FY'22",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 467.239501953125,
"t": 344.84710693359375,
"r": 497.503662109375,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "FY'23",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 518.77880859375,
"t": 344.84710693359375,
"r": 549.04296875,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "FY'24",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 570.3095703125,
"t": 344.84710693359375,
"r": 600.57373046875,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "FY'25",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 626.9425659179688,
"t": 344.84710693359375,
"r": 656.5907592773438,
"b": 331.9371032714844,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "1Q26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 674.023681640625,
"t": 353.45104980468756,
"r": 712.9252319335938,
"b": 323.31683349609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "1Q26 w/REO",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.66263580322265,
"t": 318.7207336425781,
"r": 141.68948364257812,
"b": 307.03637695312506,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Beginning Balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 174.5650177001953,
"t": 318.39794921875,
"r": 206.74533081054685,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 83.7",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 219.10354614257812,
"t": 318.39794921875,
"r": 251.2838592529297,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 62.8",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 263.64208984375,
"t": 318.39794921875,
"r": 295.82232666015625,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 71.1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 308.18060302734375,
"t": 318.39794921875,
"r": 347.35308837890625,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 88.4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 359.7113952636719,
"t": 318.39794921875,
"r": 398.8684387207032,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 148.3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 411.2421569824219,
"t": 318.39794921875,
"r": 450.41616821289057,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 113.2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 462.77294921874994,
"t": 318.39794921875,
"r": 501.94696044921875,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 132.6",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 514.3206787109375,
"t": 318.39794921875,
"r": 553.4863891601562,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "$ 195.7",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 565.8514404296875,
"t": 318.39794921875,
"r": 605.0171508789062,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "$ 239.0",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 622.492919921875,
"t": 318.39794921875,
"r": 661.650146484375,
"b": 305.4879455566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "$ 146.0",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.66263580322265,
"t": 300.89184570312494,
"r": 140.0775604248047,
"b": 271.9832763671875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Provision for loan losses 1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 186.0068817138672,
"t": 292.5779724121094,
"r": 211.00831604003906,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(0.4)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 227.3671112060547,
"t": 292.5779724121094,
"r": 251.2838592529297,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "11.5",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 278.2622375488281,
"t": 292.5779724121094,
"r": 282.3599548339844,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 323.4364013671875,
"t": 292.5779724121094,
"r": 347.35308837890625,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "59.9",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 371.15325927734375,
"t": 292.5779724121094,
"r": 403.1314392089844,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(24.3)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 426.5234069824219,
"t": 292.5779724121094,
"r": 450.44006347656256,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "19.4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 478.05419921875006,
"t": 292.5779724121094,
"r": 501.9709167480469,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "68.8",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 529.5765380859375,
"t": 292.5779724121094,
"r": 553.4932861328125,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "55.5",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 581.1326904296875,
"t": 292.5779724121094,
"r": 605.0494384765625,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "35.3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.7579345703125,
"t": 292.5779724121094,
"r": 661.6978759765625,
"b": 279.66796875000006,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "3.4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.66263580322265,
"t": 267.6951904296875,
"r": 128.92724609375,
"b": 256.0108337402344,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net charge-offs",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 179.01463317871094,
"t": 267.36834716796875,
"r": 210.99290466308594,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(20.5)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 230.54541015625,
"t": 267.36834716796875,
"r": 255.54684448242188,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(3.2)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 278.2622375488281,
"t": 267.36834716796875,
"r": 282.3599548339844,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 329.8099670410156,
"t": 267.36834716796875,
"r": 333.9076843261719,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 371.15325927734375,
"t": 267.36834716796875,
"r": 403.1314392089844,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(10.8)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 432.87152099609375,
"t": 267.36834716796875,
"r": 436.96923828125,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 481.23248291015625,
"t": 267.36834716796875,
"r": 506.23388671875,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "(5.7)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 525.7625732421875,
"t": 267.36834716796875,
"r": 557.7408447265625,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "(12.2)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "(128.3) 3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 633.934814453125,
"t": 267.36834716796875,
"r": 665.9130859375,
"b": 254.4583435058594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "(18.2)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 53.66263580322265,
"t": 249.86224365234378,
"r": 127.08501434326173,
"b": 238.17788696289062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending balance",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 174.5650177001953,
"t": 249.55581665039065,
"r": 206.74533081054685,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 62.8",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 219.10354614257812,
"t": 249.55581665039065,
"r": 251.2838592529297,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 71.1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 263.64208984375,
"t": 249.55581665039065,
"r": 295.82232666015625,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 71.1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 308.18060302734375,
"t": 249.55581665039065,
"r": 347.337646484375,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 148.3",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 359.7113952636719,
"t": 249.55581665039065,
"r": 398.8684387207032,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 113.2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 411.2421569824219,
"t": 249.55581665039065,
"r": 450.41616821289057,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 132.6",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 462.77294921874994,
"t": 249.55581665039065,
"r": 501.94696044921875,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$ 195.7",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 514.3206787109375,
"t": 249.55581665039065,
"r": 553.4863891601562,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "$ 239.0",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 565.8514404296875,
"t": 249.55581665039065,
"r": 605.0171508789062,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "$ 146.0",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 622.492919921875,
"t": 249.55581665039065,
"r": 661.650146484375,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "$ 131.2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 674.023681640625,
"t": 249.55581665039065,
"r": 724.01611328125,
"b": 236.64581298828122,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "$ 215.5 4",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 59.38356781005859,
"t": 232.0292663574219,
"r": 151.74935913085938,
"b": 220.34490966796875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Total portfolio UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 175.83633422851562,
"t": 231.72286987304685,
"r": 207.22538757324222,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$2.7B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 220.37486267089847,
"t": 231.72286987304685,
"r": 251.763916015625,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$3.3B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 264.91339111328125,
"t": 231.72286987304685,
"r": 296.3023681640625,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$4.3B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 316.44415283203125,
"t": 231.72286987304685,
"r": 347.8331298828125,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$5.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 360.9826965332031,
"t": 231.72286987304685,
"r": 399.3484802246094,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$12.2B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 412.5134582519531,
"t": 231.72286987304685,
"r": 450.8792419433594,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$14.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 464.0697021484375,
"t": 231.72286987304685,
"r": 502.43551635742193,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "$12.6B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 515.6005249023438,
"t": 231.72286987304685,
"r": 553.9664306640625,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "$11.3B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 567.1312255859375,
"t": 231.72286987304685,
"r": 605.4971923828125,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "$12.1B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 623.7642822265625,
"t": 231.72286987304685,
"r": 662.1301879882812,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "$12.0B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 675.2950439453125,
"t": 231.72286987304685,
"r": 713.6609497070312,
"b": 218.8128662109375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "$12.5B",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Ending balance % of total UPB",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 184.09991455078125,
"t": 207.1285095214844,
"r": 210.8020172119141,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "2.4%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 228.63844299316406,
"t": 207.1285095214844,
"r": 255.34054565429688,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "2.2%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 273.1769714355469,
"t": 207.1285095214844,
"r": 299.8790588378906,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "1.7%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 324.7077331542969,
"t": 207.1285095214844,
"r": 351.4098205566406,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "2.7%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 376.2639465332031,
"t": 207.1285095214844,
"r": 402.9660339355469,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "0.9%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 427.7862548828125,
"t": 207.1285095214844,
"r": 454.4883422851563,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "0.9%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 479.32550048828125,
"t": 207.1285095214844,
"r": 506.02764892578125,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 7,
"end_col_offset_idx": 8,
"text": "1.6%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 530.8732299804688,
"t": 207.1285095214844,
"r": 557.5753784179688,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 8,
"end_col_offset_idx": 9,
"text": "2.1%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 582.4039916992188,
"t": 207.1285095214844,
"r": 609.1061401367188,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 9,
"end_col_offset_idx": 10,
"text": "1.2%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 639.0200805664062,
"t": 207.1285095214844,
"r": 665.7222290039062,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 10,
"end_col_offset_idx": 11,
"text": "1.1%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 690.5762329101562,
"t": 207.1285095214844,
"r": 717.2783813476562,
"b": 194.21850585937497,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 11,
"end_col_offset_idx": 12,
"text": "1.7%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
},
{
"self_ref": "#/tables/8",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p20-t1",
"quber__content_fingerprint": "1caecd78"
},
"label": "table",
"prov": [
{
"page_no": 20,
"bbox": {
"l": 14.591268539428711,
"t": 511.56488037109375,
"r": 768.1339721679688,
"b": 148.76715087890625,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/279"
},
{
"$ref": "#/texts/280"
}
],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"bbox": {
"l": 19.633312225341797,
"t": 488.4892730712891,
"r": 228.24420166015628,
"b": 477.745361328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "(Amounts in 000s, except per share amounts)",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 255.79327392578122,
"t": 497.4227066040039,
"r": 487.4323425292969,
"b": 458.04420471191406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Year Ended 2021",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.04290771484375,
"t": 497.4227066040039,
"r": 487.4323425292969,
"b": 458.04420471191406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "Year Ended 2022",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 427.27911376953125,
"t": 497.4227066040039,
"r": 487.4323425292969,
"b": 458.04420471191406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "Year Ended 2023",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 427.27911376953125,
"t": 497.4227066040039,
"r": 551.8353271484375,
"b": 458.0442352294922,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "Year Ended 2024",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 427.27911376953125,
"t": 497.4227066040039,
"r": 647.3612060546875,
"b": 458.0442352294922,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "Year Ended 2025",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 707.8157958984375,
"t": 505.3031692504882,
"r": 749.9103393554688,
"b": 458.0442352294922,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "Quarter Ended 1Q26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.374149322509766,
"t": 453.3940277099609,
"r": 110.0449447631836,
"b": 442.6501159667969,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net interest income",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 241.4891357421875,
"t": 453.9300384521484,
"r": 304.5924072265625,
"b": 442.47143554687506,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 254,082",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 330.2325744628906,
"t": 453.9300384521484,
"r": 393.33587646484375,
"b": 442.47143554687506,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 390,784",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 419.74746704101557,
"t": 453.9300689697266,
"r": 488.826171875,
"b": 442.47143554687506,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 427,991",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 515.25341796875,
"t": 453.9300689697266,
"r": 584.3319091796875,
"b": 442.4714660644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 363,258",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 610.769287109375,
"t": 453.9300689697266,
"r": 679.8477172851562,
"b": 442.4714660644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 238,172",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.0455322265625,
"t": 453.9300689697266,
"r": 764.1124267578125,
"b": 442.4714660644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 59,845",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.374149322509766,
"t": 436.1942596435547,
"r": 100.28536987304688,
"b": 425.4503479003907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Servicing revenue",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 265.548095703125,
"t": 436.7302703857422,
"r": 304.6858215332031,
"b": 425.27166748046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "166,170",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 354.2916564941406,
"t": 436.7302703857422,
"r": 393.42938232421875,
"b": 425.27166748046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "196,570",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 449.81692504882807,
"t": 436.7303009033203,
"r": 488.9546508789063,
"b": 425.2716979980468,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "208,278",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 545.3226928710938,
"t": 436.7303009033203,
"r": 584.4603271484375,
"b": 425.2716979980468,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "202,819",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 640.8384399414062,
"t": 436.7303009033203,
"r": 679.97607421875,
"b": 425.2716979980468,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "190,729",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 731.1146850585938,
"t": 436.7303009033203,
"r": 764.2474365234375,
"b": 425.2716979980468,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "45,079",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 419.02305603027344,
"r": 207.21141052246097,
"b": 408.2791442871094,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Gain on sale, incl. fee based services, net",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 265.548095703125,
"t": 418.84437561035156,
"r": 304.6858215332031,
"b": 407.38577270507807,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "123,037",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 360.30206298828125,
"t": 418.1297149658203,
"r": 393.4348449707031,
"b": 406.6711120605469,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "72,904",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.82733154296875,
"t": 418.12974548339844,
"r": 488.96011352539057,
"b": 406.671142578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "72,522",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 551.3330078125,
"t": 418.12974548339844,
"r": 584.4657592773438,
"b": 406.671142578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "74,932",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 418.12974548339844,
"r": 679.9815063476562,
"b": 406.671142578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "70,670",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 731.1146850585938,
"t": 418.12974548339844,
"r": 764.2474365234375,
"b": 406.671142578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "12,505",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 401.842300415039,
"r": 186.13348388671875,
"b": 391.098388671875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net operating income (loss) on REOs",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 271.5923767089844,
"t": 401.6636505126953,
"r": 304.74627685546875,
"b": 390.2050476074219,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "34,610",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 367.81488037109375,
"t": 400.94895935058594,
"r": 393.2320556640625,
"b": 389.49035644531244,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(259)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 463.3197937011718,
"t": 400.94898986816406,
"r": 488.7369689941406,
"b": 389.4903869628907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(189)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 558.845458984375,
"t": 400.94898986816406,
"r": 584.2625732421875,
"b": 389.4903869628907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(168)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 645.3456420898438,
"t": 400.94898986816406,
"r": 679.7728881835938,
"b": 389.4903869628907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(6,633)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 729.5819091796875,
"t": 400.94898986816406,
"r": 764.0091552734375,
"b": 389.4903869628907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(3,904)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 384.6424865722656,
"r": 152.35897827148438,
"b": 373.8985748291016,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Income from equity affiliates",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 300.8697814941406,
"t": 383.7491760253906,
"r": 304.55621337890625,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 360.30206298828125,
"t": 383.7491760253906,
"r": 393.4348449707031,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "14,247",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.82733154296875,
"t": 383.7491760253906,
"r": 488.96011352539057,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "24,281",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3433837890625,
"t": 383.7491760253906,
"r": 584.47119140625,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "5,772",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 383.74919128417963,
"r": 679.9815063476562,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "50,880",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.1250610351562,
"t": 383.74919128417963,
"r": 764.2528686523438,
"b": 372.29058837890625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4,411",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 367.47129821777344,
"r": 80.80010223388672,
"b": 356.7273864746094,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Other income",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 277.60345458984375,
"t": 368.00732421875,
"r": 304.74578857421875,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "7,448",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 358.7992858886719,
"t": 368.00732421875,
"r": 393.2265625,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(2,359)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 461.8377380371094,
"t": 368.00732421875,
"r": 488.9656066894532,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "4,867",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3433837890625,
"t": 368.00732421875,
"r": 584.47119140625,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "7,254",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 368.00733947753906,
"r": 679.9815063476562,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "10,537",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.1250610351562,
"t": 368.00733947753906,
"r": 764.2528686523438,
"b": 356.5487365722656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "2,225",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 33.15426254272461,
"t": 350.2905578613282,
"r": 120.20752716064453,
"b": 339.546630859375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Total net revenues",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 265.548095703125,
"t": 350.8265686035157,
"r": 304.68585205078125,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "585,347",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 354.2916564941406,
"t": 350.8265686035157,
"r": 393.4294128417969,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "671,887",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 449.81692504882807,
"t": 350.8265686035157,
"r": 488.9546813964844,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "737,750",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 545.3226928710938,
"t": 350.8265686035157,
"r": 584.4602661132812,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "653,867",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 640.8384399414062,
"t": 350.82659912109375,
"r": 679.9760131835938,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "554,355",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 725.1043701171875,
"t": 350.82659912109375,
"r": 764.241943359375,
"b": 339.3680114746094,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "120,161",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 327.3733825683594,
"r": 134.353515625,
"b": 316.62945556640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Total operating expenses",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 265.581298828125,
"t": 327.9093627929687,
"r": 304.74676513671875,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "237,155",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 354.3247375488281,
"t": 327.9093627929687,
"r": 393.4902038574219,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "227,282",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 449.81692504882807,
"t": 327.9093627929687,
"r": 488.9546508789063,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "223,404",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 545.3766479492188,
"t": 327.9093627929687,
"r": 584.5421142578125,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "239,689",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 640.8384399414062,
"t": 327.90939331054693,
"r": 679.97607421875,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "237,096",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 731.1146850585938,
"t": 327.90939331054693,
"r": 764.2474365234375,
"b": 316.45080566406256,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "63,031",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 310.173583984375,
"r": 186.60787963867188,
"b": 299.4296569824219,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Realized loan reserves / (recoveries)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 271.5584411621094,
"t": 310.7095947265625,
"r": 304.6912536621094,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "12,575",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 358.7992858886719,
"t": 310.7095947265625,
"r": 393.2265625,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(2,045)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.82733154296875,
"t": 310.7095947265625,
"r": 488.96011352539057,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "20,499",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 551.3777465820312,
"t": 310.7095947265625,
"r": 584.5316162109375,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "14,790",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 310.7095947265625,
"r": 679.9815063476562,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "29,707",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.1250610351562,
"t": 310.7095947265625,
"r": 764.2528686523438,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "9,425",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 293.0023498535156,
"r": 136.5900421142578,
"b": 282.2584228515625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Preferred stock dividends",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 271.5923767089844,
"t": 293.5383605957031,
"r": 304.74627685546875,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "21,888",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 360.3258056640625,
"t": 293.5383605957031,
"r": 393.479736328125,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "40,954",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.85177612304693,
"t": 293.5383605957031,
"r": 489.00567626953125,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "41,368",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 551.3777465820312,
"t": 293.5383605957031,
"r": 584.5316162109375,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "41,368",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 293.5383911132813,
"r": 679.9815063476562,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "41,368",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 731.1146850585938,
"t": 293.5383911132813,
"r": 764.2474365234375,
"b": 282.07980346679693,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "10,342",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 33.154266357421875,
"t": 275.2856140136718,
"r": 140.03526306152344,
"b": 262.199951171875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 241.4891357421875,
"t": 273.4798583984375,
"r": 304.5924072265625,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 313,729",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 330.2325744628906,
"t": 273.4798583984375,
"r": 393.33587646484375,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 405,696",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 419.74746704101557,
"t": 273.4798583984375,
"r": 488.826171875,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 452,479",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 515.25341796875,
"t": 273.4798583984375,
"r": 584.3319702148438,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 358,020",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 610.769287109375,
"t": 273.4798889160156,
"r": 679.8477783203125,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 246,184",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.0455322265625,
"t": 273.4798889160156,
"r": 764.1124877929688,
"b": 262.02130126953125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 37,363",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 237.16259765625003,
"r": 230.40176391601562,
"b": 226.41864013671878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings ROE on common equity",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 275.34930419921875,
"t": 237.69857788085938,
"r": 304.9974670410156,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "18.5%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 364.11279296875,
"t": 237.69857788085938,
"r": 393.7609558105469,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "18.2%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 459.6086730957032,
"t": 237.69857788085938,
"r": 489.2568664550782,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "17.8%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 555.1446533203125,
"t": 237.69857788085938,
"r": 584.7928466796875,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "14.0%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 656.681640625,
"t": 237.69857788085938,
"r": 680.3182983398438,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "9.9%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 740.9067993164062,
"t": 237.69857788085938,
"r": 764.5433959960938,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "6.3%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 219.24526977539062,
"r": 208.38623046875,
"b": 208.5013427734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings per common share",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 277.60345458984375,
"t": 219.78124999999997,
"r": 304.74578857421875,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$2.01",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 366.366943359375,
"t": 219.78124999999997,
"r": 393.50927734375,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$2.23",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 461.8628234863281,
"t": 219.78124999999997,
"r": 489.00518798828125,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$2.25",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3988037109375,
"t": 219.78124999999997,
"r": 584.5411376953125,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$1.74",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 652.9247436523438,
"t": 220.13861083984372,
"r": 687.57373046875,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$1.17 2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.14990234375,
"t": 220.13861083984372,
"r": 771.798828125,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$0.18 2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 202.06927490234372,
"r": 147.59219360351562,
"b": 191.32534790039062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Dividend per common share",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 277.60345458984375,
"t": 202.60525512695315,
"r": 304.74578857421875,
"b": 191.14666748046878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$1.48",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 366.366943359375,
"t": 202.60528564453122,
"r": 393.50927734375,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$1.57",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 461.8628234863281,
"t": 202.60528564453122,
"r": 489.00518798828125,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$1.71",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3988037109375,
"t": 202.60528564453122,
"r": 584.5411376953125,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$1.72",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 652.9247436523438,
"t": 202.60528564453122,
"r": 680.0670776367188,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$1.20",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.14990234375,
"t": 202.60528564453122,
"r": 764.2921752929688,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$0.17",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 181.29611206054688,
"r": 201.0778350830078,
"b": 170.55218505859378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable EPS in excess of dividends",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 277.60345458984375,
"t": 181.83209228515625,
"r": 304.74578857421875,
"b": 170.37350463867188,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$0.53",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 366.366943359375,
"t": 181.83209228515625,
"r": 393.50927734375,
"b": 170.37350463867188,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$0.66",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 461.8628234863281,
"t": 181.83209228515625,
"r": 489.00518798828125,
"b": 170.37350463867188,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$0.54",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3988037109375,
"t": 181.83212280273438,
"r": 584.5411376953125,
"b": 170.37353515625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$0.02",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 645.410888671875,
"t": 181.83212280273438,
"r": 679.853759765625,
"b": 170.37353515625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "($0.03)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.14990234375,
"t": 181.83212280273438,
"r": 764.2921752929688,
"b": 170.37353515625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$0.01",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 17.3741512298584,
"t": 159.80828857421872,
"r": 117.88422393798827,
"b": 149.06433105468753,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Dividend payout ratio",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 284.36590576171875,
"t": 160.34426879882815,
"r": 305.0017395019531,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "74%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 373.12939453125,
"t": 160.34426879882815,
"r": 393.7652282714844,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "70%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 468.65533447265625,
"t": 160.34426879882815,
"r": 489.2911682128906,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "76%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 564.1612548828125,
"t": 160.34426879882815,
"r": 584.7971801757812,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "99%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 653.6761474609375,
"t": 160.34426879882815,
"r": 680.3231201171875,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "103%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 743.912353515625,
"t": 160.34426879882815,
"r": 764.5482177734375,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "94%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 17,
"num_cols": 7,
"orientation": "rot_0",
"grid": [
[
{
"bbox": {
"l": 19.633312225341797,
"t": 488.4892730712891,
"r": 228.24420166015628,
"b": 477.745361328125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "(Amounts in 000s, except per share amounts)",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 255.79327392578122,
"t": 497.4227066040039,
"r": 487.4323425292969,
"b": 458.04420471191406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Year Ended 2021",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 337.04290771484375,
"t": 497.4227066040039,
"r": 487.4323425292969,
"b": 458.04420471191406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "Year Ended 2022",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 427.27911376953125,
"t": 497.4227066040039,
"r": 487.4323425292969,
"b": 458.04420471191406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "Year Ended 2023",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 427.27911376953125,
"t": 497.4227066040039,
"r": 551.8353271484375,
"b": 458.0442352294922,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "Year Ended 2024",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 427.27911376953125,
"t": 497.4227066040039,
"r": 647.3612060546875,
"b": 458.0442352294922,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "Year Ended 2025",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 707.8157958984375,
"t": 505.3031692504882,
"r": 749.9103393554688,
"b": 458.0442352294922,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "Quarter Ended 1Q26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.374149322509766,
"t": 453.3940277099609,
"r": 110.0449447631836,
"b": 442.6501159667969,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net interest income",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 241.4891357421875,
"t": 453.9300384521484,
"r": 304.5924072265625,
"b": 442.47143554687506,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 254,082",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 330.2325744628906,
"t": 453.9300384521484,
"r": 393.33587646484375,
"b": 442.47143554687506,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 390,784",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 419.74746704101557,
"t": 453.9300689697266,
"r": 488.826171875,
"b": 442.47143554687506,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 427,991",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 515.25341796875,
"t": 453.9300689697266,
"r": 584.3319091796875,
"b": 442.4714660644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 363,258",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 610.769287109375,
"t": 453.9300689697266,
"r": 679.8477172851562,
"b": 442.4714660644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 238,172",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.0455322265625,
"t": 453.9300689697266,
"r": 764.1124267578125,
"b": 442.4714660644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 59,845",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.374149322509766,
"t": 436.1942596435547,
"r": 100.28536987304688,
"b": 425.4503479003907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Servicing revenue",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 265.548095703125,
"t": 436.7302703857422,
"r": 304.6858215332031,
"b": 425.27166748046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "166,170",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 354.2916564941406,
"t": 436.7302703857422,
"r": 393.42938232421875,
"b": 425.27166748046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "196,570",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 449.81692504882807,
"t": 436.7303009033203,
"r": 488.9546508789063,
"b": 425.2716979980468,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "208,278",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 545.3226928710938,
"t": 436.7303009033203,
"r": 584.4603271484375,
"b": 425.2716979980468,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "202,819",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 640.8384399414062,
"t": 436.7303009033203,
"r": 679.97607421875,
"b": 425.2716979980468,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "190,729",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 731.1146850585938,
"t": 436.7303009033203,
"r": 764.2474365234375,
"b": 425.2716979980468,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "45,079",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 419.02305603027344,
"r": 207.21141052246097,
"b": 408.2791442871094,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Gain on sale, incl. fee based services, net",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 265.548095703125,
"t": 418.84437561035156,
"r": 304.6858215332031,
"b": 407.38577270507807,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "123,037",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 360.30206298828125,
"t": 418.1297149658203,
"r": 393.4348449707031,
"b": 406.6711120605469,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "72,904",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.82733154296875,
"t": 418.12974548339844,
"r": 488.96011352539057,
"b": 406.671142578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "72,522",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 551.3330078125,
"t": 418.12974548339844,
"r": 584.4657592773438,
"b": 406.671142578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "74,932",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 418.12974548339844,
"r": 679.9815063476562,
"b": 406.671142578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "70,670",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 731.1146850585938,
"t": 418.12974548339844,
"r": 764.2474365234375,
"b": 406.671142578125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "12,505",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 401.842300415039,
"r": 186.13348388671875,
"b": 391.098388671875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net operating income (loss) on REOs",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 271.5923767089844,
"t": 401.6636505126953,
"r": 304.74627685546875,
"b": 390.2050476074219,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "34,610",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 367.81488037109375,
"t": 400.94895935058594,
"r": 393.2320556640625,
"b": 389.49035644531244,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(259)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 463.3197937011718,
"t": 400.94898986816406,
"r": 488.7369689941406,
"b": 389.4903869628907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(189)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 558.845458984375,
"t": 400.94898986816406,
"r": 584.2625732421875,
"b": 389.4903869628907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(168)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 645.3456420898438,
"t": 400.94898986816406,
"r": 679.7728881835938,
"b": 389.4903869628907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(6,633)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 729.5819091796875,
"t": 400.94898986816406,
"r": 764.0091552734375,
"b": 389.4903869628907,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(3,904)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 384.6424865722656,
"r": 152.35897827148438,
"b": 373.8985748291016,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Income from equity affiliates",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 300.8697814941406,
"t": 383.7491760253906,
"r": 304.55621337890625,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "-",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 360.30206298828125,
"t": 383.7491760253906,
"r": 393.4348449707031,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "14,247",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.82733154296875,
"t": 383.7491760253906,
"r": 488.96011352539057,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "24,281",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3433837890625,
"t": 383.7491760253906,
"r": 584.47119140625,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "5,772",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 383.74919128417963,
"r": 679.9815063476562,
"b": 372.2905731201172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "50,880",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.1250610351562,
"t": 383.74919128417963,
"r": 764.2528686523438,
"b": 372.29058837890625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "4,411",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 367.47129821777344,
"r": 80.80010223388672,
"b": 356.7273864746094,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Other income",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 277.60345458984375,
"t": 368.00732421875,
"r": 304.74578857421875,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "7,448",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 358.7992858886719,
"t": 368.00732421875,
"r": 393.2265625,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(2,359)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 461.8377380371094,
"t": 368.00732421875,
"r": 488.9656066894532,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "4,867",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3433837890625,
"t": 368.00732421875,
"r": 584.47119140625,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "7,254",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 368.00733947753906,
"r": 679.9815063476562,
"b": 356.54872131347656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "10,537",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.1250610351562,
"t": 368.00733947753906,
"r": 764.2528686523438,
"b": 356.5487365722656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "2,225",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 33.15426254272461,
"t": 350.2905578613282,
"r": 120.20752716064453,
"b": 339.546630859375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Total net revenues",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 265.548095703125,
"t": 350.8265686035157,
"r": 304.68585205078125,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "585,347",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 354.2916564941406,
"t": 350.8265686035157,
"r": 393.4294128417969,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "671,887",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 449.81692504882807,
"t": 350.8265686035157,
"r": 488.9546813964844,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "737,750",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 545.3226928710938,
"t": 350.8265686035157,
"r": 584.4602661132812,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "653,867",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 640.8384399414062,
"t": 350.82659912109375,
"r": 679.9760131835938,
"b": 339.3679809570313,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "554,355",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 725.1043701171875,
"t": 350.82659912109375,
"r": 764.241943359375,
"b": 339.3680114746094,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "120,161",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 327.3733825683594,
"r": 134.353515625,
"b": 316.62945556640625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Total operating expenses",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 265.581298828125,
"t": 327.9093627929687,
"r": 304.74676513671875,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "237,155",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 354.3247375488281,
"t": 327.9093627929687,
"r": 393.4902038574219,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "227,282",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 449.81692504882807,
"t": 327.9093627929687,
"r": 488.9546508789063,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "223,404",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 545.3766479492188,
"t": 327.9093627929687,
"r": 584.5421142578125,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "239,689",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 640.8384399414062,
"t": 327.90939331054693,
"r": 679.97607421875,
"b": 316.4507751464843,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "237,096",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 731.1146850585938,
"t": 327.90939331054693,
"r": 764.2474365234375,
"b": 316.45080566406256,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "63,031",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 310.173583984375,
"r": 186.60787963867188,
"b": 299.4296569824219,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Realized loan reserves / (recoveries)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 271.5584411621094,
"t": 310.7095947265625,
"r": 304.6912536621094,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "12,575",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 358.7992858886719,
"t": 310.7095947265625,
"r": 393.2265625,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(2,045)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.82733154296875,
"t": 310.7095947265625,
"r": 488.96011352539057,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "20,499",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 551.3777465820312,
"t": 310.7095947265625,
"r": 584.5316162109375,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "14,790",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 310.7095947265625,
"r": 679.9815063476562,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "29,707",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.1250610351562,
"t": 310.7095947265625,
"r": 764.2528686523438,
"b": 299.2510070800781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "9,425",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 293.0023498535156,
"r": 136.5900421142578,
"b": 282.2584228515625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Preferred stock dividends",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 271.5923767089844,
"t": 293.5383605957031,
"r": 304.74627685546875,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "21,888",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 360.3258056640625,
"t": 293.5383605957031,
"r": 393.479736328125,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "40,954",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 455.85177612304693,
"t": 293.5383605957031,
"r": 489.00567626953125,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "41,368",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 551.3777465820312,
"t": 293.5383605957031,
"r": 584.5316162109375,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "41,368",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 646.8488159179688,
"t": 293.5383911132813,
"r": 679.9815063476562,
"b": 282.07977294921875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "41,368",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 731.1146850585938,
"t": 293.5383911132813,
"r": 764.2474365234375,
"b": 282.07980346679693,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "10,342",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 33.154266357421875,
"t": 275.2856140136718,
"r": 140.03526306152344,
"b": 262.199951171875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 241.4891357421875,
"t": 273.4798583984375,
"r": 304.5924072265625,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 313,729",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 330.2325744628906,
"t": 273.4798583984375,
"r": 393.33587646484375,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 405,696",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 419.74746704101557,
"t": 273.4798583984375,
"r": 488.826171875,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 452,479",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 515.25341796875,
"t": 273.4798583984375,
"r": 584.3319702148438,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 358,020",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 610.769287109375,
"t": 273.4798889160156,
"r": 679.8477783203125,
"b": 262.0212707519531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 246,184",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.0455322265625,
"t": 273.4798889160156,
"r": 764.1124877929688,
"b": 262.02130126953125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 37,363",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 237.16259765625003,
"r": 230.40176391601562,
"b": 226.41864013671878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings ROE on common equity",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 275.34930419921875,
"t": 237.69857788085938,
"r": 304.9974670410156,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "18.5%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 364.11279296875,
"t": 237.69857788085938,
"r": 393.7609558105469,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "18.2%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 459.6086730957032,
"t": 237.69857788085938,
"r": 489.2568664550782,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "17.8%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 555.1446533203125,
"t": 237.69857788085938,
"r": 584.7928466796875,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "14.0%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 656.681640625,
"t": 237.69857788085938,
"r": 680.3182983398438,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "9.9%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 740.9067993164062,
"t": 237.69857788085938,
"r": 764.5433959960938,
"b": 226.239990234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "6.3%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 219.24526977539062,
"r": 208.38623046875,
"b": 208.5013427734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings per common share",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 277.60345458984375,
"t": 219.78124999999997,
"r": 304.74578857421875,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$2.01",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 366.366943359375,
"t": 219.78124999999997,
"r": 393.50927734375,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$2.23",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 461.8628234863281,
"t": 219.78124999999997,
"r": 489.00518798828125,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$2.25",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3988037109375,
"t": 219.78124999999997,
"r": 584.5411376953125,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$1.74",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 652.9247436523438,
"t": 220.13861083984372,
"r": 687.57373046875,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$1.17 2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.14990234375,
"t": 220.13861083984372,
"r": 771.798828125,
"b": 208.3226623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$0.18 2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 202.06927490234372,
"r": 147.59219360351562,
"b": 191.32534790039062,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Dividend per common share",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 277.60345458984375,
"t": 202.60525512695315,
"r": 304.74578857421875,
"b": 191.14666748046878,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$1.48",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 366.366943359375,
"t": 202.60528564453122,
"r": 393.50927734375,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$1.57",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 461.8628234863281,
"t": 202.60528564453122,
"r": 489.00518798828125,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$1.71",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3988037109375,
"t": 202.60528564453122,
"r": 584.5411376953125,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$1.72",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 652.9247436523438,
"t": 202.60528564453122,
"r": 680.0670776367188,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$1.20",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.14990234375,
"t": 202.60528564453122,
"r": 764.2921752929688,
"b": 191.14669799804685,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$0.17",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 181.29611206054688,
"r": 201.0778350830078,
"b": 170.55218505859378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable EPS in excess of dividends",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 277.60345458984375,
"t": 181.83209228515625,
"r": 304.74578857421875,
"b": 170.37350463867188,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$0.53",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 366.366943359375,
"t": 181.83209228515625,
"r": 393.50927734375,
"b": 170.37350463867188,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$0.66",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 461.8628234863281,
"t": 181.83209228515625,
"r": 489.00518798828125,
"b": 170.37350463867188,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$0.54",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 557.3988037109375,
"t": 181.83212280273438,
"r": 584.5411376953125,
"b": 170.37353515625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$0.02",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 645.410888671875,
"t": 181.83212280273438,
"r": 679.853759765625,
"b": 170.37353515625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "($0.03)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.14990234375,
"t": 181.83212280273438,
"r": 764.2921752929688,
"b": 170.37353515625,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$0.01",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 17.3741512298584,
"t": 159.80828857421872,
"r": 117.88422393798827,
"b": 149.06433105468753,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Dividend payout ratio",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 284.36590576171875,
"t": 160.34426879882815,
"r": 305.0017395019531,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "74%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 373.12939453125,
"t": 160.34426879882815,
"r": 393.7652282714844,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "70%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 468.65533447265625,
"t": 160.34426879882815,
"r": 489.2911682128906,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "76%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 564.1612548828125,
"t": 160.34426879882815,
"r": 584.7971801757812,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "99%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 653.6761474609375,
"t": 160.34426879882815,
"r": 680.3231201171875,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "103%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 743.912353515625,
"t": 160.34426879882815,
"r": 764.5482177734375,
"b": 148.88568115234378,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 16,
"end_row_offset_idx": 17,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "94%",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
},
{
"self_ref": "#/tables/9",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"quber__table_id": "ea79061bb6be6ce0-p21-t1",
"quber__content_fingerprint": "c1da4d55"
},
"label": "table",
"prov": [
{
"page_no": 21,
"bbox": {
"l": 30.013259887695312,
"t": 498.27437591552734,
"r": 761.8632202148438,
"b": 133.77645874023438,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [
{
"$ref": "#/texts/284"
},
{
"$ref": "#/texts/285"
}
],
"references": [],
"footnotes": [],
"data": {
"table_cells": [
{
"bbox": {
"l": 36.273109436035156,
"t": 472.59594726562506,
"r": 262.1566467285156,
"b": 461.18476867675776,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "(Amounts in 000s, except per share amounts)",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 318.62017822265625,
"t": 483.34828186035156,
"r": 522.9564208984375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Year Ended 2021",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 396.3288269042969,
"t": 483.34828186035156,
"r": 522.9564208984375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "Year Ended 2022",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 454.12634277343744,
"t": 483.34828186035156,
"r": 522.9564208984375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "Year Ended 2023",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 454.12634277343744,
"t": 483.34828186035156,
"r": 581.120849609375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "Year Ended 2024",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 454.12634277343744,
"t": 483.34828186035156,
"r": 658.82958984375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "Year Ended 2025",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 700.6148681640625,
"t": 492.2242202758789,
"r": 748.8909301757812,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "Quarter Ended 1Q26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 33.614810943603516,
"t": 434.5621948242187,
"r": 273.11309814453125,
"b": 423.15101623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net income attributable to common stockholders",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 313.2576904296875,
"t": 434.2459716796875,
"r": 369.7369689941406,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 317,412",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 390.99951171875,
"t": 434.2459716796875,
"r": 447.4787902832031,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 284,829",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 468.73025512695307,
"t": 434.2459716796875,
"r": 525.20947265625,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 330,065",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 546.4500122070312,
"t": 434.2459716796875,
"r": 602.92919921875,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 223,272",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 624.1807250976562,
"t": 434.2459716796875,
"r": 680.6598510742188,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 107,427",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.8893432617188,
"t": 434.2459716796875,
"r": 758.2352294921875,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 629",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 33.614810943603516,
"t": 408.6090393066406,
"r": 96.57577514648438,
"b": 397.19786071777344,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Adjustments:",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 389.58163452148443,
"r": 283.7957458496094,
"b": 378.17045593261713,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net income attributable to noncontrolling interest",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 333.18585205078125,
"t": 388.0003967285156,
"r": 369.7689514160156,
"b": 375.3242492675781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "38,507",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 410.9277038574218,
"t": 388.0003967285156,
"r": 447.51080322265625,
"b": 375.3242492675781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "28,044",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 388.00038146972656,
"r": 525.2415161132812,
"b": 375.324234008789,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "29,122",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 388.00038146972656,
"r": 602.9612426757812,
"b": 375.324234008789,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "19,278",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.7449340820312,
"t": 388.00038146972656,
"r": 680.6976928710938,
"b": 375.324234008789,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "9,033",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 745.0441284179688,
"t": 388.00038146972656,
"r": 758.4182739257812,
"b": 375.324234008789,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "52",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 370.5753173828125,
"r": 227.3966827392578,
"b": 359.1641387939453,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Income from mortgage servicing rights",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 318.5279541015625,
"t": 368.99407958984375,
"r": 369.6732177734375,
"b": 356.3179321289063,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(130,230)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 402.86743164062506,
"t": 368.99407958984375,
"r": 447.3751220703125,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(69,346)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 480.6092529296875,
"t": 368.9940643310547,
"r": 525.116943359375,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(69,912)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 558.3179321289062,
"t": 368.9940643310547,
"r": 602.8255615234375,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(51,272)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 636.0485229492188,
"t": 368.9940643310547,
"r": 680.5560913085938,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(54,532)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 720.4899291992188,
"t": 368.9940643310547,
"r": 758.3425903320312,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(9,660)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 351.57952880859375,
"r": 193.8446807861328,
"b": 340.16836547851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Deferred tax provision (benefit)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 333.18585205078125,
"t": 349.9983215332031,
"r": 369.7689514160156,
"b": 337.3221740722656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "10,892",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 409.60028076171875,
"t": 349.9983215332031,
"r": 447.4530334472656,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(1,741)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 487.34210205078125,
"t": 349.998291015625,
"r": 525.19482421875,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(7,349)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 558.3179321289062,
"t": 349.998291015625,
"r": 602.8255615234375,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(11,613)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.7449340820312,
"t": 349.998291015625,
"r": 680.6976928710938,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "3,773",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 720.4899291992188,
"t": 349.998291015625,
"r": 758.3425903320312,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(2,580)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 332.5732116699219,
"r": 218.70338439941406,
"b": 321.16204833984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Amortization and write-offs of MSRs",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 333.18585205078125,
"t": 330.99197387695307,
"r": 369.7689514160156,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "91,356",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 404.1948547363281,
"t": 330.99197387695307,
"r": 447.4388732910156,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "104,378",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 330.99197387695307,
"r": 525.2415161132812,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "77,829",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 330.99197387695307,
"r": 602.9612426757812,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "76,922",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 330.99197387695307,
"r": 680.6917114257812,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "81,112",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 721.8173217773438,
"t": 330.99197387695307,
"r": 758.4003295898438,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "19,340",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 313.5458068847656,
"r": 189.82130432128906,
"b": 302.13464355468756,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Depreciation and amortization",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 333.18585205078125,
"t": 311.9645690917969,
"r": 369.7689514160156,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "10,900",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 410.9277038574218,
"t": 311.9645690917969,
"r": 447.51080322265625,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "11,069",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 311.9645690917969,
"r": 525.2415161132812,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "16,425",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 311.9645690917969,
"r": 602.9612426757812,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "12,040",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 311.9645690917969,
"r": 680.6917114257812,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "26,217",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 728.4535522460938,
"t": 311.9645690917969,
"r": 758.4063110351562,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "7,814",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 294.5500183105468,
"r": 192.20423889160156,
"b": 283.13885498046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Loss on extinguishment of debt",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 339.8221435546875,
"t": 292.9687805175781,
"r": 369.7749938964844,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "3,374",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 417.5639953613281,
"t": 292.9687805175781,
"r": 447.516845703125,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "4,933",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 495.29473876953125,
"t": 292.9687805175781,
"r": 525.24755859375,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "1,561",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 582.9689331054688,
"t": 292.9687805175781,
"r": 602.973388671875,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "412",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.7449340820312,
"t": 292.9687805175781,
"r": 680.6976928710938,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "2,919",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 751.722412109375,
"t": 292.9687805175781,
"r": 758.3466796875,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 275.543701171875,
"r": 186.9115447998047,
"b": 264.1325378417969,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Provision for credit losses, net",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 325.1256408691406,
"t": 275.22744750976557,
"r": 369.63330078125,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(39,856)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 410.9277038574218,
"t": 275.22744750976557,
"r": 447.51080322265625,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "25,077",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 275.22744750976557,
"r": 525.2415161132812,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "68,642",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 275.22744750976557,
"r": 602.9612426757812,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "65,537",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 275.22744750976557,
"r": 680.6917114257812,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "32,487",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.0804443359375,
"t": 275.22744750976557,
"r": 758.3545532226562,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(70)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 256.54791259765625,
"r": 238.67652893066406,
"b": 245.13674926757815,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Loss (gain) on derivative instruments, net",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 349.7765808105469,
"t": 254.9666748046875,
"r": 369.7810974121094,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "432",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 417.5639953613281,
"t": 254.9666748046875,
"r": 447.516845703125,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "3,480",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 487.34210205078125,
"t": 254.9666748046875,
"r": 525.19482421875,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(8,844)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 573.0144653320312,
"t": 254.9666748046875,
"r": 602.96728515625,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "9,212",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 642.78125,
"t": 254.9666748046875,
"r": 680.6339721679688,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(3,379)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 728.4535522460938,
"t": 254.9666748046875,
"r": 758.4063110351562,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "1,298",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 237.546875,
"r": 161.03504943847656,
"b": 226.1357116699219,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "(Gain) loss on real estate",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 331.85845947265625,
"t": 235.93927001953128,
"r": 369.7112121582031,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(2,466)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 440.83258056640625,
"t": 235.93927001953128,
"r": 447.45684814453125,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 518.541259765625,
"t": 235.93927001953128,
"r": 525.16552734375,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 596.2830810546875,
"t": 235.93927001953128,
"r": 602.9073486328125,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 235.93927001953128,
"r": 680.6917114257812,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "27,338",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 721.8173217773438,
"t": 235.93927001953128,
"r": 758.4003295898438,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "14,636",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 218.51947021484372,
"r": 227.46858215332028,
"b": 207.10830688476562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Loss on redemption of preferred stock",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 339.8221435546875,
"t": 216.93823242187497,
"r": 369.7749938964844,
"b": 204.2620849609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "3,479",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 440.83258056640625,
"t": 216.93823242187497,
"r": 447.45684814453125,
"b": 204.2620849609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 518.541259765625,
"t": 216.93823242187497,
"r": 525.16552734375,
"b": 204.2620849609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 596.2830810546875,
"t": 216.93823242187497,
"r": 602.9073486328125,
"b": 204.2620849609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 674.0137939453125,
"t": 216.9382019042969,
"r": 680.6380615234375,
"b": 204.26205444335935,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 751.722412109375,
"t": 216.9382019042969,
"r": 758.3466796875,
"b": 204.26205444335935,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 41.579254150390625,
"t": 199.51840209960935,
"r": 172.54237365722656,
"b": 188.10723876953125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Stock-based compensation",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 339.8221435546875,
"t": 197.9371643066406,
"r": 369.7749938964844,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "9,929",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 410.9277038574218,
"t": 197.9371643066406,
"r": 447.51080322265625,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "14,973",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 197.9371643066406,
"r": 525.2415161132812,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "14,940",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 197.9371643066406,
"r": 602.9612426757812,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "14,232",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 197.9371643066406,
"r": 680.6917114257812,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "13,789",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 728.4535522460938,
"t": 197.9371643066406,
"r": 758.4063110351562,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "5,904",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 33.61481475830078,
"t": 181.46609497070315,
"r": 146.6248016357422,
"b": 167.208740234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 313.2576904296875,
"t": 179.56863403320312,
"r": 369.7369689941406,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 313,729",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 390.99951171875,
"t": 179.568603515625,
"r": 447.4787902832031,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 405,696",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 468.73025512695307,
"t": 179.568603515625,
"r": 525.20947265625,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 452,479",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 546.4500122070312,
"t": 179.568603515625,
"r": 602.92919921875,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 358,020",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 624.1807250976562,
"t": 179.568603515625,
"r": 680.659912109375,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 246,184",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.8893432617188,
"t": 179.568603515625,
"r": 758.3285522460938,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 37,363",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 33.61481475830078,
"t": 156.74630737304688,
"r": 236.3132781982422,
"b": 142.4889221191406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings per common share2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 339.85870361328125,
"t": 154.84881591796872,
"r": 369.82757568359375,
"b": 142.17266845703125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$2.01",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 417.60052490234375,
"t": 154.84878540039065,
"r": 447.5693969726562,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$2.23",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 495.3312683105469,
"t": 154.84878540039065,
"r": 525.3001098632812,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$2.25",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 573.0399169921875,
"t": 154.84878540039065,
"r": 603.0087280273438,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$1.74",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.7817993164062,
"t": 154.84878540039065,
"r": 680.7505493164062,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$1.17",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 728.4904174804688,
"t": 154.84878540039065,
"r": 758.459228515625,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$0.18",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
"num_rows": 16,
"num_cols": 7,
"orientation": "rot_0",
"grid": [
[
{
"bbox": {
"l": 36.273109436035156,
"t": 472.59594726562506,
"r": 262.1566467285156,
"b": 461.18476867675776,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "(Amounts in 000s, except per share amounts)",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 318.62017822265625,
"t": 483.34828186035156,
"r": 522.9564208984375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "Year Ended 2021",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 396.3288269042969,
"t": 483.34828186035156,
"r": 522.9564208984375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "Year Ended 2022",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 454.12634277343744,
"t": 483.34828186035156,
"r": 522.9564208984375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "Year Ended 2023",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 454.12634277343744,
"t": 483.34828186035156,
"r": 581.120849609375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "Year Ended 2024",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 454.12634277343744,
"t": 483.34828186035156,
"r": 658.82958984375,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "Year Ended 2025",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 700.6148681640625,
"t": 492.2242202758789,
"r": 748.8909301757812,
"b": 438.9949035644531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 0,
"end_row_offset_idx": 1,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "Quarter Ended 1Q26",
"column_header": true,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 33.614810943603516,
"t": 434.5621948242187,
"r": 273.11309814453125,
"b": 423.15101623535156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net income attributable to common stockholders",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 313.2576904296875,
"t": 434.2459716796875,
"r": 369.7369689941406,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 317,412",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 390.99951171875,
"t": 434.2459716796875,
"r": 447.4787902832031,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 284,829",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 468.73025512695307,
"t": 434.2459716796875,
"r": 525.20947265625,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 330,065",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 546.4500122070312,
"t": 434.2459716796875,
"r": 602.92919921875,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 223,272",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 624.1807250976562,
"t": 434.2459716796875,
"r": 680.6598510742188,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 107,427",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.8893432617188,
"t": 434.2459716796875,
"r": 758.2352294921875,
"b": 421.56982421874994,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 1,
"end_row_offset_idx": 2,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 629",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 33.614810943603516,
"t": 408.6090393066406,
"r": 96.57577514648438,
"b": 397.19786071777344,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Adjustments:",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 2,
"end_row_offset_idx": 3,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 389.58163452148443,
"r": 283.7957458496094,
"b": 378.17045593261713,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Net income attributable to noncontrolling interest",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 333.18585205078125,
"t": 388.0003967285156,
"r": 369.7689514160156,
"b": 375.3242492675781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "38,507",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 410.9277038574218,
"t": 388.0003967285156,
"r": 447.51080322265625,
"b": 375.3242492675781,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "28,044",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 388.00038146972656,
"r": 525.2415161132812,
"b": 375.324234008789,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "29,122",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 388.00038146972656,
"r": 602.9612426757812,
"b": 375.324234008789,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "19,278",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.7449340820312,
"t": 388.00038146972656,
"r": 680.6976928710938,
"b": 375.324234008789,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "9,033",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 745.0441284179688,
"t": 388.00038146972656,
"r": 758.4182739257812,
"b": 375.324234008789,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 3,
"end_row_offset_idx": 4,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "52",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 370.5753173828125,
"r": 227.3966827392578,
"b": 359.1641387939453,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Income from mortgage servicing rights",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 318.5279541015625,
"t": 368.99407958984375,
"r": 369.6732177734375,
"b": 356.3179321289063,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(130,230)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 402.86743164062506,
"t": 368.99407958984375,
"r": 447.3751220703125,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(69,346)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 480.6092529296875,
"t": 368.9940643310547,
"r": 525.116943359375,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(69,912)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 558.3179321289062,
"t": 368.9940643310547,
"r": 602.8255615234375,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(51,272)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 636.0485229492188,
"t": 368.9940643310547,
"r": 680.5560913085938,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(54,532)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 720.4899291992188,
"t": 368.9940643310547,
"r": 758.3425903320312,
"b": 356.3179168701172,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 4,
"end_row_offset_idx": 5,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(9,660)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 351.57952880859375,
"r": 193.8446807861328,
"b": 340.16836547851557,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Deferred tax provision (benefit)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 333.18585205078125,
"t": 349.9983215332031,
"r": 369.7689514160156,
"b": 337.3221740722656,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "10,892",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 409.60028076171875,
"t": 349.9983215332031,
"r": 447.4530334472656,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "(1,741)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 487.34210205078125,
"t": 349.998291015625,
"r": 525.19482421875,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(7,349)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 558.3179321289062,
"t": 349.998291015625,
"r": 602.8255615234375,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "(11,613)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.7449340820312,
"t": 349.998291015625,
"r": 680.6976928710938,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "3,773",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 720.4899291992188,
"t": 349.998291015625,
"r": 758.3425903320312,
"b": 337.3221435546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 5,
"end_row_offset_idx": 6,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(2,580)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 332.5732116699219,
"r": 218.70338439941406,
"b": 321.16204833984375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Amortization and write-offs of MSRs",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 333.18585205078125,
"t": 330.99197387695307,
"r": 369.7689514160156,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "91,356",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 404.1948547363281,
"t": 330.99197387695307,
"r": 447.4388732910156,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "104,378",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 330.99197387695307,
"r": 525.2415161132812,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "77,829",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 330.99197387695307,
"r": 602.9612426757812,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "76,922",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 330.99197387695307,
"r": 680.6917114257812,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "81,112",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 721.8173217773438,
"t": 330.99197387695307,
"r": 758.4003295898438,
"b": 318.3158264160156,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 6,
"end_row_offset_idx": 7,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "19,340",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 313.5458068847656,
"r": 189.82130432128906,
"b": 302.13464355468756,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Depreciation and amortization",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 333.18585205078125,
"t": 311.9645690917969,
"r": 369.7689514160156,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "10,900",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 410.9277038574218,
"t": 311.9645690917969,
"r": 447.51080322265625,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "11,069",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 311.9645690917969,
"r": 525.2415161132812,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "16,425",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 311.9645690917969,
"r": 602.9612426757812,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "12,040",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 311.9645690917969,
"r": 680.6917114257812,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "26,217",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 728.4535522460938,
"t": 311.9645690917969,
"r": 758.4063110351562,
"b": 299.2884216308594,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 7,
"end_row_offset_idx": 8,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "7,814",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 294.5500183105468,
"r": 192.20423889160156,
"b": 283.13885498046875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Loss on extinguishment of debt",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 339.8221435546875,
"t": 292.9687805175781,
"r": 369.7749938964844,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "3,374",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 417.5639953613281,
"t": 292.9687805175781,
"r": 447.516845703125,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "4,933",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 495.29473876953125,
"t": 292.9687805175781,
"r": 525.24755859375,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "1,561",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 582.9689331054688,
"t": 292.9687805175781,
"r": 602.973388671875,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "412",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.7449340820312,
"t": 292.9687805175781,
"r": 680.6976928710938,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "2,919",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 751.722412109375,
"t": 292.9687805175781,
"r": 758.3466796875,
"b": 280.2926330566406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 8,
"end_row_offset_idx": 9,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 275.543701171875,
"r": 186.9115447998047,
"b": 264.1325378417969,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Provision for credit losses, net",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 325.1256408691406,
"t": 275.22744750976557,
"r": 369.63330078125,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(39,856)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 410.9277038574218,
"t": 275.22744750976557,
"r": 447.51080322265625,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "25,077",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 275.22744750976557,
"r": 525.2415161132812,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "68,642",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 275.22744750976557,
"r": 602.9612426757812,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "65,537",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 275.22744750976557,
"r": 680.6917114257812,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "32,487",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 737.0804443359375,
"t": 275.22744750976557,
"r": 758.3545532226562,
"b": 262.5513000488281,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 9,
"end_row_offset_idx": 10,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "(70)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 256.54791259765625,
"r": 238.67652893066406,
"b": 245.13674926757815,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Loss (gain) on derivative instruments, net",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 349.7765808105469,
"t": 254.9666748046875,
"r": 369.7810974121094,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "432",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 417.5639953613281,
"t": 254.9666748046875,
"r": 447.516845703125,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "3,480",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 487.34210205078125,
"t": 254.9666748046875,
"r": 525.19482421875,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "(8,844)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 573.0144653320312,
"t": 254.9666748046875,
"r": 602.96728515625,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "9,212",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 642.78125,
"t": 254.9666748046875,
"r": 680.6339721679688,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "(3,379)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 728.4535522460938,
"t": 254.9666748046875,
"r": 758.4063110351562,
"b": 242.29052734375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 10,
"end_row_offset_idx": 11,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "1,298",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 237.546875,
"r": 161.03504943847656,
"b": 226.1357116699219,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "(Gain) loss on real estate",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 331.85845947265625,
"t": 235.93927001953128,
"r": 369.7112121582031,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "(2,466)",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 440.83258056640625,
"t": 235.93927001953128,
"r": 447.45684814453125,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 518.541259765625,
"t": 235.93927001953128,
"r": 525.16552734375,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 596.2830810546875,
"t": 235.93927001953128,
"r": 602.9073486328125,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 235.93927001953128,
"r": 680.6917114257812,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "27,338",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 721.8173217773438,
"t": 235.93927001953128,
"r": 758.4003295898438,
"b": 223.26312255859372,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 11,
"end_row_offset_idx": 12,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "14,636",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 218.51947021484372,
"r": 227.46858215332028,
"b": 207.10830688476562,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Loss on redemption of preferred stock",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 339.8221435546875,
"t": 216.93823242187497,
"r": 369.7749938964844,
"b": 204.2620849609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "3,479",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 440.83258056640625,
"t": 216.93823242187497,
"r": 447.45684814453125,
"b": 204.2620849609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 518.541259765625,
"t": 216.93823242187497,
"r": 525.16552734375,
"b": 204.2620849609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 596.2830810546875,
"t": 216.93823242187497,
"r": 602.9073486328125,
"b": 204.2620849609375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 674.0137939453125,
"t": 216.9382019042969,
"r": 680.6380615234375,
"b": 204.26205444335935,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 751.722412109375,
"t": 216.9382019042969,
"r": 758.3466796875,
"b": 204.26205444335935,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 12,
"end_row_offset_idx": 13,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "\u2013",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 41.579254150390625,
"t": 199.51840209960935,
"r": 172.54237365722656,
"b": 188.10723876953125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Stock-based compensation",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 339.8221435546875,
"t": 197.9371643066406,
"r": 369.7749938964844,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "9,929",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 410.9277038574218,
"t": 197.9371643066406,
"r": 447.51080322265625,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "14,973",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 488.658447265625,
"t": 197.9371643066406,
"r": 525.2415161132812,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "14,940",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 566.378173828125,
"t": 197.9371643066406,
"r": 602.9612426757812,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "14,232",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 644.1087036132812,
"t": 197.9371643066406,
"r": 680.6917114257812,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "13,789",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 728.4535522460938,
"t": 197.9371643066406,
"r": 758.4063110351562,
"b": 185.26101684570312,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 13,
"end_row_offset_idx": 14,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "5,904",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 33.61481475830078,
"t": 181.46609497070315,
"r": 146.6248016357422,
"b": 167.208740234375,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings1",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 313.2576904296875,
"t": 179.56863403320312,
"r": 369.7369689941406,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$ 313,729",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 390.99951171875,
"t": 179.568603515625,
"r": 447.4787902832031,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$ 405,696",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 468.73025512695307,
"t": 179.568603515625,
"r": 525.20947265625,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$ 452,479",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 546.4500122070312,
"t": 179.568603515625,
"r": 602.92919921875,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$ 358,020",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 624.1807250976562,
"t": 179.568603515625,
"r": 680.659912109375,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$ 246,184",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 701.8893432617188,
"t": 179.568603515625,
"r": 758.3285522460938,
"b": 166.8924560546875,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 14,
"end_row_offset_idx": 15,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$ 37,363",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
],
[
{
"bbox": {
"l": 33.61481475830078,
"t": 156.74630737304688,
"r": 236.3132781982422,
"b": 142.4889221191406,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 0,
"end_col_offset_idx": 1,
"text": "Distributable earnings per common share2",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 339.85870361328125,
"t": 154.84881591796872,
"r": 369.82757568359375,
"b": 142.17266845703125,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 1,
"end_col_offset_idx": 2,
"text": "$2.01",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 417.60052490234375,
"t": 154.84878540039065,
"r": 447.5693969726562,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 2,
"end_col_offset_idx": 3,
"text": "$2.23",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 495.3312683105469,
"t": 154.84878540039065,
"r": 525.3001098632812,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 3,
"end_col_offset_idx": 4,
"text": "$2.25",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 573.0399169921875,
"t": 154.84878540039065,
"r": 603.0087280273438,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 4,
"end_col_offset_idx": 5,
"text": "$1.74",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 650.7817993164062,
"t": 154.84878540039065,
"r": 680.7505493164062,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 5,
"end_col_offset_idx": 6,
"text": "$1.17",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
},
{
"bbox": {
"l": 728.4904174804688,
"t": 154.84878540039065,
"r": 758.459228515625,
"b": 142.1726379394531,
"coord_origin": "BOTTOMLEFT"
},
"row_span": 1,
"col_span": 1,
"start_row_offset_idx": 15,
"end_row_offset_idx": 16,
"start_col_offset_idx": 6,
"end_col_offset_idx": 7,
"text": "$0.18",
"column_header": false,
"row_header": false,
"row_section": false,
"fillable": false
}
]
]
},
"annotations": []
}
],
"key_value_items": [],
"form_items": [],
"pages": {
"1": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 1
},
"2": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 2
},
"3": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 3
},
"4": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 4
},
"5": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 5
},
"6": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 6
},
"7": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 7
},
"8": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 8
},
"9": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 9
},
"10": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 10
},
"11": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 11
},
"12": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 12
},
"13": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 13
},
"14": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 14
},
"15": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 15
},
"16": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 16
},
"17": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 17
},
"18": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 18
},
"19": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 19
},
"20": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 20
},
"21": {
"size": {
"width": 792.0,
"height": 612.0
},
"page_no": 21
}
}
}