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"children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 1, "bbox": { "l": 72.66666666666667, "t": 52.33333333333337, "r": 118.33333333333334, "b": 36.0, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "NYSE", "text": "NYSE" }, { "self_ref": "#/texts/11", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 2, "bbox": { "l": 37.43, "t": 561.9196772, "r": 149.414, "b": 540.7184235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "Disclaimer", "text": "Disclaimer", "level": 1 }, { "self_ref": "#/texts/12", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 76.27, "t": 466.4624027, "r": 724.1530000000004, "b": 382.91189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1183 ] } ], "orig": "This presentation contains statements that constitute 'forward-looking statements,' as such term is defined in Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, and such statements are intended to be covered by the safe harbor provided by the same. These statements are based on management's current expectations and beliefs and are subject to a number of trends and uncertainties that could cause actual results to differ materially from those described in the forward-looking statements; Ready Capital Corporation (the 'Company') can give no assurance that its expectations will be attained. Factors that could cause actual results to differ materially from the Company's expectations include those set forth in the Risk Factors section of the most recent Annual Report on Form 10-K filed with the SEC and other reports filed by the Company with the SEC, copies of which are available on the SEC's website, www.sec.gov. The Company undertakes no obligation to update these statements for revisions or changes after the date of this release, except as required by law.", "text": "This presentation contains statements that constitute 'forward-looking statements,' as such term is defined in Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, and such statements are intended to be covered by the safe harbor provided by the same. These statements are based on management's current expectations and beliefs and are subject to a number of trends and uncertainties that could cause actual results to differ materially from those described in the forward-looking statements; Ready Capital Corporation (the 'Company') can give no assurance that its expectations will be attained. Factors that could cause actual results to differ materially from the Company's expectations include those set forth in the Risk Factors section of the most recent Annual Report on Form 10-K filed with the SEC and other reports filed by the Company with the SEC, copies of which are available on the SEC's website, www.sec.gov. The Company undertakes no obligation to update these statements for revisions or changes after the date of this release, except as required by law." }, { "self_ref": "#/texts/13", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 76.27, "t": 369.2623927, "r": 724.2610000000008, "b": 350.51190259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 312 ] } ], "orig": "This presentation includes certain non-GAAP financial measures, including Distributable earnings. These non-GAAP financial measures should be considered only as supplemental to, and not as superior to, financial measures in accordance with GAAP. Please refer to the Appendix for the most recent GAAP information.", "text": "This presentation includes certain non-GAAP financial measures, including Distributable earnings. These non-GAAP financial measures should be considered only as supplemental to, and not as superior to, financial measures in accordance with GAAP. Please refer to the Appendix for the most recent GAAP information." }, { "self_ref": "#/texts/14", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 76.27, "t": 336.8623927, "r": 724.0090000000005, "b": 318.11191259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 281 ] } ], "orig": "This presentation also contains market statistics and industry data which are subject to uncertainty and are not necessarily reflective of market conditions. These have been derived from third party sources and have not been independently verified by the Company or its affiliates.", "text": "This presentation also contains market statistics and industry data which are subject to uncertainty and are not necessarily reflective of market conditions. These have been derived from third party sources and have not been independently verified by the Company or its affiliates." }, { "self_ref": "#/texts/15", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 76.27, "t": 304.4623727, "r": 723.7340399999999, "b": 285.71191259380066, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 180 ] } ], "orig": "All material presented is compiled from sources believed to be reliable and current, but accuracy cannot be guaranteed. All data is as of December 31, 2025, unless otherwise noted.", "text": "All material presented is compiled from sources believed to be reliable and current, but accuracy cannot be guaranteed. All data is as of December 31, 2025, unless otherwise noted." }, { "self_ref": "#/texts/16", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 2, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "2", "text": "2" }, { "self_ref": "#/texts/17", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 37.15, "t": 562.1696772, "r": 341.16801, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "Fourth Quarter 2025 Results", "text": "Fourth Quarter 2025 Results", "level": 1 }, { "self_ref": "#/texts/18", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 3, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 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[], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 38.15, "t": 561.7138669, "r": 283.065, "b": 541.3959988508238, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 22 ] } ], "orig": "Portland OR, Mixed-Use", "text": "Portland OR, Mixed-Use", "level": 1 }, { "self_ref": "#/texts/38", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 217.02, "t": 511.01983359999997, "r": 348.1920000000001, "b": 500.41920679173415, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "QUARTERLY UPDATES", "text": "QUARTERLY UPDATES", "level": 1 }, { "self_ref": "#/texts/39", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 213.27, "t": 488.558193, "r": 751.0699999999974, "b": 467.72433732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 168 ] } ], "orig": "\u00b7 Successful re-launch for the residential condominium and office components in late Q4, with strong participation from leading Portland residential and office brokers.", "text": "Successful re-launch for the residential condominium and office components in late Q4, with strong participation from leading Portland residential and office brokers.", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/40", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 213.27, "t": 458.558193, "r": 751.1099999999982, "b": 437.72433732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 189 ] } ], "orig": "\u00b7 Following the marketing re-launch, demand for residential units increased materially resulting in executed Reservation Agreements with deposits for twenty-five (25) condominiums.", "text": "Following the marketing re-launch, demand for residential units increased materially resulting in executed Reservation Agreements with deposits for twenty-five (25) condominiums.", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/41", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 213.27, "t": 428.558193, "r": 751.0999999999974, "b": 407.72433732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 196 ] } ], "orig": "\u00b7 Hotel revenue performance has improved year-over-year, with total revenue up 6%, driven by a 2.5% increase in occupancy, a 4.9% increase in ADR, and an 11.7% increase in RevPAR compared to 2024.", "text": "Hotel revenue performance has improved year-over-year, with total revenue up 6%, driven by a 2.5% increase in occupancy, a 4.9% increase in ADR, and an 11.7% increase in RevPAR compared to 2024.", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/42", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", 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[ 0, 12 ] } ], "orig": "\u00b7 Amenities:", "text": "Amenities:", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/46", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 286.158203, "r": 313.4900000000002, "b": 277.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "\u00b7 Lobby lounge", "text": "Lobby lounge", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/47", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 271.158203, "r": 379.6900000000001, "b": 250.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 51 ] } ], "orig": "\u00b7 Bellpine restaurant and bar; Meadowrue restaurant", "text": "Bellpine restaurant and bar; Meadowrue restaurant", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/48", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 244.15820299999996, "r": 329.7500000000002, "b": 235.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "\u00b7 Ritz-Carlton Club", "text": "Ritz-Carlton Club", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/49", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 235.02, "t": 229.15820299999996, "r": 359.40000000000003, "b": 208.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "\u00b7 Meeting & Event space (12,222 sf)", "text": "Meeting & Event space (12,222 sf)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/50", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { 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"coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "Key Metrics (12/31/2025 TTM)", "text": "Key Metrics (12/31/2025 TTM)", "level": 1 }, { "self_ref": "#/texts/53", "parent": { "$ref": "#/groups/4" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 221.97, "t": 121.37820299999998, "r": 359.2999999999992, "b": 112.54434732644518, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 32 ] } ], "orig": "\u2022 Occupancy: 42.6%", "text": "Occupancy: 42.6%", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/54", "parent": { "$ref": "#/groups/5" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 221.97, "t": 106.378173, "r": 225.47, "b": 97.54431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "\u2022", "text": "\u2022", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/55", "parent": { "$ref": "#/groups/6" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 221.97, "t": 91.37817300000006, "r": 353.38999999999965, "b": 82.54431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "\u2022 Room RevPAR: $210", "text": "Room RevPAR: $210", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/56", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 221.97, "t": 76.37817300000006, "r": 353.48999999999955, "b": 67.54431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "\u2022 Total RevPAR: $360", "text": "Total RevPAR: $360", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/57", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 446.32001, "t": 346.088193, "r": 519.9400100000001, "b": 337.2543373264451, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "OFFICE/RETAIL", "text": "OFFICE/RETAIL", "level": 1 }, { "self_ref": "#/texts/58", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 403.20001, "t": 322.158203, "r": 563.3900099999995, "b": 301.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "\u00b7 Class A office: 158,577 sf (floors 3- 7)", "text": "Class A office: 158,577 sf (floors 3- 7)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/59", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 403.20001, "t": 292.158203, "r": 483.55001000000004, "b": 283.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "\u00b7 Office Tenants:", "text": "Office Tenants:", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/60", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 421.20001, "t": 274.158203, "r": 561.6200099999996, "b": 265.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "\u00b7 Davis Wright Tremaine LLP", "text": "Davis Wright Tremaine LLP", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/61", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 421.20001, "t": 259.158203, "r": 511.47001000000023, "b": 250.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "\u00b7 Fisher & Phillips", "text": "Fisher & Phillips", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/62", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 421.20001, "t": 244.15820299999996, "r": 523.17001, "b": 235.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "\u00b7 Banneker Partners", "text": "Banneker Partners", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/63", "parent": { "$ref": "#/groups/10" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 403.20001, "t": 226.15820299999996, "r": 546.1900099999996, "b": 217.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "\u2022 Retail: 10,638 sf (floors 1- 2)", "text": "Retail: 10,638 sf (floors 1- 2)", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/64", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 403.20001, "t": 208.15820299999996, "r": 483.1900100000002, "b": 199.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "\u00b7 Retail Tenants:", "text": "Retail Tenants:", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/65", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 421.20001, "t": 190.15820299999996, "r": 531.0800099999999, "b": 181.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "\u00b7 The Flock (food hall)", "text": "The Flock (food hall)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/66", "parent": { "$ref": "#/groups/8" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 421.20001, "t": 175.15820299999996, "r": 512.5400100000003, "b": 166.32434732644515, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "\u00b7 Mahler Jewelers", "text": "Mahler Jewelers", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/67", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 401.53, "t": 139.3196094, "r": 565.0199999999996, "b": 130.55806341168238, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 34 ] } ], "orig": "Key Metrics (12/31/2025 Rent Roll)", "text": "Key Metrics (12/31/2025 Rent Roll)", "level": 1 }, { "self_ref": "#/texts/68", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 599.23999, "t": 346.088193, "r": 739.31999, "b": 337.2543373264451, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "RITZ-CARLTON RESIDENCES", "text": "RITZ-CARLTON RESIDENCES", "level": 1 }, { "self_ref": "#/texts/69", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 318.54821300000003, "r": 715.8299799999986, "b": 297.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 49 ] } ], "orig": "\u00b7 132 Ritz-Carlton branded condominium residences", "text": "132 Ritz-Carlton branded condominium residences", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/70", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 288.54821300000003, "r": 714.1599799999983, "b": 279.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "\u00b7 Located on floors 21 - 35", "text": "Located on floors 21 - 35", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/71", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 270.54821300000003, "r": 687.569979999999, "b": 261.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "\u00b7 Avg. Unit SF: 1,688", "text": "Avg. Unit SF: 1,688", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/72", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 252.54821299999998, "r": 647.4399799999995, "b": 243.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 12 ] } ], "orig": "\u00b7 Amenities:", "text": "Amenities:", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/73", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 604.91998, "t": 234.54821299999998, "r": 704.6999799999991, "b": 225.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 20 ] } ], "orig": "\u00b7 Balcony or terrace", "text": "Balcony or terrace", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/74", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 604.91998, "t": 219.54821299999998, "r": 695.1599799999991, "b": 210.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "\u00b7 Dedicated lobby", "text": "Dedicated lobby", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/75", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 604.91998, "t": 204.54821299999998, "r": 718.669979999999, "b": 195.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 22 ] } ], "orig": "\u00b7 Hotel amenity access", "text": "Hotel amenity access", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/76", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 604.91998, "t": 189.54821299999998, "r": 745.6699799999984, "b": 168.71435732644517, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "\u00b7 Private rooftop terrace (8th floor)", "text": "Private rooftop terrace (8th floor)", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/77", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 139.3196094, "r": 716.2499799999987, "b": 130.55806341168238, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "Key Metrics (Sales to Date)", "text": "Key Metrics (Sales to Date)", "level": 1 }, { "self_ref": "#/texts/78", "parent": { "$ref": "#/groups/13" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 121.37820299999998, "r": 718.0499799999981, "b": 112.54434732644518, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "\u2022 # of units sold: 11", "text": "# of units sold: 11", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/79", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 106.378173, "r": 731.0499799999981, "b": 97.54431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 36 ] } ], "orig": "\u2022 % of units sold: 8.3%", "text": "% of units sold: 8.3%", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/80", "parent": { "$ref": "#/groups/15" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 91.37817300000006, "r": 732.5099799999981, "b": 82.54431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 35 ] } ], "orig": "\u2022 Avg SF/unit sold: 1,464", "text": "Avg SF/unit sold: 1,464", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/81", "parent": { "$ref": "#/groups/16" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 76.37817300000006, "r": 747.619979999998, "b": 67.54431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 38 ] } ], "orig": "\u2022 Avg Sale Price: $1.491M", "text": "Avg Sale Price: $1.491M", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/82", "parent": { "$ref": "#/groups/17" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 586.91998, "t": 61.37817300000006, "r": 738.0399799999982, "b": 52.54431732644514, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 34 ] } ], "orig": "\u2022 Avg Sale Price/SF: $1,019", "text": "Avg Sale Price/SF: $1,019", "enumerated": false, "marker": "\u2022" }, { "self_ref": "#/texts/83", "parent": { "$ref": "#/pictures/24" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 8, "bbox": { "l": 629.6666666666666, "t": 577.6666666666666, "r": 692.6666666666666, "b": 550.6666666666666, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "READY", "text": "READY" }, { "self_ref": "#/texts/84", "parent": { "$ref": "#/pictures/24" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 8, "bbox": { "l": 683.6666666666666, "t": 574.3333333333334, "r": 761.3333333333334, "b": 553.6666666666666, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "CAPITAL\u3002", "text": "CAPITAL\u3002" }, { "self_ref": "#/texts/85", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 8, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "8", "text": "8" }, { "self_ref": "#/texts/86", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 37.15, "t": 562.1696772, "r": 482.49600000000004, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 40 ] } ], "orig": "Small Business Lending Portfolio Review*", "text": "Small Business Lending Portfolio Review*", "level": 1 }, { "self_ref": "#/texts/87", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 44.07, "t": 300.8198536, "r": 121.206, "b": 290.2192267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "COLLATERAL", "text": "COLLATERAL", "level": 1 }, { "self_ref": "#/texts/88", "parent": { "$ref": "#/tables/7" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 9, "bbox": { "l": 44.07, "t": 35.39819299999999, "r": 385.70998999999995, "b": 26.564337326445184, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 81 ] } ], "orig": "*Includes assets offset by guaranteed loan financing liabilities of $524 million.", "text": "*Includes assets offset by guaranteed loan financing liabilities of $524 million." }, { "self_ref": "#/texts/89", "parent": { "$ref": "#/tables/7" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 9, "bbox": { "l": 44.07, "t": 23.398192999999992, "r": 503.17999999999995, "b": 14.564337326445184, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 103 ] } ], "orig": "**Purchased as part of the Funding Circle acquisition. 57% 60+ days delinquent at the time of purchase.", "text": "**Purchased as part of the Funding Circle acquisition. 57% 60+ days delinquent at the time of purchase." }, { "self_ref": "#/texts/90", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 9, "bbox": { "l": 421.66, "t": 300.8198536, "r": 573.4960000000002, "b": 290.2192267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 20 ] } ], "orig": "QTD SALES BY PROGRAM", "text": "QTD SALES BY PROGRAM", "level": 1 }, { "self_ref": "#/texts/91", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 9, "bbox": { "l": 743.33002, "t": 25.462402699999984, "r": 748.33402, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "9", "text": "9" }, { "self_ref": "#/texts/92", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 10, "bbox": { "l": 37.15, "t": 567.54549834, "r": 349.03681, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 31 ] } ], "orig": "Quarterly Investment Activity 4", "text": "Quarterly Investment Activity 4", "level": 1 }, { "self_ref": "#/texts/93", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 10, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "10", "text": "10" }, { "self_ref": "#/texts/94", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 11, "bbox": { "l": 37.15, "t": 562.1696772, "r": 206.49600999999998, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 16 ] } ], "orig": "Earnings Profile", "text": "Earnings Profile", "level": 1 }, { "self_ref": "#/texts/95", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 11, "bbox": { "l": 738.98999, "t": 25.462402699999984, "r": 748.34099, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "11", "text": "11" }, { "self_ref": "#/texts/96", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 12, "bbox": { "l": 37.15, "t": 562.1696772, "r": 389.8336, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "Operating Segment Contribution 16", "text": "Operating Segment Contribution 16", "level": 1 }, { "self_ref": "#/texts/97", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 12, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "12", "text": "12" }, { "self_ref": "#/texts/98", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 13, "bbox": { "l": 37.15, "t": 562.1696772, "r": 270.166, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 20 ] } ], "orig": "Book Value per Share", "text": "Book Value per Share", "level": 1 }, { "self_ref": "#/texts/99", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 13, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "13", "text": "13" }, { "self_ref": "#/texts/100", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 14, "bbox": { "l": 37.15, "t": 554.4497072, "r": 181.19799999999998, "b": 533.2484535834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "Capitalization", "text": "Capitalization", "level": 1 }, { "self_ref": "#/texts/101", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 14, "bbox": { "l": 420.82001, "t": 244.44983360000003, "r": 494.1640100000001, "b": 233.84920679173422, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 10 ] } ], "orig": "HIGHLIGHTS", "text": "HIGHLIGHTS", "level": 1 }, { "self_ref": "#/texts/102", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 435.39999, "t": 208.89401329999998, "r": 677.1609899999997, "b": 199.17677205908967, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 44 ] } ], "orig": "\u00b7 1.1x unencumbered assets to unsecured debt", "text": "1.1x unencumbered assets to unsecured debt", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/103", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 435.39999, "t": 165.99402329999998, "r": 761.7760199999999, "b": 143.0767920590897, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 81 ] } ], "orig": "\u00b7 $1.5 billion in available warehouse borrowing capacity across 12 counterparties", "text": "$1.5 billion in available warehouse borrowing capacity across 12 counterparties", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/104", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 435.39999, "t": 115.14401329999998, "r": 756.4139999999999, "b": 105.42677205908967, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 66 ] } ], "orig": "\u00b7 Limited usage of securities repo financing at 2.4% of total debt", "text": "Limited usage of securities repo financing at 2.4% of total debt", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/105", "parent": { "$ref": "#/groups/18" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 14, "bbox": { "l": 435.39999, "t": 77.12402329999998, "r": 761.83999, "b": 54.206772059089644, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 99 ] } ], "orig": "\u00b7 Full mark-to-market liabilities and credit mark-to-market liabilities represent 43% of total debt", "text": "Full mark-to-market liabilities and credit mark-to-market liabilities represent 43% of total debt", "enumerated": false, "marker": "\u00b7" }, { "self_ref": "#/texts/106", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 14, "bbox": { "l": 738.33002, "t": 28.03241270000001, "r": 748.33802, "b": 20.081942593800704, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "14", "text": "14" }, { "self_ref": "#/texts/107", "parent": { "$ref": "#/pictures/36" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 69.66666666666666, "t": 566.6666666666666, "r": 130.0, "b": 546.6666666666666, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 5 ] } ], "orig": "READY", "text": "READY" }, { "self_ref": "#/texts/108", "parent": { "$ref": "#/pictures/36" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 126.0, "t": 565.6666666666666, "r": 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{ "page_no": 15, "bbox": { "l": 696.3333333333333, "t": 46.33333333333337, "r": 729.3333333333333, "b": 13.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "O", "text": "O" }, { "self_ref": "#/texts/112", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 16, "bbox": { "l": 37.15, "t": 562.1696772, "r": 422.46999, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 34 ] } ], "orig": "LMM CRE Loan Portfolio - Migration", "text": "LMM CRE Loan Portfolio - Migration", "level": 1 }, { "self_ref": "#/texts/113", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 16, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "16", "text": "16" }, { "self_ref": "#/texts/114", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 17, "bbox": { "l": 37.43, "t": 561.9196772, "r": 373.38399999999984, "b": 540.7184235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 54 ] } ], "orig": "Financial Snapshot ($ in thousands, except share data)", "text": "Financial Snapshot ($ in thousands, except share data)", "level": 1 }, { "self_ref": "#/texts/115", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 17, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "17", "text": "17" }, { "self_ref": "#/texts/116", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 18, "bbox": { "l": 37.15, "t": 562.1696772, "r": 313.29400000000004, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 24 ] } ], "orig": "Balance Sheet by Quarter", "text": "Balance Sheet by Quarter", "level": 1 }, { "self_ref": "#/texts/117", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 18, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "18", "text": "18" }, { "self_ref": "#/texts/118", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 37.15, "t": 562.1696772, "r": 417.15999000000005, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 34 ] } ], "orig": "Statement of Operations by Quarter", "text": "Statement of Operations by Quarter", "level": 1 }, { "self_ref": "#/texts/119", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "19", "text": "19" }, { "self_ref": "#/texts/120", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 20, "bbox": { "l": 37.15, "t": 562.1696772, "r": 547.84999, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 48 ] } ], "orig": "Distributable Earnings Reconciliation by Quarter", "text": "Distributable Earnings Reconciliation by Quarter", "level": 1 }, { "self_ref": "#/texts/121", "parent": { "$ref": "#/groups/22" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 223.95282195000004, "r": 735.9230000000006, "b": 194.81081576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 848 ] } ], "orig": "The Company believes that this non-U.S. GAAP financial information, in addition to the related U.S. GAAP measures, provides investors greater transparency into the information used by management in its financial and operational decisionmaking, including the determination of dividends. However, because Distributable Earnings is an incomplete measure of the Company's financial performance and involves differences from net income computed in accordance with U.S. GAAP, it should be considered along with, but not as an alternative to, the Company's net income computed in accordance with U.S. GAAP as a measure of the Company's financial performance. In addition, because not all companies use identical calculations, the Company's presentation of Distributable Earnings may not be comparable to other similarly-titled measures of other companies.", "text": "The Company believes that this non-U.S. GAAP financial information, in addition to the related U.S. GAAP measures, provides investors greater transparency into the information used by management in its financial and operational decisionmaking, including the determination of dividends. However, because Distributable Earnings is an incomplete measure of the Company's financial performance and involves differences from net income computed in accordance with U.S. GAAP, it should be considered along with, but not as an alternative to, the Company's net income computed in accordance with U.S. GAAP as a measure of the Company's financial performance. In addition, because not all companies use identical calculations, the Company's presentation of Distributable Earnings may not be comparable to other similarly-titled measures of other companies." }, { "self_ref": "#/texts/122", "parent": { "$ref": "#/groups/22" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 192.75284195, "r": 293.74749999999995, "b": 187.01083576218934, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 86 ] } ], "orig": "We calculate Distributable earnings as GAAP net income (loss) excluding the following:", "text": "We calculate Distributable earnings as GAAP net income (loss) excluding the following:" }, { "self_ref": "#/texts/123", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 184.95282195000004, "r": 384.8774999999995, "b": 179.21081576218933, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 110 ] } ], "orig": "i) any unrealized gains or losses on certain MBS not retained by us as part of our loan origination businesses", "text": "any unrealized gains or losses on certain MBS not retained by us as part of our loan origination businesses", "enumerated": true, "marker": "i)" }, { "self_ref": "#/texts/124", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 177.15283195, "r": 228.1625000000001, "b": 171.41082576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 56 ] } ], "orig": "ii) any realized gains or losses on sales of certain MBS", "text": "ii) any realized gains or losses on sales of certain MBS", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/125", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 169.35284194999997, "r": 312.6754999999999, "b": 163.61083576218937, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 84 ] } ], "orig": "iii) any unrealized gains or losses on Residential MSRs from discontinued operations", "text": "iii) any unrealized gains or losses on Residential MSRs from discontinued operations", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/126", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 161.55282195, "r": 328.93199999999973, "b": 155.81081576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 90 ] } ], "orig": "iv) any unrealized change in current expected credit loss reserve and valuation allowances", "text": "iv) any unrealized change in current expected credit loss reserve and valuation allowances", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/127", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 153.75284195, "r": 268.9955000000001, "b": 148.01083576218934, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 67 ] } ], "orig": "v) any unrealized gains or losses on de-designated cash flow hedges", "text": "any unrealized gains or losses on de-designated cash flow hedges", "enumerated": true, "marker": "v)" }, { "self_ref": "#/texts/128", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 145.95282195000004, "r": 248.63601000000003, "b": 140.21081576218933, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 61 ] } ], "orig": "vi) any unrealized gains or losses on foreign exchange hedges", "text": "vi) any unrealized gains or losses on foreign exchange hedges", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/129", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 138.15283195, "r": 281.2675000000001, "b": 132.41082576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 76 ] } ], "orig": "vii) any unrealized gains or losses on certain unconsolidated joint ventures", "text": "vii) any unrealized gains or losses on certain unconsolidated joint ventures", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/130", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 130.35284194999997, "r": 292.4735, "b": 124.61083576218937, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 77 ] } ], "orig": "viii) any non-cash compensation expense related to stock-based incentive plan", "text": "viii) any non-cash compensation expense related to stock-based incentive plan", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/131", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 122.55282195000001, "r": 258.01050000000015, "b": 116.81081576218935, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 69 ] } ], "orig": "ix) any unrealized gains or losses on preferred equity, at fair value", "text": "ix) any unrealized gains or losses on preferred equity, at fair value", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/132", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 114.75284195, "r": 313.73499999999984, "b": 109.01083576218934, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 85 ] } ], "orig": "x) any unrealized gain or losses or other non-cash items related to real estate owned", "text": "any unrealized gain or losses or other non-cash items related to real estate owned", "enumerated": true, "marker": "x)" }, { "self_ref": "#/texts/133", "parent": { "$ref": "#/groups/19" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 106.95282194999999, "r": 493.2289999999989, "b": 101.21081576218933, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 146 ] } ], "orig": "xi) one-time non-recurring gains or losses, such as gains or losses on discontinued operations, bargain purchase gains, or merger related expenses", "text": "xi) one-time non-recurring gains or losses, such as gains or losses on discontinued operations, bargain purchase gains, or merger related expenses", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/134", "parent": { "$ref": "#/groups/23" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 91.35284194999997, "r": 735.9555, "b": 46.61083576218937, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1320 ] } ], "orig": "In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains and losses on MBS acquired by the Company in the secondary market but is not adjusted to exclude unrealized gains and losses on MBS retained by Ready Capital as part of its loan origination businesses, where the Company transfers originated loans into an MBS securitization and the Company retains an interest in the securitization. In calculating Distributable Earnings, the Company does not adjust Net Income (in accordance with U.S. GAAP) to take into account unrealized gains and losses on MBS retained by us as part of the loan origination businesses because the unrealized gains and losses that are generated in the loan origination and securitization process are considered to be a fundamental part of this business and an indicator of the ongoing performance and credit quality of the Company's historical loan originations. In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude realized gains and losses on certain MBS securities considered to be non-distributable. Certain MBS positions are considered to be non-distributable due to a variety of reasons which may include collateral type, duration, and size.", "text": "In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains and losses on MBS acquired by the Company in the secondary market but is not adjusted to exclude unrealized gains and losses on MBS retained by Ready Capital as part of its loan origination businesses, where the Company transfers originated loans into an MBS securitization and the Company retains an interest in the securitization. In calculating Distributable Earnings, the Company does not adjust Net Income (in accordance with U.S. GAAP) to take into account unrealized gains and losses on MBS retained by us as part of the loan origination businesses because the unrealized gains and losses that are generated in the loan origination and securitization process are considered to be a fundamental part of this business and an indicator of the ongoing performance and credit quality of the Company's historical loan originations. In calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude realized gains and losses on certain MBS securities considered to be non-distributable. Certain MBS positions are considered to be non-distributable due to a variety of reasons which may include collateral type, duration, and size." }, { "self_ref": "#/texts/135", "parent": { "$ref": "#/groups/23" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 44.55285194999999, "r": 735.6695000000008, "b": 31.010805762189307, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 450 ] } ], "orig": "In addition, in calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains or losses on residential MSRs, held at fair value from discontinued operations. In calculating Distributable Earnings, the Company does not exclude realized gains or losses on either commercial MSRs as servicing income is a fundamental part of Ready Capital's business and is an indicator of the ongoing performance.", "text": "In addition, in calculating Distributable Earnings, Net Income (in accordance with U.S. GAAP) is adjusted to exclude unrealized gains or losses on residential MSRs, held at fair value from discontinued operations. In calculating Distributable Earnings, the Company does not exclude realized gains or losses on either commercial MSRs as servicing income is a fundamental part of Ready Capital's business and is an indicator of the ongoing performance." }, { "self_ref": "#/texts/136", "parent": { "$ref": "#/groups/23" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 41.58, "t": 28.952821950000043, "r": 748.33802, "b": 7.610835762189367, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 729 ] } ], "orig": "20 To qualify as a REIT, the Company must distribute to its stockholders each calendar year at least 90% of its REIT taxable income (including certain items of non-cash income), determined without regard to the deduction for dividends paid and excluding net capital gain. There are certain items, including net income generated from the creation of MSRs, that are included in distributable earnings but are not included in the calculation of the current year's taxable income. These differences may result in certain items that are recognized in the current period's calculation of distributable earnings not being included in taxable income, and thus not subject to the REIT dividend distribution requirement until future years.", "text": "20 To qualify as a REIT, the Company must distribute to its stockholders each calendar year at least 90% of its REIT taxable income (including certain items of non-cash income), determined without regard to the deduction for dividends paid and excluding net capital gain. There are certain items, including net income generated from the creation of MSRs, that are included in distributable earnings but are not included in the calculation of the current year's taxable income. These differences may result in certain items that are recognized in the current period's calculation of distributable earnings not being included in taxable income, and thus not subject to the REIT dividend distribution requirement until future years." }, { "self_ref": "#/texts/137", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 37.15, "t": 562.1696772, "r": 418.60599999999994, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "Loan Portfolio - Risk Rating Criteria", "text": "Loan Portfolio - Risk Rating Criteria", "level": 1 }, { "self_ref": "#/texts/138", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 458.73953128000005, "r": 118.666, "b": 448.22567609401887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 1:", "text": "BUCKET 1:", "level": 1 }, { "self_ref": "#/texts/139", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 444.4098536, "r": 657.2980000000006, "b": 433.8092267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 111 ] } ], "orig": "Very Low Risk of Loss: New origination or current with strong credit metrics (LTV/DSCR/DY). No expected losses.", "text": "Very Low Risk of Loss: New origination or current with strong credit metrics (LTV/DSCR/DY). No expected losses." }, { "self_ref": "#/texts/140", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 378.18951128000003, "r": 118.666, "b": 367.67565609401885, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 2:", "text": "BUCKET 2:", "level": 1 }, { "self_ref": "#/texts/141", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 363.8598336, "r": 727.1140000000005, "b": 338.8592167917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 142 ] } ], "orig": "Low Risk of Loss: Current with maturity > 6 months. Lower credit metrics with possibility of inclusion on CREFC watchlist. No expected losses.", "text": "Low Risk of Loss: Current with maturity > 6 months. Lower credit metrics with possibility of inclusion on CREFC watchlist. No expected losses." }, { "self_ref": "#/texts/142", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 292.98953128000005, "r": 118.666, "b": 282.47567609401887, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 3:", "text": "BUCKET 3:", "level": 1 }, { "self_ref": "#/texts/143", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 278.6598536, "r": 696.8860000000008, "b": 268.0592267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 121 ] } ], "orig": "Medium Risk of Loss: Current with near term maturities or in forbearance. Loss unlikely with no specific reserves booked.", "text": "Medium Risk of Loss: Current with near term maturities or in forbearance. Loss unlikely with no specific reserves booked." }, { "self_ref": "#/texts/144", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 222.18954127999996, "r": 118.666, "b": 211.67568609401883, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 4:", "text": "BUCKET 4:", "level": 1 }, { "self_ref": "#/texts/145", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 207.8598336, "r": 727.1620000000011, "b": 182.85921679173418, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 168 ] } ], "orig": "Higher Risk: Loan delinquent or in maturity default. Potential issues with sponsor or business plans. Minimal losses possible and adequately reserved in current period.", "text": "Higher Risk: Loan delinquent or in maturity default. Potential issues with sponsor or business plans. Minimal losses possible and adequately reserved in current period." }, { "self_ref": "#/texts/146", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 136.61954128000002, "r": 118.666, "b": 126.10568609401884, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "BUCKET 5:", "text": "BUCKET 5:", "level": 1 }, { "self_ref": "#/texts/147", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 21, "bbox": { "l": 54.67, "t": 122.28985360000001, "r": 691.6060000000009, "b": 111.6892267917342, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 125 ] } ], "orig": "Highest risk: Loan in default or special servicing. Specific losses identified and adequately reserved for in current period.", "text": "Highest risk: Loan in default or special servicing. Specific losses identified and adequately reserved for in current period." }, { "self_ref": "#/texts/148", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 21, "bbox": { "l": 738.33002, "t": 25.462402699999984, "r": 748.33802, "b": 17.51193259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "21", "text": "21" }, { "self_ref": "#/texts/149", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 22, "bbox": { "l": 37.15, "t": 562.1696772, "r": 143.85399999999998, "b": 540.9684235834684, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 9 ] } ], "orig": "Footnotes", "text": "Footnotes", "level": 1 }, { "self_ref": "#/texts/150", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 520.5423627, "r": 481.8629800000001, "b": 512.4118925938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 115 ] } ], "orig": "1 . Before income attributable to participating shares of $2.0 million and non-controlling interest of $1.6 million", "text": "1 . Before income attributable to participating shares of $2.0 million and non-controlling interest of $1.6 million", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/151", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 507.7923927, "r": 742.4720299999999, "b": 488.41189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 252 ] } ], "orig": "2 . Before income attributable to participating shares of $2.0 million and non-controlling interest of $1.9 million. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "text": "2 . Before income attributable to participating shares of $2.0 million and non-controlling interest of $1.9 million. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/152", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 483.7923927, "r": 727.7819899999998, "b": 463.66189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 342 ] } ], "orig": "3 . Before income attributable to participating shares of $2.0 million, non-controlling interest of $2.0 million and before certain charge-offs and losses on sales of real estate owned assets and LMM loans. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "text": "3 . Before income attributable to participating shares of $2.0 million, non-controlling interest of $2.0 million and before certain charge-offs and losses on sales of real estate owned assets and LMM loans. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/153", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 459.0423927, "r": 205.12799999999996, "b": 450.91189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 38 ] } ], "orig": "4 . Represents fully committed amounts", "text": "4 . Represents fully committed amounts", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/154", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 446.2923927, "r": 200.142, "b": 438.16189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 38 ] } ], "orig": "5 . Calculated based on carrying value", "text": "5 . Calculated based on carrying value", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/155", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 433.5423927, "r": 484.0800000000007, "b": 425.41189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 108 ] } ], "orig": "6 . Recourse leverage ratio excludes $1.7 billion of secured borrowings that are non-recourse to the Company", "text": "6 . Recourse leverage ratio excludes $1.7 billion of secured borrowings that are non-recourse to the Company", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/156", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 420.7923927, "r": 331.69500000000016, "b": 412.66189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 71 ] } ], "orig": "7 . Excludes joint venture investments and preferred equity investments", "text": "7 . Excludes joint venture investments and preferred equity investments", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/157", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 408.0423927, "r": 713.3400000000005, "b": 399.91189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 169 ] } ], "orig": "8 . Loans with the 'Other' classification are generally LMM acquired loans that have nonconforming characteristics for the Fixed rate, Bridge, or Construction categories", "text": "8 . Loans with the 'Other' classification are generally LMM acquired loans that have nonconforming characteristics for the Fixed rate, Bridge, or Construction categories", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/158", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 41.07, "t": 395.2923927, "r": 742.6440000000005, "b": 364.66189259380064, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 461 ] } ], "orig": "9 . Distributable return on equity from continuing operations before realized losses is an annualized percentage equal to distributable earnings over the average monthly total stockholders' equity for the period before certain charge-offs and losses on sales of real estate owned assets and LMM loans. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "text": "9 . Distributable return on equity from continuing operations before realized losses is an annualized percentage equal to distributable earnings over the average monthly total stockholders' equity for the period before certain charge-offs and losses on sales of real estate owned assets and LMM loans. Refer to the 'Distributable Earnings Reconciliation by Quarter' slide for a reconciliation of GAAP Net Income to Distributable Earnings", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/159", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 360.0423927, "r": 468.0900000000005, "b": 351.9119225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 107 ] } ], "orig": "10 . Average carrying value includes average quarterly carrying value of loan and servicing asset balances.", "text": "10 . Average carrying value includes average quarterly carrying value of loan and servicing asset balances.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/160", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.73, "t": 347.2923927, "r": 742.7160000000006, "b": 327.9119225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 336 ] } ], "orig": "11 . Gross yields include interest income, accretion of discount, MSR creation, income from our unconsolidated joint venture, realized gains (losses) on loans held for sale, unrealized gains (losses) on loans held for sale and servicing income net of interest expense and amortization of deferred financing costs on an annualized basis.", "text": "11 . Gross yields include interest income, accretion of discount, MSR creation, income from our unconsolidated joint venture, realized gains (losses) on loans held for sale, unrealized gains (losses) on loans held for sale and servicing income net of interest expense and amortization of deferred financing costs on an annualized basis.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/161", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 323.2923927, "r": 742.8420000000008, "b": 303.9119225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 282 ] } ], "orig": "12 . The Company finances the assets included in the Investment Type through securitizations, repurchase agreements, warehouse facilities and bank credit facilities. Interest expense is calculated based on interest expense and deferred financing amortization on an annualized basis.", "text": "12 . The Company finances the assets included in the Investment Type through securitizations, repurchase agreements, warehouse facilities and bank credit facilities. Interest expense is calculated based on interest expense and deferred financing amortization on an annualized basis.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/162", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 299.2923927, "r": 742.8870000000006, "b": 279.9119225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 268 ] } ], "orig": "13 . Loan-to-value (LTV) is calculated by dividing the current unpaid principal balance by the most recent collateral value received. The most recent value for performing loans is often the third-party as-is valuation utilized during the original underwriting process.", "text": "13 . Loan-to-value (LTV) is calculated by dividing the current unpaid principal balance by the most recent collateral value received. The most recent value for performing loans is often the third-party as-is valuation utilized during the original underwriting process.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/163", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 275.2923927, "r": 409.95201000000003, "b": 267.1619225938006, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 94 ] } ], "orig": "14 . Q4 dividend yield for the period is based on the 12/31/2025 closing share price of $2.18.", "text": "14 . Q4 dividend yield for the period is based on the 12/31/2025 closing share price of $2.18.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/164", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 262.5423927, "r": 359.93300000000033, "b": 254.41192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 79 ] } ], "orig": "15 . Includes the loans which are offset by $524M of guaranteed loan financings", "text": "15 . Includes the loans which are offset by $524M of guaranteed loan financings", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/165", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 249.7923927, "r": 274.68000000000006, "b": 241.66192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 56 ] } ], "orig": "16 . Respective balances are based on quarterly averages", "text": "16 . Respective balances are based on quarterly averages", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/166", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 237.0423927, "r": 346.21200000000016, "b": 228.91192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 78 ] } ], "orig": "17 . Corporate debt is allocated for purposes of determining equity allocation", "text": "17 . Corporate debt is allocated for purposes of determining equity allocation", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/167", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 224.2923927, "r": 231.633, "b": 216.16192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 45 ] } ], "orig": "18 . Excludes Portland, OR Mixed-Use property", "text": "18 . Excludes Portland, OR Mixed-Use property", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/168", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 211.5423927, "r": 514.3230000000008, "b": 203.41192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 118 ] } ], "orig": "19 . Represents loans that are under modifications and carried on the consolidated balance sheet as of the period end.", "text": "19 . Represents loans that are under modifications and carried on the consolidated balance sheet as of the period end.", "enumerated": false, "marker": "" }, { "self_ref": "#/texts/169", "parent": { "$ref": "#/groups/20" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 22, "bbox": { "l": 36.07, "t": 198.7923927, "r": 191.15099999999995, "b": 190.66192259380068, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 37 ] } ], "orig": "20 . Strategy as of February 10, 2026", "text": "20 . 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" 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NpNU4TnLuQMHzV+wugXHu7RHcDaza/v2LHzrS3rYmvEALJj1+5Nr21fmZnRpFEiQQ0RaiXqw08+S5s9b+GctDu7dgFwISd37ORpF3Mvpk4cP6BvHw0ItYgAgmq+QOCJp19o3iRpdtp0JRBoEFU0hAIQihAlhSUlYyZNade6bcqE0QA+OHx07sIlKxbM6dihLYD8gqujJk3Pz8+Li4nQFGiruKSkafNms6dNrV+nFoCJqbM8Xu+6rKVKSEJE/IHA8BfGtW3dKiV5DABNKpGjn32elp6ROS+98y3tAUydOe/Klctrli8OC3MCciE7e9yUGUMH9R/Ytw+hhQoABf8mIH4mQhKARSrRoILWDHkgDii7rsgVVw3QDJVkmxH1GfSErv1oq3tL6OoPVskFZ9MHQsUXqYNG7Va6JFeZYSq8VqiiwLBFwe6kv9iwR4tSFAGVCK5Hclp6Rs6ly888OWz9pq2FxcVpk5M7tm/jdDioKUp27NyTuSLr1XVr3WFOkAKQtNttteLjlShRsmnr9lUbNv71L7fXio9Xguzcy0eOfjZn2qQ+PXsA2LF7z8bX3lyZmdE0KRGkBhQIUW/tfnftug1LMzM6tG5JTVEyf2nW8RMnVi9dWDs+HlUICP4tpHXy1Bm+8orVyxfbDEUAIgChCaWEJCwR88inn704Pb1T+3aNGyfBsrwV/l173n36icFjRz6rBPn5V0e+ODU6KrLzLe2tkBaR+nXrdO18a834WFBD1MTUWR6vd13WUiUANKD8gcDwkePbtWoxJXkMQUCBnLdkxc69+/s89KDb4YBSJ384dfrU6azF87t06gDgfE72uMlpQwf1H9S3N0iI4FfEzwQkIBAhCUATAotQ9BWXn/l7WJO/aFjBS986G3alvzCU/y8j4b/EX65LLqm6bekvob/IFt3MKs62/F6zdqtQ/g8SLDPr3+ovOCNa2+t2KP/xiHJGuRM6EIAYguuR4LSZ80rLy7IWLzz5/ZkXU9Puvev2ieNGKyUklJIdO/csyco6fGCfy27DdbTWSqniEu/4aTOu5ObVqhUX0lRa20x1PjevbcvmSzJmOxz2Hbv2bNz6Rtai+U0aJYIaAkD5AoFJqbOKi4tWLVsUExlBTVGybM26419/k7Uoo0ZUFP7Ipte3v/Tyho1rs9q0aq4JChQpImVl5YahXE67hqTNyzz66ecJ9RO0FYTAVGax1xMMBd7YsC4mOjI/P39UckrPHt2fevwxXIc6JCIQY2LqLI/Xuy5rqRIAGlD+QGD4yPHtWrWckjwGICBX8gqeHj3BZpoREW5qEjAMdf58zkMPdp86cbRAzudkj5ucNmRQ/8F9e+O3SIqIJpUIACGJKpoUaIDB0vIf/+5u9F/BiuLyE+/E3DHCd+ZQxZFlEQNess5+UPHPDTGPry8//k7o/NGwR5YGvnzdd+WH+GGbCz9cLhXFUQNWl39/wNCI6DCw7OxHKryGs05HWBRFEYXrWOT0WfM8paUrF84zbebbu/YuWrl24tiRAx/pSWoR9dY7u5euWnV4/z6Xw4brkFpEffz58Wmz0tNTpnTo0NaiFsAU9d6HR9au27hyUUaHtq3e2rXr1de2r166KKlBfVQrrajc/Pr2La+9MXHc6EGP9iYJUEQtX73u2Ndfr8zMiI2Jxh+5kJ09ctK0uNjYuTMmN6hXD9UKikoWL19ZKy5u/JiRuVeujHhu1OAB/fo+3JuWFgVDjJP/+n7q7Dkp48f06vFAXn7BqOSUng/eN/yJISAgAAiARBURSU6d6fGWvrxysakEPxO/3z985IR2rVtMSR6Lam/+bffGLdsyZk5t0jjJ0hCBgFve2LHz3X07tm6Ir1HjXHbO+MnTnxgyaMDDPfFblmWd/Pa7Ek9ps6aN6tWtKyQBkEHQ0AwGi360RdRVjigiBB2kOFlxNVBwxl6vYyD7aODUoYi/PFt+dHXg/KfuR7OQf8pfdCni7jGholzqkKN2W2pLFAAD0MGiC3BG29zxAEUM/BthkVNnzfF6S1ctnm+ahmXpxavWv/veewvSZ9zRtQuA7e/snpO55Pmnn3KYpgYhipoRblefng+63e7U9Pk5F7I3rlnudLkAAgKg2OPpP+Sph3p0nzj6+bd3716++pVeD9wfGxcbtFhaUvTlia+zL+YOGTjghWeespsG8TMRWZL10vET36xasiA2Jhp/gIAc/sfnszMW2k3Vq8cDDerWv1p4bd/BQ/n5V1OSx/d5qPsrW994+287X1qemZSYiF/5g6GREyYrQ1YvXlBc4nlu7KReD94/4r+HkhQRVCMgICDjU2Z4vN5XspYZhuBn4vf7n3x+XLvWLadOGgegrKx87ORpNWJiMuemKRH86rvvT70wYcqoEU8OHtD3XHbO2ElTExs26NC2taU1IACFuKfbnfXr1d2waTOV2bxZ0+733CUkAWiSAlQUXH0vPbxjf3di1+JPV9hrtnI37+XP+0o5o8yYJFhlCqZWLu0rYGWZGZkII0QdhHIjVOHP+9YR18Kyyj2frI3oOMgW17hg55TwNj3dLR8EIAAoACgQaq2Z9fKGsorKKRNGK8MQwOv1zMtcJoZt+qTxERHuDw5/nLVuoyECakIoQsuqGVdjYXqaYajU2fPuvatb/769tKYICQWB0Fq36fVTp05nzpv1yWf/XLtpW9BXaZEQCXfakhKTHuzxwG23tLcZigQBqfbam3/77vTplAljoiMj8EeoIQrffv/D9p27P/3HsWJPcaTb3aljx6GDBnTq0Dbg981flhXujhg36lnTEFIUNISA8e6+/XvfP5j64sSoiPA5C5bceXvXvr0fAlFNQ1CFhIhatHJNeXnFjMnJhhIIAAkEAmkZi5o1Sho+bAiA02d+zFyx5vHHBt5z539BawggACUQDM5ZtDLMbk5OHpNXcDVz+arsi5egLYpCFVJojR/9/F/uuH3Pu/s9ZWVtWra4tWN7IQnA0hpQokIozkZYLMRWcmSJo3Zre/Punu1PGbXaRN873vNeKjWies4L5n3Dwhx7856BnKPlR9dG9JwjhiN/26jY3jPM2i1LP1ru7vSYrW4n7Tkvrmg4agi1CIUGYWlRBqsgYFkgbKYhogCIIGRZfn/A6bArpUKWFbIsJYLfspkmyUAwaLfbpQp+IRCC0GTA73c4HFrrkKVFUIWECGw2mxJBFZL4mYiQDIUsTW0zbSIQEfwOCYAioonyiorKykqX0+lyuUxDAdCWFQiGDNOwmSZBUASEkBSCAX/ANE1lGMFA0DCUaZj4PwhBFRIEQsEgIKZpiEBECAEZCAZFxGaaACzLCoYsh8OuUE3wMwoEwWDIskIOh4NkMGQBxHVImKZhKBUIBKu4XE7DMIQkAIuavuLy46+6WvZRcU0ZLDMAUWGEFbz8uXLEGNH1it58ViQU3TuzfMezwXNHXE/+DYGyigMZ4X2z7AmdfbnHHLU7iLuGWOU6ZIkZJkDpiTdtNRraG3VT0KAItIYoKAhu+n+GJAARISlVSALQgFV+qeT9jMjbnjFrt/Due1GZYeHd03XZZavonL1+FzHC6b9KanFEVH7ykr7ylePeySq2GSquKVecVnar8IxUlJr1OgSyj5YdyYroPtVWp2Px4UW2ms0j2g0AqAEFDQqgRPC/DklcR0TwvwRJACTlFyQB6spimHYqE7BRQqUfrzRMM7zr8+VHl1Z+sjZy2GtmjSYVX6yz1etob94HgWLxlUlEHavkkv+rLapee0fjbqXbnwmWXIx+6m2rOK/0+JaIO56x1WyLUAWgEKoQM4zKDqWEFAhEcNMNIiQR8hVu6edo91jYrUMR8lmleYYzHPZIUXb/jwd8pw+G3zUqlPttYFs/tn40/OHVFYdmWrknwvosDnnz/FsHq3aPhvdbW/n1W6GKa5F3jBFbJK0yXVZAZ7TNEesv+smzN8Xd+Qlnqz4KWkCKEghuukGEJHSw7OMFZsJfnI3vDl456XlnjOO2J123PiWBMu3NMSJqiiPWKsnxH3vFSOhsxLf3bXvYuvyNfcAme+Nu/i82q4SOtmYPKYa09wIMtxHZwLp2pmzXeEm6I/LelFBZfuWxbfYmd9nrdxYIBAQUbrphhCQATQuAwLCu/uDdN9nRcbCr/WNlX24JfLQgrNtEZ5en6c23SrON+BaG4Sr/fneg8Gx4x2FGRB1ddEozZMS10oXnyt8ZAXfd8L5rGfBW7k9RDbqG3z5aQwk1RBOGiAIguOlGEpIALE0BBAQtK1AqNrcyTe+xV4OH5rrumezq/ETF/hR+t9u4N9XZ+VlddBrleUad20LFF4O7nw35K+z91hs2d/mbwyS8rrvfSyq8puXzmIYJ001U0QIQSqrgphtMSAKg1oCGKEIpAUmQDFXo4nMS0xAQ784ROLnL8cAse9vB5dufYcFJe58Ms26Xitf76Upf2JBt9sQ7dfEZKKdE1lcAxAQBkKhCgUAEgOCmG0xIAiC1FgBKUQMgCCgKFERDK0sCBSdDBd85m/w15MnTW3ur4kuh+6Y7757mzzmsAkF70t1ij6BAQGhFaBFU0YAAIgCU4Kb/LwhJACTxC9GgQjUtoqgBEPIzgACD5aGvt1gFp223PWPEtQYgAKkBASAgIQAEIKoQUBACEPxCcNMN9T/Kn3WRBqi1lQAAAABJRU5ErkJggg==" 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" 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "logo", "confidence": 0.9973581433296204 }, { "class_name": "icon", "confidence": 0.0013418776215985417 }, { "class_name": "stamp", "confidence": 0.0007251431234180927 }, { "class_name": "other", "confidence": 0.00017439163639210165 }, { "class_name": "page_thumbnail", "confidence": 5.7034441852010787e-05 }, { "class_name": "engineering_drawing", "confidence": 5.133395825396292e-05 }, { "class_name": "calendar", "confidence": 4.3477706640260294e-05 }, { "class_name": "signature", "confidence": 3.984924478572793e-05 }, { "class_name": "full_page_image", "confidence": 3.803304207394831e-05 }, { "class_name": "flow_chart", "confidence": 3.0264805900515057e-05 }, { "class_name": "table", "confidence": 2.136272087227553e-05 }, { "class_name": "photograph", "confidence": 1.7445923731429502e-05 }, { "class_name": "screenshot_from_computer", "confidence": 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a grouped bar chart titled 'LOAN VINTAGE ($ in billions)' showing loan amounts by year (2020 and prior, 2021, 2022, 2023, 2024, 2025). The chart distinguishes between 'Core' (orange bars) and 'Non-Core' (dark blue bars) loans. The y-axis ranges from $0.0 to $1.6 billion. The data is as follows: 2020 and prior has $0.9B in Core loans; 2021 has $1.5B in Core and $0.1B in Non-Core; 2022 has $1.5B in Core and $0.1B in Non-Core; 2023 has $0.2B in Core; 2024 has $0.4B in Core; 2025 has $0.1B in Core.\n\n| Year | Core ($B) | Non-Core ($B) |\n| --- | --- | --- |\n| 2020 and prior | 0.9 | - |\n| 2021 | 1.5 | 0.1 |\n| 2022 | 1.5 | 0.1 |\n| 2023 | 0.2 | - |\n| 2024 | 0.4 | - |\n| 2025 | 0.1 | - |" }, "classification": { "predictions": [ { "confidence": 0.9995155334472656, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.00029623560840263963, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 8.796901965979487e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 6.640274659730494e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 1.2408950169628952e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 6.6785419221560005e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 2.9698462640226353e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 2.5299523258581758e-06, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 2.504773419786943e-06, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 2.027941945925704e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 1.4623359447796247e-06, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 8.28500901661755e-07, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 7.802851200722216e-07, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 6.735870101692853e-07, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 5.18084505074512e-07, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 1.398334035229709e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 1.3005956134293228e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 8.339392110201516e-08, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 7.06737921518652e-08, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 2.3676097526958984e-08, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 2.287664635503006e-08, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.743007693733034e-08, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "bar_chart", "confidence": 0.9995155334472656 }, { "class_name": "table", "confidence": 0.00029623560840263963 }, { "class_name": "pie_chart", "confidence": 8.796901965979487e-05 }, { "class_name": "line_chart", "confidence": 6.640274659730494e-05 }, { "class_name": "screenshot_from_computer", "confidence": 1.2408950169628952e-05 }, { "class_name": "other", "confidence": 6.6785419221560005e-06 }, { "class_name": "calendar", "confidence": 2.9698462640226353e-06 }, { "class_name": "engineering_drawing", "confidence": 2.5299523258581758e-06 }, { "class_name": "scatter_plot", "confidence": 2.504773419786943e-06 }, { "class_name": "screenshot_from_manual", "confidence": 2.027941945925704e-06 }, { "class_name": "flow_chart", "confidence": 1.4623359447796247e-06 }, { "class_name": "geographical_map", "confidence": 8.28500901661755e-07 }, { "class_name": "box_plot", "confidence": 7.802851200722216e-07 }, { "class_name": "full_page_image", "confidence": 6.735870101692853e-07 }, { "class_name": "page_thumbnail", "confidence": 5.18084505074512e-07 }, { "class_name": "chemistry_structure", "confidence": 1.398334035229709e-07 }, { "class_name": "icon", "confidence": 1.3005956134293228e-07 }, { "class_name": "topographical_map", "confidence": 8.339392110201516e-08 }, { "class_name": "logo", "confidence": 7.06737921518652e-08 }, { "class_name": "photograph", "confidence": 2.3676097526958984e-08 }, { "class_name": "stamp", "confidence": 2.287664635503006e-08 }, { "class_name": "signature", "confidence": 1.743007693733034e-08 }, { "class_name": "qr_code", "confidence": 1.5387591645321663e-08 }, { "class_name": "music", "confidence": 1.3994432279673674e-08 }, { "class_name": "bar_code", "confidence": 7.49363859853247e-09 }, { "class_name": "crossword_puzzle", "confidence": 4.066999625962353e-09 } ] } ] }, { "self_ref": "#/pictures/6", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a waterfall chart titled '60+ DQ CORE MIGRATION ($ in millions)'. The y-axis represents dollar values ranging from $200 to $450. The chart tracks the migration of 60+ DQ (Delinquency) values through various categories, starting from a beginning balance and ending at an ending balance. The orange bars represent the starting and ending values, while the dark blue bars represent the changes (additions and subtractions) in between.\n\n| Category | Value ($ in millions) |\n| --- | --- |\n| Beg 60+ | 288 |\n| New 60+ | 134 |\n| Mods | (92) |\n| Allowance | (13) |\n| REO | (9) |\n| Other | (2) |\n| End 60+ | 306 |" }, "classification": { "predictions": [ { "confidence": 0.9998584985733032, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 8.396350312978029e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 3.704422488226555e-05, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 1.5212070138659328e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 1.4512061170535162e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.1018830718967365e-06, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 9.031288072947063e-07, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 5.172273631615099e-07, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 2.954253943698859e-07, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 2.829953302807553e-07, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 2.8002634167023643e-07, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 2.59842465766269e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 9.899910224930863e-08, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 6.395666929392974e-08, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 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" 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" 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oQCJGQF27RsnjYzxW6aIjx/MXv4qPETRr/wcI/uANZteX3nzl1vbV0fWyMGkJ2792x+bceqjPQmjRIJaohQK1EffvJZ6pz5i+am3tmlM4CL2Tljp0y/lHMpZdL4AX37aECoRQQQVPMFAk88/ULzJklzUmcogUCDqKIhFIBQhCgpLCkZM3lqu9ZtkyeMBvDBkWPzFi1duXBuh/ZtAeQXXB01eUZ+fl5cTISmQFvFJSVNmzebM31a/Tq1AExKme3xetdnLlNCEiLiDwSGvzCubetWyRPHANCkEjn22eepaekZ89M63XoLgGmz5l+5krt2xZKwMCcgF7Oyxk2dOXRQ/4F9+xBaqABQ8E8CAhCSACxSiQYVtGbIA3FA2XVFjrhqgGaoJMuMqM+gJ3TtJ1vdW0NXf7RKLjqbPhAqvkQdNGq30iU5ygxT4bVCFQWGLQp2J/3Fhj1alKIIqERwPZLT09KzL+c+8+SwDZu3FRYXp06Z2OGWNk6Hg5qiZOeuvRkrM19dv84d5gQpAEm73VYrPl6JEiWbt+1YvXHTX/58R634eCXIysk9euyzudMn9+nZA8DOPXs3vfbmqoz0pkmJIDWgQIh6a8+769ZvXJaR3r51S2qKkgXLMk+cPLlm2aLa8fGoQkDwTyGtJ06b6SuvWLNiic1QBCACEJpQSkjCEjGPfvrZizPSOt7SrnHjJFiWt8K/e++7Tz8xeOzIZ5UgP//qyBenRUdFdrr1FiukRaR+3TpdOt1WMz4W1BA1KWW2x+tdn7lMCQANKH8gMHzk+HatWkydOIYgoEDOX7py174DfR560O1wQKlTP54+c/pM5pIFnTu2B3AhO2vclNShg/oP6tsbJETwG+IXAhIQkgA0IbAIRV9x+dm/hTX5s4YVvPyts2EX+gtD+d8bCX8Sf7kuuazqtqW/hP4iW3QzqzjL8nvN2q1C+T9KsMysf5u/4Kxoba/bvvyno8oZ5U5oTwBiCK5HgtNnzS8tL8tcsujUD2dfTEm99647Jo0brZSQUEp27tq7NDPzyMH9LrsN19FaK6WKS7zjp8+8kpNXq1ZcSFNpbTPVhZy8ti2bL02f43DYd+7eu2nbG5mLFzRplAhqCADlCwQmp8wuLi5avXxxTGQENUXJ8rXrT3z9Tebi9BpRUfgjm1/f8dLLGzety2zTqrkmKFCkiJSVlRuGcjntGpI6P+PYp58n1E/QVhACU5nFXk8wFHhj4/qY6Mj8/PxRE5N79uj+1OOP4TrUIRGBGJNSZnu83vWZy5QA0IDyBwLDR45v16rl1IljAAJyJa/g6dETbKYZEeGmJgHDUBcuZD/0YPdpk0YL5EJ21rgpqUMG9R/ctzd+j6SIaFKJCElU0aRAAwyWlv/0N3ejPwUristPvhPTdYTv7OGKo8sjBrxknfug4h8bYx7fUH7indCFY2GPLAt8+brvyo/xw7YUfrhCKoqjBqwp/+GgoRHRfmDZuY9UeA1nnQ6wKIoiCtexyBmz53tKS1ctmm/azLd371u8at2ksSMHPtKT1CLqrXf2LFu9+siB/S6HDdchtYj6+PMT02enpSVPbd++rUUtgCnqvQ+Prlu/adXi9PZtW721e/err+1Ys2xxUoP6qFZaUbnl9R1bX3tj0rjRgx7tTRKgiFqxZv3xr79elZEeGxONP3IxK2vk5OlxsbHzZk5pUK8eqhUUlSxZsapWXNz4MSNzrlwZ8dyowQP69X24Ny0tCoYYp77/Ydqcucnjx/Tq8UBefsGoick9H7xv+BNDQEAAEACJKiIyMWWWx1v68qolphL8Qvx+//CRE9q1bjF14lhUe/OvezZt3Z4+a1qTxkmWhggE3PrGzl3v7t+5bWN8jRrns7LHT5nxxJBBAx7uid+zLOvUt9+VeEqbNW0kJAGQQdDQDAaLfrJF1FWOKCIEHaQ4WXE1UHDWXq9DIOtY4PThiD8/W35sTeDCp+5HM5F/2l90OeLuMaGiHOqQo3ZbaksUAAPQwaKLcEbb3PEARQz8E2GR02bP9XpLVy9ZYJqGZeklqze8+957C9Nmdu3SGcCOd/bMzVj6/NNPOUxTgxBFzQi3q0/PB91ud0raguyLWZvWrnC6XAABAVDs8fQf8tRDPbpPGv3823v2rFjzSq8H7o+Niw1aLC0p+vLk11mXcoYMHPDCM0/ZTYP4hYgszXzpxMlvVi9dGBsTjT9AQI78/fM56YvspurV44EGdetfLby2/9Dh/PyryRPH93mo+yvb3nj7r7teWpGRlJiI3/iDoZETpihD1ixZWFzieW7s5F4P3j/if4aSFBFUIyAgIOOTZ3q83lcylxuG4Bfi9/uffH5cu9Ytp00eB6CsrHzslOk1YmIy5qUqEfzmux9OvzBh6qgRTw4e0Pd8VvbYydMSGzZo37a1pTUgAIW4p9ud9evV3bh5C5XZvFlTIQlAkxSgouDqe2nhHfq7E7sUf7rSXrOVu3kvf95XyhllxiTBKlMwtXJpXwEry8zIRBgh6iCUG6EKf963jrgWllXu+WRdRIdBtrjGBbumhrfp6W75IAABQAFAgVBrzcyXN5ZVVE6dMFoZhgBer2d+xnIxbDMmj4+IcH9w5OPM9ZsMEVATQhFaVs24GovSUg1DpcyZf+9d3fr37aU1RUgoCITW+s2vnz59JmP+7E8++8e6zduDvkqLhEi405aUmPRgjwduv/UWm6FIEJBqr7351+/OnEmeMCY6MgJ/hBqi8O0PP+7YtefTvx8v9hRHut0dO3QYOmhAx/ZtA37fguWZ4e6IcaOeNQ0hRUFDCBjv7j+w7/1DKS9OiooIn7tw6Z13dOnb+yEQ1TQEVUiIqMWr1paXV8ycMtFQAgEggUAgNX1xs0ZJw4cNAXDm7E8ZK9c+/tjAe+78E7SGAAJQAsHg3MWrwuzmlIlj8gquZqxYnXXpMrRFUahCCq3xo5//c9c79r57wFNW1qZlCyEJwNIaUKJCKM5CWCzEVnJ0qaN2a3vz7p4dTxm12kTfO97zXgo1onrOD+Z9w8Jse/Oegexj5cfWRfScK4Yjf/uo2N4zzdotSz9a4e74mK1uR+25IK5oOGoItQiFBmFpUQarIGBZIGymIaIAiCBkWX5/wOmwK6VClhWyLCWC37OZJslAMGi326UKfiUQgtBkwO93OBxa65ClRVCFhAhsNpsSQRWS+IWIkAyFLE1tM20iEBH8P0gAFBFNlFdUVFZWupxOl8tlGgqAtqxAMGSYhs00CYIiIISkEAz4A6ZpKsMIBoKGoUzDxP9FCKqQIBAKBgExTUMEIkIIyEAwKCI20wRgWVYwZDkcdoVqgl9QIAgGQ5YVcjgcJIMhCyCuQ8I0DUOpQCBYxeVyCkkAFjV9xeUnXnW17KPimjJYZgCiwggrmPu5csQY0fWK3nxWJBTdO6N857PB80ddT/4VgbKKg+nhfTPtCZ18OccdtduLu4ZY5TpkiRkmQOnJN201GtobdVPQoAi0higoCG76/4YkABEhKSQBaMAqv1zyfnrk7c+YtVt497+ozLDw7mm6LNcqOm+v31mMcPqvklocEZWfvKSvfOW4d4qKbYaKa8oVp5XdKjwrFaVmvfaBrGNlRzMjuk+z1elQfGSxrWbziHYDAGpAQYMCKBH81yGJ64gI/kuQBEBSqpAEqCuLYdqpTMBGCZV+vMowzfAuz5cfW1b5ybrIYa+ZNZpUfLHeVq+DvXkfBIrFVyYRdaySy/6vtqp6tzgadyvd8Uyw5FL0U29bxXmlJ7ZGdH3GVrMtQhWAQqhCzDAqO5QSUiAQwU03gpBEyFe4tZ+j3WNhtw1FyGeV5hnOcNgjRdn9Px30nTkUfteoUM63ge392PrR8IfXVByeZeWcDOuzJOTN828brNo9Gt5vXeXXb4UqrkV2HSO2SFpluqyAzmibI9Zf9LNnX7K70xPOVn0UtIAUJRDcdCMISehg2ccLzYQ/OxvfHbxyyvPOGMftT7pue0oCZdqbbUTUFEesVZLtP/6KkdDJiL/Ft/1hK/cb+4DN9sbd/F9sUQkdbM0eUgxp70UYbiOygXXtbNnu8ZLUNfLe5FBZfuXx7fYmd9nrdxIIBAQUbroxhCQATQuAwLCu/ujdP8XRYbDrlsfKvtwa+GhhWLdJzs5P05tvlWYZ8S0Mw1X+w55A4bnwDsOMiDq66LRmyIhrpQvPl78zAu664X3XMeCtPJCsGnQJv2O0hhJqiCYMEQVAcNMNIyQBWJoCCAhaVqBUbG5lmt7jrwYPz3PdM8XV6YmKA8n8bo9xb4qz07O66AzK84w6t4eKLwX3PBvyV9j7bTBs7vI3h0l4XXe/l1R4TcvnMQ0TppuoogUglFTBTTeSkARArQENUYRSApIgGarQxeclpiEg3l0jcGq344HZ9raDy3c8w4JT9j7pZt3OFa/305W+sCHb7Yl36uKzUE6JrK8AiAkCIFGFAoEIAMFNN5KQBEBqLQCUogZAEFAUKIiGVpYECk6FCr5zNvlLyJOnt/VWxZdD981w3j3dn31EBYL2pLvFHkGBgNCK0CKoogEBRAAowU03npAEQBK/Eg0qVNMiihoAIb8ACDBYHvp6q1Vwxnb7M0ZcawACkBoQAAISAkAAogoBBSEAwa8EN904/wd273rVzcItkQAAAABJRU5ErkJggg==" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "logo", "confidence": 0.9973581433296204 }, { "class_name": "icon", "confidence": 0.0013418776215985417 }, { "class_name": "stamp", "confidence": 0.0007251431234180927 }, { "class_name": "other", "confidence": 0.00017439163639210165 }, { "class_name": "page_thumbnail", "confidence": 5.7034441852010787e-05 }, { "class_name": "engineering_drawing", "confidence": 5.133395825396292e-05 }, { "class_name": "calendar", "confidence": 4.3477706640260294e-05 }, { "class_name": "signature", "confidence": 3.984924478572793e-05 }, { "class_name": "full_page_image", "confidence": 3.803304207394831e-05 }, { "class_name": "flow_chart", "confidence": 3.0264805900515057e-05 }, { "class_name": "table", "confidence": 2.136272087227553e-05 }, { "class_name": "photograph", "confidence": 1.7445923731429502e-05 }, { "class_name": "screenshot_from_computer", "confidence": 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure displays four pie charts arranged horizontally, each representing different categories of loan data.\n\n| Category | Sub-category | Percentage |\n| --- | --- | --- |\n| LOAN PRODUCT | Bridge | 72% |\n| LOAN PRODUCT | Fixed rate | 15% |\n| LOAN PRODUCT | Construction | 8% |\n| LOAN PRODUCT | Other | 5% |\n| COLLATERAL | Multi-family | 74% |\n| COLLATERAL | Industrial | 7% |\n| COLLATERAL | Other | 7% |\n| COLLATERAL | Retail | 5% |\n| COLLATERAL | Office | 4% |\n| COLLATERAL | Land | 3% |\n| RISK RATING | 1&2 | 44% |\n| RISK RATING | 3 | 44% |\n| RISK RATING | 4&5 | 12% |\n| MODIFICATION STATUS | Not Modified | 49% |\n| MODIFICATION STATUS | Modifications | 29% |\n| MODIFICATION STATUS | Extensions | 22% |" }, "classification": { "predictions": [ { "confidence": 0.5523918867111206, "created_by": "DocumentPictureClassifier", 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" 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9999874830245972 }, { "class_name": "bar_chart", "confidence": 7.370319508481771e-06 }, { "class_name": "table", "confidence": 2.1647031189786503e-06 }, { "class_name": "calendar", "confidence": 5.472845145959582e-07 }, { "class_name": "flow_chart", "confidence": 4.97827556955599e-07 }, { "class_name": "logo", "confidence": 4.7432419592041697e-07 }, { "class_name": "line_chart", "confidence": 4.34244810776363e-07 }, { "class_name": "icon", "confidence": 2.8434561727408436e-07 }, { "class_name": "page_thumbnail", "confidence": 2.429084133837023e-07 }, { "class_name": "other", "confidence": 1.1106392605597648e-07 }, { "class_name": "geographical_map", "confidence": 1.0617298329407276e-07 }, { "class_name": "full_page_image", "confidence": 9.909518183803812e-08 }, { "class_name": "engineering_drawing", "confidence": 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A waterfall chart titled 'QTD ROLL ($ in thousands)' visualizing the changes in loan value. The chart starts with a 'Beginning CV' bar representing 32 loans valued at $301. It then shows two negative adjustments: 'Exits' with 3 loans valued at $(57), and 'REO/Write-downs' with 2 loans valued at $(22). The chart concludes with an 'Ending CV' bar representing 27 loans valued at $222.\n\n| Category | Loans | Value ($ in thousands) |\n| --- | --- | --- |\n| Beginning CV | 32 | 301 |\n| Exits | 3 | -57 |\n| REO/Write-downs | 2 | -22 |\n| Ending CV | 27 | 222 |" }, "classification": { "predictions": [ { "confidence": 0.9996232986450195, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0002789912687148899, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 6.866877083666623e-05, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 1.1594586794672068e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 6.148813554318622e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 4.433802132552955e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 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}, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "bar_chart", "confidence": 0.9996232986450195 }, { "class_name": "line_chart", "confidence": 0.0002789912687148899 }, { "class_name": "table", "confidence": 6.866877083666623e-05 }, { "class_name": "pie_chart", "confidence": 1.1594586794672068e-05 }, { "class_name": "calendar", "confidence": 6.148813554318622e-06 }, { "class_name": "screenshot_from_computer", "confidence": 4.433802132552955e-06 }, { "class_name": "flow_chart", "confidence": 2.4302207748405635e-06 }, { "class_name": "box_plot", "confidence": 2.3067420897859847e-06 }, { "class_name": "engineering_drawing", "confidence": 8.969473128672689e-07 }, { "class_name": "scatter_plot", "confidence": 6.248392310226336e-07 }, { "class_name": "geographical_map", "confidence": 2.7856918904944905e-07 }, { "class_name": "other", "confidence": 1.5442776657437207e-07 }, { "class_name": "full_page_image", 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The chart is divided into five segments: Multi-family (60%, orange), Hotel (16%, dark blue), Office (9%, brown), Mixed Use (7%, green), and Other (8%, yellow).\n\n| Category | Percentage |\n| --- | --- |\n| Multi-family | 60% |\n| Hotel | 16% |\n| Office | 9% |\n| Mixed Use | 7% |\n| Other | 8% |" }, "classification": { "predictions": [ { "confidence": 0.9999747276306152, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 1.3833426237397362e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 4.993268703401554e-06, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 1.0024733683167142e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 9.231351896232809e-07, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 7.427368586832017e-07, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { 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yqfz+bhxNUhqTnL+lLvXjaPYsNIpszACxD+HAEI1D+ZEx6ialsOEKKqHIBGz8u6d+KgxVtWhd2QIPxAcWA718l8q9UaE+SBYXfUp8ql1LyBRbeQO43kdjTqz/pXEUP6SSz8GxmnUqU78y4l4xQyu7DzCzLPZeNQghi2iIK5NHiE9S+xJYus2Xg+wp/Jh9TqHHc/ra/gQCCqygFlY962R7Nff33mR8V+NOyE+BlVxLhvH5FyWtpiAnZLA8KZ1PknKW0oXEp8PQoWsqw3aSdQ527Wv0KQT5XufHcRFU+jcndWPkTNm4ltxkmhcCFbRtH4BdY9z+ZJZM3G8xH+ZBYMHHIFxz1AcjX2b6KqHDiyl8/qN/GlL1d/G3HCIsJuFAd6XLW04W13JNktYNgdDXDTqNCeSDWim8idhreVUEXSjsXbSvEqItXJnUG4MnE1yZ1FpDoVDscWsXMqQSHJh1K8jGgBU2bg+Qj7BR9qtuOER6l7PPsxUVUOBKr62swP7/74uZyigogb4rfErAw8LO3SKksIlF+hAeqDgCIu4qAW9RADggaYMGpRHxNGAzSghLiIwcYQB5PO5Ol4PsL+IoC4ZE5+kjZXIYb9kqgq+z1VfSx7yGOfDon6nmscfgffaqPU5KxOxSl2HTiUFUUqMHk6no+wH7HgxtHxdo65F+Oy/xFVZf+WU5zfb+Kgl6aPFhFHDL+PQszKv1ql3VFnJX4UhF+gqI9axCAhNEB9xCAhsKiPhED4NYpUYPJ0PB9h/6JgoXUPTn6ShErsZ0RV2Y9tK8y5dcwTo+dnGXGMCHvCs7ZOcoX3OxQ3CK9DDT+lSIjUI0lsQd437JxKfD0qnUnBIrZ9Qiid9BPY/gneTsSwW4qkMPlrPB9hv6Ngod7xnP0yqXXZn4iqsr9aunXNTWMez1o+M+KGBGHPFQd6a9PKjzZcShAF4YfUp9I51LiR/HkkNmP1E1Q4HCeFcGVW3E+FDkSqsfopsCDsliIpTP4az0fYT3lQow3nvkmlZuw3RFXZL327YfG1ox6as2FpxA3xR1klMRyedHSkWXgZavgh9al6GWknsPIh6vZl21iSWhDdTFILNg2j4qmsHUDBfEwcv0aRZCbPwPMR9l8+VGtF12FkNGb/IKrK/ue7jUsvHdZv/qbl8aEIe6c40Atqpw4+ZHMoyAHD/6hHQjMaPk4oHW8Li24mrh5VLqJgARrFJLBlDCZE4VJQdkuRZCbPwPMR9mseVDuE894kswX7AVFV9jNrdm7q9nafmesXRZwQe82qRty4dzuEjk9dScD/UVBq3ERyW9YNpMb15ExnzbM4iYTSqX0HOdNIPRITx8Y32JGNuPwyhWSmzMDzEfZ3PlRtQddhVGzKn01Ulf3Jprztlw/vN3nZjPhQhFISDfS4ahlj2m1yg50g7KKUqHcfkWosv5+69xBdzfL7UJ/qV+Mk4W0jsRlBEUEBa55EwvwyhWSmzMDzEQ4APlRtxfnDyGjMn0pUlf1GXrTw6pH3f7BgatgJUXoULGbw4RUuyFiC5b80ILktdXrjxBFEWfkAuTOJr0OtO1n7LG4qNW8Fw6ahbP0QCbFbiUyZiecjHBh8qNuJC0aTkMGfR1SV/UN+rKjnB/2HzB4b54b5MVWNBR4QdkIiEgs8qxp2XKtq1YadEL8lZvXQiimj2u7IdLZAiF0UG8VNJVKF2Ga8bUiYcCbhKhTMo0RiUyRC/hyw7JZCMlNm4PkIBwwfWnblrFeIJPMnEVVlP2DV3jXuuQFfjTSyCz+gqukJKRe0OklV3/r240Kv+IKWJ1ZJzhg+Z1Ld9Gq1KlQZOW9SkRczIvyAooAg/EdggwoJaUNPPuGY0CTylyAGN5WMU8mdTsEC4uqQdiw7phBdRwlxKKEWFHHYRditRKbMxPMRDhgKCh3+zsn9EeHPIKrKn01V+3829N4JLxoxRgw/FtigcaU6H1/1XEok4ZwhvVbt2Djpmhcyk9I7v94rJS6paWadpz9/e0dRXpwbDqxVbMQJ+zZwjLGqoK5xY4Fv1TbIqDn8kicb5L4S2vwGuMTXo9lgVj3F5uGkHU/Dh1jci5wvkBASRosRlxIaICFsDBMC4RckMmUmno9wIFFQOPkJOvREhH1OVJU/28eLv7p8eL+8aKFrHH4msEGTzLojLn60QlziY9lDlu9Y9+xZdxiRq0bcnxhJaJhRY87Gpee3OOHF6aMOqdaoUUatR7Je61TnkEsPPbPIK37hqxHT187r0eaMM5setb0wp0PttmuWDznOvkkQJb4+TV9i9dNsHkHacTR4kMU98XOoehmhdGKbWPciGKpfQ6QGOV+yeThBEWL4qQSmzMLzEQ4wFsJJdHmbRmeyz4mq8qdavn195yE9l21bF3Jcfklgg6aZdYdccN/mgh2b87dvL8xpWaVhWnxy73H/PqpumyNrH3Ltew8+ftotddKqJYbjH856bfb6Ra+f32/Mgk9T45IbVaz57BfvPnXmbcPnTo753t8O73r/pBe6x3/cNmk9kXo0fYnVT7N5BGnHUf8BltxOxilU6MjmkUSqsvVDKnUmsQlb3qfqpawbxJb3EZefSmDKLDwf4cATQEZdekwitS77lqgqf55CL3rd6Efe+fbjRDfCbgQ2aFq57hsX/Gvcoi9OadTBFXfismlH1Wnzz08GHF6zxZG1D+k69M5DqjYae8XTn6389rw37ji9SaeB596VvXyW67hVkzImLf36tCYdz33jDlX94LL+/Sa/Fl8we3CLVYSq0OxVVj/JpndIP4n6j7D4VtwU6tyJBhQsZMt71LgRtwIF80lqxdaxrH0BERB+JIEps/B8hAOSDy270vkN3Dj2IVFV/jxLhwx8Z/qYt2pGVhbvCKvwSwIbNK1c9+2LHnw8+41bO11UNbniHWOf7XlU97vHP9+hZsuOtVtdOuze3sdeenazo1X1tg/750ULX+l6z4OTX8mNFqREknYU5T5+xt97j3sG5JmzevX66OmRc7M+PiapY4XtNHuDvG/Z8CoVz6LiGSy8gXAlItVBqXEDO6YSSgNh/asktyL3awrmgeEnNJ6s2Xg+woEqgBMfpFMf9iFRVf4k22ZPn37ntZKfv7lxvbcapnxBjsY8R4QfC2zQOLPOq13v6Tdh0Hktjq+XXv2fnwx44vRb7pkwqF2Npu2qNxuzILtnp4vvnfjiCQ0Oa1mlwfXvPXLFYWef1OAwI864RV889dlb/U685th67VbsWF8rtUq/iYPe+nby+XUrvtl6SyjjeKrfiPo4cWwYyvrBVOpM1R54WzEJrHmWErV7oQEasOIhCr5DXH5C48majecjHKgsxCVz4QfUOYZ9RVSVP0Ns5/Zpt1+z47uZJhxxAmtTUj5p32BEXF5OrNBF+DEjEnEjMT/mGCNivMCLuOFY4BkxjhgpgeTHCl3jJIYTCmKFqtSokKno2pzNgdqwE6qeUnFncX7U9wIbeIGvEnr98PhzM5ZhUgll4u/E28IuiptOKJ3YFoIcVHFTCaUT20xQgBh+TuPJmo3nIxzAfKjRhu4fk1iJfUJUlT/DosH/XvzSU+KGEEqItU44sqhxrdfrJSwq3uYGKiL8gFUVEVQBEbGqRkRRFARVjIiiqhgRRa0qYEQEUVWLCgKIIIhntW3FCp902B4XbAUBQQSEXSyqiIBhF4sqYkD4RRpP1mw8H+HAFsBx93DMfewToqrsczkL535xSw+/IE+Mw/+ohqzm1qg6snnlj91cPxZ1RCgzMTXPHFrhmmrLCXwQ/jCNJ2s2no9wYFMIJ3PZFKq2peyJqrJvBdGiWffctiHrYxMO8zMmCCSlwtQWNd6tJBuKdoZAEKvWt5ZdVBDXcfwgsGpDTsiI+DYAXOOwJ2KBbZqW8kGH/GrOZtTwh2k8WbPxfIQDng9Nz6TLu4QSKGOiquxbq8a8O+fRf4gYRPglYq2LWd+03mt142drrnpeWlxy9QqV+I+o763auaFOWrUqSRnfbFiUU1xQJ61qxA0v3bpGRNgTxQH3tMroU2cpQcAfpnFkzcYLEA54yi5nvsih11LGRFXZh2I7t0+9tmvBmlXGdflVbmALK2WMa1P7HWfrCXXbPn7KTSISctxVOzf8a+LLNx95YXI4YeLS6S9OH/XYabdkr5g1cu7kkHHZE4FSMT4++2itZVaBwx+jEbK+wQsQygMLabW54iuSq1CWRFXZhxYNfnbRS08ZN4QIv8UEgROJm92y3of1UmJxcZlxyQ+efMMHC6dOXzP3po4XfLrim5aV64+cO6lLixNu+7B/XqzIEWEPFQVc2yDl2eYbxC8Awx+gEbK+wQsQyokAju7D8Q9SlkRV2VcK1q3+6tbLCtauMqEQv5NqCNlYI3NIs4wWbY4+t/mxlw/rlxiO639mz9S4pPGLv6yVWiVr+Ywx8z+1gKqIsCcC1ZRI/HuHa/vktVjhD9AIU77BDxDKiQDSatFjEukNKDOiquwr859/dMnrA5xIhD1kYjGpW/+Qh557Znl2/6zX451Q9ZRKqfEptVKrnNv8uOzlM09u2GHmugUDp4/0Al8Q9kRxYM+rkzG01XoJ8kHYUxphyjf4AUL54cNRd3DiY5QZUVX2ifw1Kz6/7kIvZwfGsIesF6vUrmOrnv1GDO3/b1m3QPM15sW74f5n3vb12vnH1z9s2ba1HWu3uuWDJxZvWeUYhz2hlHBGHZl4QoVlWGFPaZgp3+IHCOWHQkJFrppGWj3Khqgq+8Tcp/617J1XnHCEPWc9r96Fl9c6+6LpN3TLiQ+PaF39I2fH6Q07dGl23F3jn3v41Js836uZVvWG0Y+s2rHBMYY9FLV6TOWU4e12JLMdNewRDTPlW/wAoVzx4YibOOUZxFAGRFUpewXrVn/198sL1q4yrssfoJpYq15cxcxt335tYp4mJU5rWWfHUR0X526YunRGh1otz2p69Ndr541b+LkFYY8pWJxBhyV1y1xOoOwRDTPlW/wAoVwJoEJ1ekygYlPKgKgqZW/ZWy/NffoBJxLHH6W+rzYw4Qgg1obFWV236ltN0qfZHdbzXDFW1TFGEP4Qz2qj1KTsjvkpbAHD76dhpnyLHyCUNx6c/BCd7qYMiKpSxoKiwk+v7pK/Yok4DqXH8YNoZsWPmlcdkxLNKyoIi2HvxNTc3yKxV901+B4Iv5OGmDIHP0AobyxUasI1MwklUNpEVSlja8aO+ubB3iKCCKXKBNaEQvNa1Hu9hrssluuqFYQ/yrNaNzlxTIdovfAG1PA7aYgpc/ADhPJGQYTz3qL5RZQ2UVXKUhCLzrj7xk2fTTThCGVB1bVsrV1tWJOMbDfPejEH4Y8q9PWO5hkPNlhO4PM7aYgpc/ADhHLIh2Zn0XUkTohSJapKWdo5f85XPa/08naKcSgzTmBtQkJWuwbvJhdt9wtdFf4Qq8S7oclHu83jVqIOv4eGmDIHP0AohxTiUun+ETU6UqpEVSlLS954cf6zDzlxceyOqvV9tVaMMa6LCKrW91DEddUGWIsxIMZ12T2x1g2Fl9ap8kbT9O+i25zAGhH2XLGVHnWTB7XcJH4eGH6Tdcn6Dj9AKJ88OK4Pxz1IqRJVpczYWPSz6y7IWThXXJdfotaK46bUbxRJS49u35a3fIkNfOO6yfUbuwmJuUsXxlWsHElLj+XmWM8rXLdarQ/C7qiGAptfJXN0i8pj44ti0WJHhD1kVcNuZFh7c3zaWiy/zbpkfYcfIJRPFio14ZqZhBIoPaKqlJnt38748pYeGgSI8DNqrRMX3/Cy62uc2lmtBTZMGb9wwOMVmrRs3fexnQvmrB03uun1txduWBfdvtW47rx/P+zl5WAtJcSYUEgD3wYBYBxXHIf/MNZKXPxXzWu9Xc1ZG80JKYKwJ2JWT6ia+l7bja7NB+HXWZes7/ADhPJJwTj0mEjtYyk9oqqUmblP3b/83VdMKMwvsb5f47TOLW67d/6zD66f9FGVY05pfmufxa8+F1+5Wo1Tzlk06Km4SlXrXnDp4pefyVu1zI1P3Pxltn/p678AACAASURBVJuYmHn40eEKqdu/m7VzwXcJ1Wtmtj8qiBZv/io7umO7GMN/iFUXNtWvOaRB0tdOocY8I8LvpooV59XDErtmLifgN1iXrO/wA4Ryy4cjbubUZyk9oqqUDS8/b1qvK7d/87UJR/g5VVRb9OqX2uyQL27o5hfmh5JS2j38ggaBBn76IYetm/hRJDU1s8Mxa8aOciKRhGq1ZvS9uem1PVObty7eujmckjr/hcfqd7/KOK4JRwrWrJj3zAN+cbGI8H+cwBanpkxqU+fdhIIiP+oqv19xYDtkJr93WF6abEUNv8K6ZH2HHyCUWz7Uak/38cSnUUpEVSkbO+bO/qrXVX5+nhjDz6kCLe+8P6Veoy9uviQoLnYTEto99EJ0+5btc2bVOe/i6bdfndKwaYvb7pnW88oap3ZOa9Fm4aCnDr3v6QUDH9+UPSGhRq2URs1a3nbP6g+Gh5KSK3c6YVqvK3MWzjWhMD9grHXc0NwmtYbWiVsUy3EV4fcqCniqTcoNNVcQKL/CumR9hx8glFsKoSS6f0jtYygloqqUjRWjhs55pI8TiWM3rO/Xu+DyRlfe/HWfG7bN/DK99WHtHnhu2dsvx3J31r/wymk9r0xp1KzFbfdM63lFjVPPTWvRZuGgp9re/8yCAU9s/nxSpfZHxWVWaXT5jStGvhnLzREj6yd+EN2+XYzhJ1Rdq9urZw5vWWWSybW+5yL8DoFSKyn+006xDNkAht2xDllz8QOE8syDUx+l452UElFVyoLq1/+4ccPkcSYUZjc0COIqZrbo1S+tZdv8lUsSa9XLW7pw9n09qx53Wv1uV31x8yUVGjdvdecDX9zYvdaZXTMOaT/97r81ua5XxiHtirduCSWnLHj+0XrdrtTAijHR7VvnPfugl5crxvBLHN/a5MRPm1UfVsXZXJwTwvBbFKJW7myS+K9G6/GjIPyiwJA9Dz9AKM8CaHomF7yPGEqDqCplIJa7M6v7qdEdW8U47J4GQTg1LePQDglVqhVt3rRt1pfF27Yk1aybUL3W9jkzQ0nJKQ2bbp8zM75ytXCFtB3fzXQTkzMPPyqUkrptzozcRfMSatTKbH+Uqt0y7bPCDWvFGHZPVF2VZU1qv1Enfg75jh8YEX6Vb22VhIT3O8SaJ2zEGn5RYMiehx8glGcKyVW4cTHhZEqDqCplYMvXn027/RqCABF+ldrAer6IgIrjiuNo4Fs/cMJhVWs9zwlHbOBjrQlH1Abq+5QQY0Ih9X1rA8A4jjguv0nVtRSlpYxuU2tsfGGRV+wi/KqiQK9umP5809UEUX5RYMiehx8glGcKjkOPLGp1ojSIqlIGlg4dtOCFx8Q47H+MtRKJm9G05pAa7novz7UqCLuhEDLO+KMi7RJWocLPBYbsefgBQjln4aTH6HgHpUFUlTIwq99ta8aOciJx/CZVSojwPVVKiFBCFRHKgKiGlA01K7/bPPNTckzgG4TdKA44s0bim4dujwtywPATgZA9D98ilHMetOpKl2GIsNdEVSltXkHe9F5XbZs93YQj/Cq1gYiRUMhGoxgRxImLt15MgwAw4YgGvlpL2XCCwEtNHd+syuiK5BTnhxB+iVUc4755eOSMjFUE/FQgZM/DtwjlXADV29B9PImZ7DVRVUpb7rKF03pdXbx5ozgOu6c2iK9cvUGP61LqN96QNX7lyDcrdzyu1tkX5K1YuujlZ5Jq1q15VtfFrzwXy9khxlA2jLWOcRY1rfNqzfASLXCCQET4mVigh2WmfHz4tjibA8IPBZA9H98ilHMWkivTfTxVWrPXRFUpbZu/zJp2+zUiggi7o6po85v/kdq05capk+qcd/GCAY9nHnFM0cZ16S3bLnypf5VOJxZv3bx8+OvGcShjbmB3VKk0smXlieEC34u5CD/jq3m2TcKV1VcRKD8UQPZ8fItQzikYh25jqX8ye01UldK2cvTb3z7Y24mL51eoiuu2f3Rg7vIlC1988ojnhuYsnKcaxFWqHEpMXvvJ+5U7HDvniXuiW7c4kQgilDEnsBoX+ax13Xcy7Ca/MKT8RMxqi7Sk99vnV3W3oIb/CSB7Pr5FKP9i0OVlWl/FXhNVpbQtHPjE4lefM+EIv0qtrd/96uonn7Nj/jfVjj9t/aSxy995peoxp+StWlqxdfvirZuKt25xExLXTfooKMhHhDImqq6YFTUqDW2VOcvf4QTWIPxAUcCDrVJur7OKIOB7Aj5kz8e3COWfD8fcxfEPs9dEVSldqjPvvW3dJ++bUJhfpaqR1Iwqx5zoJqVUP+GMrTO/nPf0/WptWos2DS6+dtucrzOPOE5ENn0+ecWIIcYNsQ+ouoEWVUz/oGnmh2lBYbTQRfg/VkmNhD472tZyN4ChhIAP2fPxLUL5F0Dzc+k6AjHsHVFVSpX1vS9u6L5j7ixxXH6VBkGtsy+s3PHYHQvm1Drz/HnPPrgx+xMTiW9+8915yxaptRmHdgiKi4q3bVk06EkTCrOviLUmFJ7ZtObQmqFVXn5IVRD+I2q5oWHSk0034BeBQcBXshfgW4Tyz0LlFlwzAyfC3hFVpVQFRYWTLjwxum2LGMOv0iBIql23QY/r4ypW2pD9yeoPR9hYLLluwzpdLln8yrOhxOTG195mwpGlQwbsnD9HHId9SFRdy5YamUObpH8ZKbZezCBAYLVCXNx7HYLDkjZgBQFfyV6AbxHKP4WEdG5dTSiRvSOqSqkq2rwxq/vJfnGxiPBb1AYo4jo25plQCFUnPsGEQl5ujqoNJaWIcWK5O8Q4/BmcwMaSEqYcUued1Gi+H3WVEsWBPb926pBWa8XGEPCV7AX4FqH8UwgncPMKEjPZO6KqlKqcJQu+uO78IBZFhP8SfoUqJUT4nu4ixgBqLSDG8Ocx1jqOu7BulbcaVfguyA1ZRRHjjDgicmLqKlTwlewF+Bah/FMIRbh6NpWasndEVSlVW2dPn3bHtRJ4xoighhIqalFVa9WqRVVRRSkhSgmhhAgi7JfcwOZUzhjRvPLE+CLPi/kBJ1VNerfdjgTNwVeyF+JbhPJPwQlx6RRqHsneEVWlVGVP/u7Jf72dErYpEZtggjiJhW3U+EUaLaKoICJ+UkQSwsSHNM7RsAQugaO+BB5eNIgW2yBQRRUFBVQUEEAQ4f8oPySUPSewxMV90bT62zXc9bF8rPNy27juVdcQC8heiG8Ryj8FYzh/NI3PYu+IqlKq3n7366tvfDOwKoiCUkIQQBzHxMeHkiKSGJb4kEYcDUvgEjjqmcDTWNTFT0t0MpJMeoKkRGyyG8QZL4Ln+sUSK9LiAltUYLCOESMYUQMiKqqgqKJWrf4HFlBRUEoIAggi7AVRdS0r61d7q37yNKeweWI4+8j8JH8b2YvwLcJfxVmv0vpy9o6oKqVq8Guf3XbHMBARfk5VraKKgiogSglBABEjxohjcESMqAgGFRRVUKzGRUxGslsxUVITqBCxCU4QL15YY65XjFeohQWujSXFmcQwCWHiHBs2NkTgqG+shx/TWNT6vlUUVCmhiPI9QYQfUP5H+AHX2uKkxA8PrT0iIfbPZu7t1VcxeS6+IvwlKJz2HIfdyN4RVaVUDRo8tVfv4bILf4wCyi8QVFFFQRUFVUAUEEBKhMNOcpxJCEtCWOMcjRgbInDUN9bDj6kXTYlIxWSTkSgpEU0J2wTjRfBCNmq8Ii0utMWFRgPHYAQjGMGggoKiilpUrSKBJRSeXqfy520q/fuQjQ2++pwYCH8JCqc9x2E3sndEVSlVL70ytWfv4YKIsO+poiVAFUUUlBLCLoKIMeIYHMEIRhBUUEHRXRzRtCRTKcmkxUuFOE1yg3jjR4iFbNTEimxRgcSKEuMkKSyJIU02dlO1jMonVjx79WvG8xD+EhROe57DbmDviKpSql565bNevYeBiLDfUkD5KaGEKlZRUKWEIoBSQhBxDElxJiksCWHiXDUB5x2ee2f914z1+ItQOP0F2l3P3hFVpVS99MpnvXoPAxGhXLKKKgpRX1rUMsPPGtUwfhXKX4XC6S/Q7nr2jqgqpWrwa5/ddscwEBHKMWsJR8Jvd/ns5CpfEfAXonDGANr+jb0jqkqpeuvd6dffPFRVRYRySlUDE9fnxDX/aDEcP+AvReHMlzj0avaOqCql6qNxcy654tUgCESEcqrYM6e1LHrjpHeSJQflL0TBCF2G07QLe0dUlVL12RdLz+n6vOcFIkJ55AfUqBz+oMuHjeIWYvlrUXBCXDKR2kezd0RVKVVz5q494dSnolFPRCh3rFU3Ev/CWbO61ZpIwF+OQiiOq2aQ2Zy9I6pKqVq9ZvthRz5UWBgzRih3in3nlmM2PX7YSIIof0EK4QRuWk5SZfaOqCqlKi+vuFW7+7ZuKzBGKF9ivhze2Bl1+tvpbOCvSSEhnVtWE05k74iqUqpiMf+EU/vP+maN6xrKET+gUpo7rPOE9mnfYSllyi7CLsouwi9QEH6DgvB7KQh7wEKlJlw7GzeOvSOqSqmy1l58+eDRY74Jh13KC1UCE3nizCXXN/gQ36eUCcYBxQaUEAcxqI8qPySCONgAq5QwIA4lNOCH3Hg0IIjx2wTjoAEYSmjAbwqg0Wlc9AHGYe+IqlLaev9j1DPPTYpEXMqLaOB0a5/3cqc3HBuldClUqMmpzyEw9kaKtnHqc6TVY9IdrJmBAQEFC1VbceTdZPejeAfV27NyCu1uIiGdSXeBsouh4500OZeZA5n9KiUEhF2Un1JIq81J/Zn2FFUPJaESWX1REHZREH6BD0fexsn92WuiqpS25wdm/f2OdxPiw5QLUV9a1JSRnd+vHV6BpZRZqNSYyz8nPp1hndm+lCs+I1yBd05neTZGCaK4cfiW2h04502Gn0fNTrS8hBFdqFCbUBLLxlJCIbkql0xk7Zd8+iCFG6lQm2gO+RsQgxPBuMRnkLeeSBKhJHLXEkmh0Vmsnkqnf5CUycgLweAXUiKUSBDF+vyEB2e/QLvr2WuiqpS2seO/O7/7IMcxIhzorCUhKf6tLp+fkPEZAaXPQqUmXPg+Tpi5Q9mxkk59EMPHt9LsAnJXM6kP549g20KWjuWsV5jch8P/TrW2fD0AEeLS+OAKfHY5+i6OuZedK5n2DM26Ek4iPoMvHmHDLDoPJXc1qXXIWY0fo8ohTHuGhe9x3lCy7qHR2SRUZPEYOvbm3bNIqspZgxlzOWtm4PAjauj2IQ1PY6+JqlLavv1uTZcLB27clOs4hgOZgmdD/zhx1T9bjSCgTFjIbErXEWxbiBtPNJ9wAik1+fQ+Wl7CzlV80pPuH7F1Pgvf45zXGdWdBqfTuDPvdaP9rSRUYkJPanbC+uSu48wXmfs2371N9faIpcMdbF/M189xwSgm9SGUwHEPMPICmnQhtQ6T+9DlHT7pRf2TSazE5Ls4fzTTniK5GnVPZPi5FOUg/H8WkivRbTxVD2WviapS2rZtyz/vooHTpq+IRFwOZNHAnNXGe+W4Ycl2C2XEQmZTuo5izmu0uZpwMl8/R9MuTL2flpeQs5JxPekxns3fsWg05wxh+HnUPp6m5/HWaZz4GPHpfPsaJz6GV0jWvRx7P7MHsW46xz9CwQYqH8LWBcwcyNmvMfJCKtTmhId59UgOu5maHZnch3OHMuF26p9CUlWGd+WUJ8lshRNh0Wg+fxKHHwmgaiu6jyO5GntNVJXSpqrdLn151OhZ8fFhDlheQPXM8AfnjWmSsBhLWbFQuTndxjGpNx16kVqbD67hpMeZeAeNzyWjITNf5MTH+G4oi96jy7u8fSa1OtHxTsbdQuOzSKjEqIuIr4haVOkxkenPYlw63sW46zniDgo3M+1pOg9lRFdSa3PCY7x8OB1upeaRTLidriP4+BYanE5KdYaeQe2juPB9vALePJktCzD8iAdNz+DC9zEOe01UlTLwr4c+euTxcaGQwx8Si/nGiOs6qsRivusaxzH8mO6CMcKPxWK+McZ1DXvBWsJxkQFnz76g5kR8ypBCSg063sk3r1LjCFKq8c2rHHYT37yKG0+n3uRvIZrD5jmsn8FhN/HVk4QSOPYBNs+hYBOhBL58goBd4pI4th9LP2bHMo76JyZE/nqKc1g2jtZXMO1ZEivSvBtZ91D/VDIaMfct2t/KnCFUPoT4dL54HDfM1TPYtpgRF6IBwo9YOLYfx9xLaRBVpQyM/2TeRZe+ZAMrIuwJVXVd5/wubdev35n16eKkpMgFXdp98+3qWd+sMUZUARURVU1MjEtKCm/Zkq+7AAqEQk7Xc9suX7n1q2nLjRH+EIWoDd18zLaH2w4LBYWUNQUfHLCg4IIPDrsIKARgwIAPLigIuwTs4vL/eeDw/wUgYCAAFxQCCEEACg744ICChYq1aX8LLbox/u/MHYbDjygYQ/fx1DuJ0iCqShnYtr3g0A4PbNte4BhhT6hqXCQ0/oNbvpq+ouedw2vWSP34g7+/+PKn/x4wRVUdxwj4gXVd5+knLti0Ke/+hz8UYwQ1xnien5qaMPa9W8Z9Mvehx8a5ruEPiXp0bKSjznw7Vbai7I8UhNJkIa027W5i6wLmvokfQ/gRhYQMblxMfDqlQVSVMmAD7dJtwMcT5odCDntCVeMioY/ev3n2N6v/cc/o6tVSR717/YBB2c8PyurS+dBuF7QX4ZXXPy8oiA555cqdOwtvvu2dnTmFPW89MSkxMvSd6RMnL/hg5E0fT5j38OPjXdew5/yAzIz4t86dckTKdCx/IQoBCDj8ggAankT3cYhDaRBVpWz0f3ZC7z6jEhLC7AlVjURC74+4oUWzahs25YZcU6N62u29hy9YtHHwi5eNGj1bjJx1esv+z0y47ppj1q/f+cRTE/r0PnXr1vy589d3u+Cw2+4Y9s+7z5yStfDhx8e7rmEPKVgJP3Xmwmvqf0jAvqMQsIsDAhYsCDjsEoCCAwIBCBj2NQ9OvI+j76GUiKpSNiZnLerabaDvByLC76aqcZHQh+/dtHFT7ouDP62UkfTgfec+/tTHoZBz1eVHHn3iEyKSPeH2N9766pijGs2YuXLEe7PGjLxxxcqtmzbltmtb56HHxl528RGTsxc98vh41zXsoWLf6d6haNBRb4b8fPYZhYSKNL8QJ8L8d8lZR+UWNDmXrfNZ8B7G4ZBLSarK7MHkbqDZuRRsYfVnCPuOghPHRWOofxKlRFSVsrF1a/65F7zw9axVkbDL76aqcZHQuA9u+fzLpX/vNaxmjbRJ43o+/2LWlq15/689OIGzqe4fOP75nXPPuXcWjCHLZA9RkSaS/U+2yi5L1kqinuqfengsldanEon+EVkiMZaUiQqJ4i8pNdasY5sYhhnLbPfec873z/Pq/3peL49h1Nw7i/t+j/tn9789s0DX1MS3e419Nb5Pr7uOHE39cOb6mdMGrFy969u1u2+7LWb1N7ven9z3mzW//XPcVy6XxrXw2er2qvqiDksruQ4hBImAGUHnOUTGoOmk7GDjODrNQWwiy7PuRc4n0WQUvvOcSGDrXNpPYu0LnNiBRvBYUCGWfqsIK0UeUSJCwAwbvmjq9O/cbhe5JiIet7Fk4dAtWw6NGbvsxpgSS+MenzF7w6KlP7/yYud7WtZSSi3/ctsb474eM/K+bl3ueOHlZWFu44mh/2VZzoHElLGvxr87vte67/aMf3e1y6WRa7aDx2PG9djY+oaN2ASPDVUa0zWOdWM4dwxfOqVq0uJl5t1D09GYxdi9lFt7k34cfyYZKegma19DB43gseDuJ7j3ffKOEhECZs3a3d17f+A4jlKKaxHmMWxHfD5LKeXxGJZle72WrquY8lHA78fO2LaEhxtlyxQ/dTo9PT27XNnikZGeI0dT/X47PNy0LMfvt8k1EXGU5/n2v4+svQjLIphsuLU7neeQsgPdZNcSrCxiBzO7KU3+QfkGrHiMhs8QUYa9X1CzIz+MB0XqXrLSUASDgKbR52uqtSHvKBEhYNLTvY2av3nw8Cld17gWIgIopQDHEXURIuKIIGiaphQi4jiiaeoCx5ELNE1dICKAUopcy/Zr99+ePeeeuGLqDEJQ2XBLFzrNYnEPwkvR4iX2xFOzI7Ob0Ox5yt1BXCf8Weg6DYfhKYHupkxdUnaw9nn8mSgCzoHoKgzZjhlJ3lEiQiCNfH7pO5NWh4WZXDsRUUrxLyKAoJQCEUCUUoAIIEop/izLplI59xcPrKhu7sIh2BwoV4fey1n/GrpJ7BB+eo+mo1n1HLGDOXeUFUOxHUpVo814fpxMk5Hsjad2N+If5sxRNALOgkZP034SeUqJCIG0fsO+B/pMy8z0aZriWjiOGIbuOHKBbTuapkzT5fVaImIYutttZGZ6AU3TTEP3+iz+FMcRwxM+tVNCr4orscgnLpqNpt7DOBY/TyFhNm3HU60tmadZMYSjm9EUzUaBxsYJdJhKiSqcPcTXT+JNRxFYAkYEvT6nWmvylBIRAikz09e7/4crv9npcRvkmtdrNbq72jNPtX7jrS9/2ZpUtXL034e1rVunwrLlW+d9smnoY80bxFZZuOTnTxZuHvxwU7fb9cGH36uLuFbZtj6sZcqbdy7Byia/CCgoXhERziVxgW5QohJZqWSmoUB3US6WtANknCayDOXqcSKB9JMoAs6CGq3oFY8RQZ5SIkKATZ+5ftiIhbqmKaW4GhEu6Nyh7phR998YE9Wp2/ubfkqcNL7XrbVjPv8ioc09t8xfuLn/gw03bU6sW6fiS6/GvzC6w8T3vvlpyyHDpXONfJZqVNv49L75JZ1j5DvhIsVFAgIKFH9wQIECAQc0UAScgECHqdw5lLymRIQASzl1vlGLt5KTz+q6xtWIiGm6/vFcu9Kli7VscfPAQbMPHkpZtuRvh4+mbtlyOGH70cOHT0+a0DvtTEb6ed+BxJMRke7nxy7TdWWaLq6F36ZstLG42zf1i2/FIeQyHChRgSFbCYsmrykRIfBGv/jZ+Imrw8IMckEpBXJnbJVZ0wb0f2TW8eSzKz57KivLl7At6a76lZ94ekF4uHnnnZV37jzW78GGCxb9VKVyqf2JJ79du8dxRClyQwRHc7/TOfGxqsuwLEIuyw/Nn6P1eAJAiQiBt2Pn7517TElOPudyaeSC3281a1pz+vv9BgyaffDQqRWfPbniq+1vT1y14dsR02esnzz1W01Tw55uXb5sCdN0lS1b/IbSkaNe/Cwh4ahh6OSC13b1a5QxrfEc3c4m5LIcCC9J31XE1CcAlIgQeLYjTz+7YObsDW63QS5Ylt28Wc05Mx7qM3Dmxh8OTJnct16dCl+t2tGn913Dhi9a/uX2mjXLvvV6t7cnrBz8aPODiSnNmtR4c/xX677fa5oursbrp24V/dPO8RWNAziEXJ4FsQPpOAPNRQAoESEotm5Latfx3cwMn9IUV2PbTu1a5Yc82nzKtHW7fjtetUqp4c+2q1Kp1LIVW+fN/zEry9fzgfpVKpcaP3FVl071BvZttD8x5a3xX586naHriityHCKKhS3osall1HfYhFyegDuSh9ZTth6BoUSEYBk0ZM68uB89boNcsG3H67M8bkPTlG07jiOmqXu9lmG4lKJkVHi215+R4VOK0qWLnT+fnZ3t1zTFFYlgifFC+6RRty7EIiRHFtR/hI4zCRglIgTLrwlHuvacmnIq3eXSuEYigCil+BfHEUDTFGDbjlJK0xRXk23pXepbM1suirROEJITByJK0XcV5WMJGCUiBIvjyMgxSydPWWO6DUWw+W0qlfPEd4uv6d6NEJIjCxoM5v6pKJ2AUSJCECUlpbVsP+F48lld0wgix8H0uKd33dY9ZiUWITlyoFgZHtpAdA0CSYkIwTXh3dVjxn7udrsIFgGfY/53q7TX6sUZdgYhV2BD27doPIIAUyJCcKWcSu/db/rGTQdM00VQZPtpVlstvX9+cSeFkCuwoUpTei0jLJoAUyJC0K1e81vPvtNs21FKEWCWTdkbwhd0+65h5A/YhORIQDPo/QXV2xF4SkTID8+OWDxl2jq320UgCYhmTuq095Gq8ViEXIkFDQbTYTpBoUSE/HDkSGqXnlN/233MNF0ETLal92/q/aDRxy7rPCFXYEOpm+j7NdHVCQolIuSTZcsTHh48x++3NU0RAD5LxVY3FnZYWkFLRAjJkYBu0j2OWl0JFiUi5J8Roz+d9D9rPB6DvGY7EhbuWdRzU8vo9diEXIkFjZ+h3USCSIkI+efU6fT+D89c9/1e03SRd0TE0Txj708eXnMBfouQK7CgWnN6fEp4aYJIiQj5asuvh7v0mJKamulyaeSRbL/WMdb/Uav5kZKGEJIjB8JK0m8lMQ0ILiUi5Le5n/zwzN8X+Xy2riv+MsumckzY8h4rquk7cAjJkYDm4d5J3PkYQadEhPxmWfarb6wYN2GVYehK8Vc4jphh4dO6bnug/FdYhFyJDU2H0/J1dIOgUyJCAeD1WoMfn7t46S+mqfMXeC39ubapr9dbiD+bkCuwoU5PusxFd5MflIhQMCQnn+szcMaGjfvDwgz+FK+lmt7m/rT9/BJ2EiFX4IeqTei5lIgy5BMlIhQYe/edeHDAjJ2/HXObLq6R36Z8affibmtiI3/BISRHFtxQgz4riK5B/lEiQkHy85bDDz/20b79J9xug1wTwdE9k7odHFTxcyw/ITmxoGQlun5M5ebkKyUiFDA/bk7sP2h2UlKqYbjIHa/tGtg0a+rdH2lWFiE5sSHqRrovoGIz8psSEQqelat3Pv70/GPHz7hNF1fj9VPvJuPTzstu1PbjEHJ5FkRVpMssqramAFAiQoH03fd7hzw57/CR06bpImeOQ2TxiLhem1pErsUh5PJsKBFDt/lUbkHBoESEgmrDxv2PP/XJ3n0nPB6DyxHBwhh777F/3BKHXwi5LAtKVqTTTKq1ocBQIkIBtm170qChc7fvSHK7Df6D19K6NZQZLRaG+5MJuSwLyt9GRBSCyQAAA1JJREFUp1nENKAgUSJCwbZ7b/JTw+K+X7/X7XYppfh/fpvKMWHLu39xk2sXQsilBGyo3ooO0yhZnQJGiQgFXmpqxvDRSxYu2aJA0xTgOOIOD5vRfUeXMl9iEXIp4aI6/bj3PTxRFDxKRCgMMjN9Eyd/M+6dlX6/bRi61zGebXvulToLXFY6IZdwQEGTUTQfgxFBgaREhMIjbtFPL74Sv/9gaptY9+L75he3ThByCRtK3Eir17l9IAWYEhEKlV8Sjk5458sny81oVPxnhJB/E7ChalPaTaJ8LAWbEhEKG/Glqw2vs+k9fBnohFxkgxlBwydpMhJPFAWeEhEKqT3L+HY0ybvQQOP65YADZW+h1WvU6kohoUSEwivjJBvH8essMtPQuR7ZEF6SOx6h8QgiylB4KBGhsDvyv3z3MomrEdC5XtigoFprWrxEpSYUNkpEKAIsL9s+ZuM4UvahgUZR5oADpavTZAR1B+ByUwgpEaHISD1Awkx+mU76aRRoFDUOCESWJnYw9R4hujqFlhIRipi0g2yZwvY4ziShg6IoELAhqgJ1HqT+40RVpZBTIkKRdHIH2+aSMJP0VAR0UBQ+AjYoiCxJvUepO4Ayt1EkKBGhCDuTyPZ57P6C5J+xQAdF4SBggwvK1adWJ+r0I6oqRYgSEYq8zFMcWc+2jzm4iqwMBHRQFEQCNijwRFC1Dbf3p1JzwktT5CgR4TohDqf2sP1jDq/nRAKZ6eigQJH/BARsiIik7B1UakqdfpSuhdIoopSIcL3xpZOcQNJG9iwj+Vf8WViggQaK4BFwQEAHI4xy9bi5CxUbU/YOzAiKOiUiXLdsP2kH2P8lv/9I6n7SEkk/gwINFH9Q5A3hDwIOCERGUbIapWoQcxc33Ut0dXSD64YSEUIuyDhJWiKn9nB8M0k/kJaIPwvxYwsOf1CguEhxkeJSwkXCRQLCRQI66ArNwBVGVDUq3E1MA0rXpmQ1IspwXVIiQsglbC++TM4cJHUfqXtJ3c/5Y3jP4s/En4EvA38GvkwcLqWBGY4RgRmBEYEZiVmMyPJEV6fUzUTXIKoqZji6m+ueEhFCrsqx8J7Fn4kvA38Gvgz8GTh+/k2BoLkwIjEjMCIwIzAjMYuhuQj5D/8HzCpG5uCn7fEAAAAASUVORK5CYII=" 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "logo", "confidence": 0.9973581433296204 }, { "class_name": "icon", "confidence": 0.0013418776215985417 }, { "class_name": "stamp", "confidence": 0.0007251431234180927 }, { "class_name": "other", "confidence": 0.00017439163639210165 }, { "class_name": "page_thumbnail", "confidence": 5.7034441852010787e-05 }, { "class_name": "engineering_drawing", "confidence": 5.133395825396292e-05 }, { "class_name": "calendar", "confidence": 4.3477706640260294e-05 }, { "class_name": "signature", "confidence": 3.984924478572793e-05 }, { "class_name": "full_page_image", "confidence": 3.803304207394831e-05 }, { "class_name": "flow_chart", "confidence": 3.0264805900515057e-05 }, { "class_name": "table", "confidence": 2.136272087227553e-05 }, { "class_name": "photograph", "confidence": 1.7445923731429502e-05 }, { "class_name": "screenshot_from_computer", "confidence": 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The chart is divided into three segments: a large reddish-brown segment representing risk level 5 at 58%, a dark blue segment representing risk level 4 at 25%, and an orange segment representing risk levels 2 & 3 at 17%.\n\n| Risk Level | Percentage |\n| --- | --- |\n| 5 | 58% |\n| 4 | 25% |\n| 2 & 3 | 17% |" }, "classification": { "predictions": [ { "confidence": 0.9999827146530151, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 9.365775440528523e-06, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 5.82322309128358e-06, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 4.019115920073091e-07, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 3.509047132865817e-07, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 3.2366617119805596e-07, "created_by": "DocumentPictureClassifier", "class_name": 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9999827146530151 }, { "class_name": "bar_chart", "confidence": 9.365775440528523e-06 }, { "class_name": "table", "confidence": 5.82322309128358e-06 }, { "class_name": "flow_chart", "confidence": 4.019115920073091e-07 }, { "class_name": "calendar", "confidence": 3.509047132865817e-07 }, { "class_name": "icon", "confidence": 3.2366617119805596e-07 }, { "class_name": "logo", "confidence": 2.779553653908806e-07 }, { "class_name": "other", "confidence": 2.014643882830569e-07 }, { "class_name": "line_chart", "confidence": 1.6236418787229923e-07 }, { "class_name": "full_page_image", "confidence": 8.170952270347698e-08 }, { "class_name": "page_thumbnail", "confidence": 7.836016635565102e-08 }, { "class_name": "screenshot_from_computer", "confidence": 5.447785511591974e-08 }, { "class_name": "geographical_map", "confidence": 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure is a bar chart titled \"NON-CORE EXIT TIMELINE ($ in millions)\". It displays the projected exit value in millions of dollars across five time periods on the x-axis, with dollar values on the y-axis ranging from $0 to $100. The bars are orange. The data points are: Q1'26 ($54 million), Q2'26 ($88 million), Q3'26 ($38 million), Q4'26 ($10 million), and Q1'27 and beyond ($32 million).\n\n| Time Period | Value ($ millions) |\n| --- | --- |\n| Q1'26 | 54 |\n| Q2'26 | 88 |\n| Q3'26 | 38 |\n| Q4'26 | 10 |\n| Q1'27 and beyond | 32 |" }, "classification": { "predictions": [ { "confidence": 0.9993540644645691, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0004900518688373268, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.00011339596676407382, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 2.746145946730394e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 1.0138758625544142e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.4949264368624426e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 8.283741976811143e-07, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 6.724616241626791e-07, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 6.711539413117862e-07, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 5.395178277467494e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 1.3675690979653154e-07, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 1.2416474248766463e-07, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 9.738498363276449e-08, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 8.81432669075366e-08, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 8.101141446559268e-08, "created_by": 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" 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{ "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A donut chart illustrating the composition of 'Collateral'. The chart is divided into four distinct segments representing different categories of collateral. The largest segment, colored brown, represents 'Mixed use' at 73%. The remaining segments are 'Multi-family' in dark blue at 12%, 'Land' in orange at 11%, and 'Other' in green at 4%.\n\n| Category | Percentage |\n| --- | --- |\n| Mixed use | 73% |\n| Multi-family | 12% |\n| Land | 11% |\n| Other | 4% |" }, "classification": { "predictions": [ { "confidence": 0.9968710541725159, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.001000763033516705, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.0007442733622156084, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0004620888503268361, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.0003610914573073387, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.00015397873357869685, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.00014122338325250894, "created_by": 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" 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" 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The image displays a waterfall chart titled 'QUARTERLY REO MIGRATION (in thousands)'. The chart tracks the changes in Real Estate Owned (REO) balance over a quarter. The Y-axis represents values ranging from 600,000 to 700,000. The chart begins with an orange bar for the 'Beginning Balance' at 648,273. It then shows a positive orange bar for 'REO acquired via foreclosure' (+22,114), followed by two downward-moving dark blue bars representing 'Liquidations' (-18,135) and 'Depreciation/Impairment' (-16,739). The chart concludes with an orange bar for the 'Ending Balance' at 635,513.\n\n| Category | Value (in thousands) |\n| --- | --- |\n| Beginning Balance | 648,273 |\n| REO acquired via foreclosure | 22,114 |\n| Liquidations | (18,135) |\n| Depreciation/Impairment | (16,739) |\n| Ending Balance | 635,513 |" }, "classification": { "predictions": [ { "confidence": 0.9996050000190735, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.00024994020350277424, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 7.770437514409423e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 4.56775123893749e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.739921026455704e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 1.189987870020559e-06, "created_by": "DocumentPictureClassifier", 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"created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 4.228197525435462e-08, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 2.3218113653911132e-08, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.2232145962798313e-08, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.072947153346604e-08, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 4.976950407353797e-09, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 4.966566269359873e-09, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 2.9119910927022374e-09, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 2.5924593582971056e-09, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 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" 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" 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" 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A high-angle, wide-shot photograph of a sophisticated, modern restaurant interior. On the left, a long, curved, dark-upholstered booth bench follows the wall, with several square dining tables arranged alongside it. Each table is set with wine glasses and cutlery. To the right, individual dining chairs with light-colored woven backs are paired with matching tables. The ceiling features a distinctive, undulating wave-like structure made of dark wood slats, illuminated by recessed lighting. Large floor-to-ceiling windows line the far wall, revealing a bright exterior view. In the background, a bar area is visible with warm lighting and a tiered structure. 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" 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" 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "logo", "confidence": 0.9973581433296204 }, { "class_name": "icon", "confidence": 0.0013418776215985417 }, { "class_name": "stamp", "confidence": 0.0007251431234180927 }, { "class_name": "other", "confidence": 0.00017439163639210165 }, { "class_name": "page_thumbnail", "confidence": 5.7034441852010787e-05 }, { "class_name": "engineering_drawing", "confidence": 5.133395825396292e-05 }, { "class_name": "calendar", "confidence": 4.3477706640260294e-05 }, { "class_name": "signature", "confidence": 3.984924478572793e-05 }, { "class_name": "full_page_image", "confidence": 3.803304207394831e-05 }, { "class_name": "flow_chart", "confidence": 3.0264805900515057e-05 }, { "class_name": "table", "confidence": 2.136272087227553e-05 }, { "class_name": "photograph", "confidence": 1.7445923731429502e-05 }, { "class_name": "screenshot_from_computer", "confidence": 1.4908576304151211e-05 }, { "class_name": "music", "confidence": 1.4900276255502831e-05 }, { "class_name": "chemistry_structure", "confidence": 1.2649077689275146e-05 }, { "class_name": "geographical_map", "confidence": 1.1979789633187465e-05 }, { "class_name": "screenshot_from_manual", "confidence": 1.1918923519260716e-05 }, { "class_name": "line_chart", "confidence": 9.38510856940411e-06 }, { "class_name": "bar_chart", "confidence": 7.691936843912117e-06 }, { "class_name": "qr_code", "confidence": 6.971627499297028e-06 }, { "class_name": "bar_code", "confidence": 4.455756425159052e-06 }, { "class_name": "crossword_puzzle", "confidence": 3.7898621485510375e-06 }, { "class_name": "scatter_plot", "confidence": 1.5685781136198784e-06 }, { "class_name": "pie_chart", "confidence": 5.962287445981929e-07 }, { "class_name": "topographical_map", "confidence": 5.912532401453063e-07 }, { "class_name": "box_plot", "confidence": 2.1072578704206535e-07 } ] } ] }, { "self_ref": "#/pictures/26", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A pie chart titled \"COLLATERAL\" illustrating the distribution of categories. The chart is divided into five slices: 'Other' (yellow, 45%), 'Hotel' (orange, 17%), 'Eating Place' (dark blue, 17%), 'Retail' (brown, 15%), and 'Doctors' (dark green, 6%). The slices are arranged clockwise starting from the 'Hotel' slice at the top.\n\n| Category | Percentage |\n| --- | --- |\n| Other | 45% |\n| Hotel | 17% |\n| Eating Place | 17% |\n| Retail | 15% |\n| Doctors | 6% |" }, "classification": { "predictions": [ { "confidence": 0.999971866607666, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 1.6505397070432082e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 4.792408617504407e-06, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 2.0239012883394025e-06, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 1.105436240322888e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 1.0171293070015963e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 9.644544434195268e-07, "created_by": "DocumentPictureClassifier", 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"created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 2.473665183799767e-08, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 2.3106181856746844e-08, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 1.131783644581219e-08, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 6.6979137791634e-09, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 4.918069951287407e-09, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 2.481484795424649e-09, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.1345344663737933e-09, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 1.1234573271678983e-09, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { 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" 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" 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" 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "logo", "confidence": 0.9973594546318054 }, { "class_name": "icon", "confidence": 0.0013420559698715806 }, { "class_name": "stamp", "confidence": 0.0007240049308165908 }, { "class_name": "other", "confidence": 0.00017421797383576632 }, { "class_name": "page_thumbnail", "confidence": 5.702130511053838e-05 }, { "class_name": "engineering_drawing", "confidence": 5.129664350533858e-05 }, { "class_name": "calendar", "confidence": 4.3488089431775734e-05 }, { "class_name": "signature", "confidence": 3.975201252615079e-05 }, { "class_name": "full_page_image", "confidence": 3.802130595431663e-05 }, { "class_name": "flow_chart", "confidence": 3.028624087164644e-05 }, { "class_name": "table", "confidence": 2.1365152861108072e-05 }, { "class_name": "photograph", "confidence": 1.7429731087759137e-05 }, { "class_name": "music", "confidence": 1.4904118870617822e-05 }, { 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This is a waterfall chart illustrating the changes in GAAP Book Value Per Share (BVPS) from Q3'25 to Q4'25. The chart starts with a solid orange bar for Q3'25 GAAP BVPS at $10.28. It then shows downward adjustments represented by lighter orange floating bars for Net Income (Loss) of $(1.46) and Dividends of $(0.01). A small upward adjustment represented by a solid orange floating bar is shown for Share Repurchases of $0.04. The chart concludes with a solid orange bar for Q4'25 GAAP BVPS at $8.79.\n\n| Category | Value |\n| --- | --- |\n| Q3'25 GAAP BVPS | $10.28 |\n| Net Income (Loss) | $(1.46) |\n| Dividends | $(0.01) |\n| Share Repurchases | $0.04 |\n| Q4'25 GAAP BVPS | $8.79 |" }, "classification": { "predictions": [ { "confidence": 0.9993005990982056, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0006404849118553102, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 2.9151944545446895e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 1.1477240150270518e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 5.724345555790933e-06, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 4.017988885607338e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { 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}, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "bar_chart", "confidence": 0.9993005990982056 }, { "class_name": "table", "confidence": 0.0006404849118553102 }, { "class_name": "line_chart", "confidence": 2.9151944545446895e-05 }, { "class_name": "screenshot_from_computer", "confidence": 1.1477240150270518e-05 }, { "class_name": "pie_chart", "confidence": 5.724345555790933e-06 }, { "class_name": "screenshot_from_manual", "confidence": 4.017988885607338e-06 }, { "class_name": "calendar", "confidence": 3.1771940030012047e-06 }, { "class_name": "full_page_image", "confidence": 1.55319696659717e-06 }, { "class_name": "other", "confidence": 1.307035290665226e-06 }, { "class_name": "engineering_drawing", "confidence": 6.377055683515209e-07 }, { "class_name": "page_thumbnail", "confidence": 4.3524377701942285e-07 }, { "class_name": "flow_chart", "confidence": 4.110047768790537e-07 }, { "class_name": 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents a stacked bar chart comparison of two metrics, 'Debt Balance ($ in millions)' and 'Leverage Ratio', across five categories of debt. The chart is organized into two vertical columns corresponding to these metrics. Each row represents a debt type, color-coded and labeled on the left. The categories, from top to bottom, are: PPPLF (yellow), Securitized Debt Obligations (green), Non-Recourse Secured Borrowings (red), Recourse Secured Borrowings (dark blue), and Corporate Debt (orange). A red dashed box highlights the bottom two categories: Recourse Secured Borrowings and Corporate Debt.\n\n| Category | Debt Balance ($ in millions) | Leverage Ratio |\n| --- | --- | --- |\n| PPPLF | $9 | 0.0x |\n| Securitized Debt Obligations | $1,175 | 0.8x |\n| Non-Recourse Secured Borrowings | $1,707 | 1.1x |\n| Recourse Secured Borrowings | $1,082 | 0.7x |\n| Corporate Debt | $1,375 | 0.9x |" }, "classification": { "predictions": [ { "confidence": 0.8273566365242004, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.07689475268125534, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.03990476205945015, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.02161581441760063, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.01807275414466858, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { 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"class_name": "chemistry_structure" }, { "confidence": 0.0002127671177731827, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 0.0001990795135498047, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.0001435245794709772, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 0.00011658298899419606, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 8.567784243496135e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 6.792797648813576e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 5.347483238438144e-05, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 4.262885340722278e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 3.3414009521948174e-05, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 3.200368882971816e-05, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 2.615936318761669e-05, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 5.927583970333217e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__read_by": [ { "reader": "set-of-mark", "produced": [ "4618c3668001719e-p14-t1" ] }, { "reader": "ade", "produced": [] } ], "quber__figure_job_id": "parse-01m1xyr8yssd9520ghkqrwtmk2", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0" }, "label": "picture", "prov": [ { "page_no": 14, "bbox": { "l": 46.39448547363281, "t": 518.5822677612305, "r": 396.3624572753906, "b": 38.12109375, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { 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" 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" 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" 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" 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" 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" 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" 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" 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oQCJGQF27RsnjYzxW6aIjx/MXv4qPETRr/wcI/uANZteX3nzl1vbV0fWyMGkJ2792x+bceqjPQmjRIJaohQK1EffvJZ6pz5i+am3tmlM4CL2Tljp0y/lHMpZdL4AX37aECoRQQQVPMFAk88/ULzJklzUmcogUCDqKIhFIBQhCgpLCkZM3lqu9ZtkyeMBvDBkWPzFi1duXBuh/ZtAeQXXB01eUZ+fl5cTISmQFvFJSVNmzebM31a/Tq1AExKme3xetdnLlNCEiLiDwSGvzCubetWyRPHANCkEjn22eepaekZ89M63XoLgGmz5l+5krt2xZKwMCcgF7Oyxk2dOXRQ/4F9+xBaqABQ8E8CAhCSACxSiQYVtGbIA3FA2XVFjrhqgGaoJMuMqM+gJ3TtJ1vdW0NXf7RKLjqbPhAqvkQdNGq30iU5ygxT4bVCFQWGLQp2J/3Fhj1alKIIqERwPZLT09KzL+c+8+SwDZu3FRYXp06Z2OGWNk6Hg5qiZOeuvRkrM19dv84d5gQpAEm73VYrPl6JEiWbt+1YvXHTX/58R634eCXIysk9euyzudMn9+nZA8DOPXs3vfbmqoz0pkmJIDWgQIh6a8+769ZvXJaR3r51S2qKkgXLMk+cPLlm2aLa8fGoQkDwTyGtJ06b6SuvWLNiic1QBCACEJpQSkjCEjGPfvrZizPSOt7SrnHjJFiWt8K/e++7Tz8xeOzIZ5UgP//qyBenRUdFdrr1FiukRaR+3TpdOt1WMz4W1BA1KWW2x+tdn7lMCQANKH8gMHzk+HatWkydOIYgoEDOX7py174DfR560O1wQKlTP54+c/pM5pIFnTu2B3AhO2vclNShg/oP6tsbJETwG+IXAhIQkgA0IbAIRV9x+dm/hTX5s4YVvPyts2EX+gtD+d8bCX8Sf7kuuazqtqW/hP4iW3QzqzjL8nvN2q1C+T9KsMysf5u/4Kxoba/bvvyno8oZ5U5oTwBiCK5HgtNnzS8tL8tcsujUD2dfTEm99647Jo0brZSQUEp27tq7NDPzyMH9LrsN19FaK6WKS7zjp8+8kpNXq1ZcSFNpbTPVhZy8ti2bL02f43DYd+7eu2nbG5mLFzRplAhqCADlCwQmp8wuLi5avXxxTGQENUXJ8rXrT3z9Tebi9BpRUfgjm1/f8dLLGzety2zTqrkmKFCkiJSVlRuGcjntGpI6P+PYp58n1E/QVhACU5nFXk8wFHhj4/qY6Mj8/PxRE5N79uj+1OOP4TrUIRGBGJNSZnu83vWZy5QA0IDyBwLDR45v16rl1IljAAJyJa/g6dETbKYZEeGmJgHDUBcuZD/0YPdpk0YL5EJ21rgpqUMG9R/ctzd+j6SIaFKJCElU0aRAAwyWlv/0N3ejPwUristPvhPTdYTv7OGKo8sjBrxknfug4h8bYx7fUH7indCFY2GPLAt8+brvyo/xw7YUfrhCKoqjBqwp/+GgoRHRfmDZuY9UeA1nnQ6wKIoiCtexyBmz53tKS1ctmm/azLd371u8at2ksSMHPtKT1CLqrXf2LFu9+siB/S6HDdchtYj6+PMT02enpSVPbd++rUUtgCnqvQ+Prlu/adXi9PZtW721e/err+1Ys2xxUoP6qFZaUbnl9R1bX3tj0rjRgx7tTRKgiFqxZv3xr79elZEeGxONP3IxK2vk5OlxsbHzZk5pUK8eqhUUlSxZsapWXNz4MSNzrlwZ8dyowQP69X24Ny0tCoYYp77/Ydqcucnjx/Tq8UBefsGoick9H7xv+BNDQEAAEACJKiIyMWWWx1v68qolphL8Qvx+//CRE9q1bjF14lhUe/OvezZt3Z4+a1qTxkmWhggE3PrGzl3v7t+5bWN8jRrns7LHT5nxxJBBAx7uid+zLOvUt9+VeEqbNW0kJAGQQdDQDAaLfrJF1FWOKCIEHaQ4WXE1UHDWXq9DIOtY4PThiD8/W35sTeDCp+5HM5F/2l90OeLuMaGiHOqQo3ZbaksUAAPQwaKLcEbb3PEARQz8E2GR02bP9XpLVy9ZYJqGZeklqze8+957C9Nmdu3SGcCOd/bMzVj6/NNPOUxTgxBFzQi3q0/PB91ud0raguyLWZvWrnC6XAABAVDs8fQf8tRDPbpPGv3823v2rFjzSq8H7o+Niw1aLC0p+vLk11mXcoYMHPDCM0/ZTYP4hYgszXzpxMlvVi9dGBsTjT9AQI78/fM56YvspurV44EGdetfLby2/9Dh/PyryRPH93mo+yvb3nj7r7teWpGRlJiI3/iDoZETpihD1ixZWFzieW7s5F4P3j/if4aSFBFUIyAgIOOTZ3q83lcylxuG4Bfi9/uffH5cu9Ytp00eB6CsrHzslOk1YmIy5qUqEfzmux9OvzBh6qgRTw4e0Pd8VvbYydMSGzZo37a1pTUgAIW4p9ud9evV3bh5C5XZvFlTIQlAkxSgouDqe2nhHfq7E7sUf7rSXrOVu3kvf95XyhllxiTBKlMwtXJpXwEry8zIRBgh6iCUG6EKf963jrgWllXu+WRdRIdBtrjGBbumhrfp6W75IAABQAFAgVBrzcyXN5ZVVE6dMFoZhgBer2d+xnIxbDMmj4+IcH9w5OPM9ZsMEVATQhFaVs24GovSUg1DpcyZf+9d3fr37aU1RUgoCITW+s2vnz59JmP+7E8++8e6zduDvkqLhEi405aUmPRgjwduv/UWm6FIEJBqr7351+/OnEmeMCY6MgJ/hBqi8O0PP+7YtefTvx8v9hRHut0dO3QYOmhAx/ZtA37fguWZ4e6IcaOeNQ0hRUFDCBjv7j+w7/1DKS9OiooIn7tw6Z13dOnb+yEQ1TQEVUiIqMWr1paXV8ycMtFQAgEggUAgNX1xs0ZJw4cNAXDm7E8ZK9c+/tjAe+78E7SGAAJQAsHg3MWrwuzmlIlj8gquZqxYnXXpMrRFUahCCq3xo5//c9c79r57wFNW1qZlCyEJwNIaUKJCKM5CWCzEVnJ0qaN2a3vz7p4dTxm12kTfO97zXgo1onrOD+Z9w8Jse/Oegexj5cfWRfScK4Yjf/uo2N4zzdotSz9a4e74mK1uR+25IK5oOGoItQiFBmFpUQarIGBZIGymIaIAiCBkWX5/wOmwK6VClhWyLCWC37OZJslAMGi326UKfiUQgtBkwO93OBxa65ClRVCFhAhsNpsSQRWS+IWIkAyFLE1tM20iEBH8P0gAFBFNlFdUVFZWupxOl8tlGgqAtqxAMGSYhs00CYIiIISkEAz4A6ZpKsMIBoKGoUzDxP9FCKqQIBAKBgExTUMEIkIIyEAwKCI20wRgWVYwZDkcdoVqgl9QIAgGQ5YVcjgcJIMhCyCuQ8I0DUOpQCBYxeVyCkkAFjV9xeUnXnW17KPimjJYZgCiwggrmPu5csQY0fWK3nxWJBTdO6N857PB80ddT/4VgbKKg+nhfTPtCZ18OccdtduLu4ZY5TpkiRkmQOnJN201GtobdVPQoAi0higoCG76/4YkABEhKSQBaMAqv1zyfnrk7c+YtVt497+ozLDw7mm6LNcqOm+v31mMcPqvklocEZWfvKSvfOW4d4qKbYaKa8oVp5XdKjwrFaVmvfaBrGNlRzMjuk+z1elQfGSxrWbziHYDAGpAQYMCKBH81yGJ64gI/kuQBEBSqpAEqCuLYdqpTMBGCZV+vMowzfAuz5cfW1b5ybrIYa+ZNZpUfLHeVq+DvXkfBIrFVyYRdaySy/6vtqp6tzgadyvd8Uyw5FL0U29bxXmlJ7ZGdH3GVrMtQhWAQqhCzDAqO5QSUiAQwU03gpBEyFe4tZ+j3WNhtw1FyGeV5hnOcNgjRdn9Px30nTkUfteoUM63ge392PrR8IfXVByeZeWcDOuzJOTN828brNo9Gt5vXeXXb4UqrkV2HSO2SFpluqyAzmibI9Zf9LNnX7K70xPOVn0UtIAUJRDcdCMISehg2ccLzYQ/OxvfHbxyyvPOGMftT7pue0oCZdqbbUTUFEesVZLtP/6KkdDJiL/Ft/1hK/cb+4DN9sbd/F9sUQkdbM0eUgxp70UYbiOygXXtbNnu8ZLUNfLe5FBZfuXx7fYmd9nrdxIIBAQUbroxhCQATQuAwLCu/ujdP8XRYbDrlsfKvtwa+GhhWLdJzs5P05tvlWYZ8S0Mw1X+w55A4bnwDsOMiDq66LRmyIhrpQvPl78zAu664X3XMeCtPJCsGnQJv2O0hhJqiCYMEQVAcNMNIyQBWJoCCAhaVqBUbG5lmt7jrwYPz3PdM8XV6YmKA8n8bo9xb4qz07O66AzK84w6t4eKLwX3PBvyV9j7bTBs7vI3h0l4XXe/l1R4TcvnMQ0TppuoogUglFTBTTeSkARArQENUYRSApIgGarQxeclpiEg3l0jcGq344HZ9raDy3c8w4JT9j7pZt3OFa/305W+sCHb7Yl36uKzUE6JrK8AiAkCIFGFAoEIAMFNN5KQBEBqLQCUogZAEFAUKIiGVpYECk6FCr5zNvlLyJOnt/VWxZdD981w3j3dn31EBYL2pLvFHkGBgNCK0CKoogEBRAAowU03npAEQBK/Eg0qVNMiihoAIb8ACDBYHvp6q1Vwxnb7M0ZcawACkBoQAAISAkAAogoBBSEAwa8EN904/wd273rVzcItkQAAAABJRU5ErkJggg==" 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" 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"#/tables/0", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "table", "prov": [ { "page_no": 3, "bbox": { "l": 38.601253509521484, "t": 479.54638671875, "r": 747.6799926757812, "b": 69.8173828125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "data": { "table_cells": [ { "bbox": { "l": 215.59, "t": 140.67444166, "r": 615.3819800000001, "b": 219.27079320826584, "coord_origin": "TOPLEFT" }, "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": "\u25a0 Net loss from continuing operations 1 of $(1.46) per common share \u25a0 Distributable losses 2 of $(0.43) per common share \u25a0 Distributable losses before realized losses 3 of $(0.09) per common share \u25a0 Declared dividend of $0.01 per common share", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 85.47, "t": 174.69048778, "r": 164.93900000000002, "b": 186.0804975648129, "coord_origin": "TOPLEFT" }, "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": "Performance", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 242.48016640000003, "r": 739.6840100000003, "b": 334.6807932082658, "coord_origin": "TOPLEFT" }, "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": "\u25a0 Total loan portfolio of $5.9 billion \u25a0 Total loan originations 4 of $374.6 million including $234.9 million of LMM commercial real estate loans, $84.4 million of SBA 7(a) loans and $18.4 million of USDA loans \u25a0 Loan repayments of $442.3 million and sales of $294.0 million \u25a0 Net new 60+ core delinquencies 5 of $18 million ; 60+ core delinquency 5 of 6.7% at quarter end", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 81.15, "t": 282.82049778, "r": 169.26400000000004, "b": 294.2105075648129, "coord_origin": "TOPLEFT" }, "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": "Loan Portfolio", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 82.9, "t": 393.38049778000004, "r": 167.41300000000004, "b": 404.77050756481293, "coord_origin": "TOPLEFT" }, "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": "Capitalization", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 383.00015640000004, "r": 536.74201, "b": 416.0007732082658, "coord_origin": "TOPLEFT" }, "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": "\u25a0 Book value per share of $8.79 \u25a0 Total leverage of 3.5x and recourse leverage ratio 6 of 1.6x", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 72.43, "t": 491.94051778, "r": 177.89900000000003, "b": 503.33052756481294, "coord_origin": "TOPLEFT" }, "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": "Business Update", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 474.0601464, "r": 738.1539900000002, "b": 521.4607932082658, "coord_origin": "TOPLEFT" }, "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": "\u25a0 Completed the sale of 34 loans totaling $855.3 million in unpaid principal balance in February 2026 \u25a0 Retired the outstanding 5.75% Senior Unsecured Note due February 2026", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], "num_rows": 4, "num_cols": 2, "orientation": "rot_0", "grid": [ [ { "bbox": { "l": 85.47, "t": 174.69048778, "r": 164.93900000000002, "b": 186.0804975648129, "coord_origin": "TOPLEFT" }, "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": "Performance", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 215.59, "t": 140.67444166, "r": 615.3819800000001, "b": 219.27079320826584, "coord_origin": "TOPLEFT" }, "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": "\u25a0 Net loss from continuing operations 1 of $(1.46) per common share \u25a0 Distributable losses 2 of $(0.43) per common share \u25a0 Distributable losses before realized losses 3 of $(0.09) per common share \u25a0 Declared dividend of $0.01 per common share", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "bbox": { "l": 81.15, "t": 282.82049778, "r": 169.26400000000004, "b": 294.2105075648129, "coord_origin": "TOPLEFT" }, "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": "Loan Portfolio", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 242.48016640000003, "r": 739.6840100000003, "b": 334.6807932082658, "coord_origin": "TOPLEFT" }, "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": "\u25a0 Total loan portfolio of $5.9 billion \u25a0 Total loan originations 4 of $374.6 million including $234.9 million of LMM commercial real estate loans, $84.4 million of SBA 7(a) loans and $18.4 million of USDA loans \u25a0 Loan repayments of $442.3 million and sales of $294.0 million \u25a0 Net new 60+ core delinquencies 5 of $18 million ; 60+ core delinquency 5 of 6.7% at quarter end", "column_header": false, "row_header": false, "row_section": false, "fillable": false } ], [ { "bbox": { "l": 82.9, "t": 393.38049778000004, "r": 167.41300000000004, "b": 404.77050756481293, "coord_origin": "TOPLEFT" }, "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": "Capitalization", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 214.94, "t": 383.00015640000004, "r": 536.74201, "b": 416.0007732082658, "coord_origin": "TOPLEFT" }, "row_span": 1, "col_span": 1, "start_row_offset_idx": 2, "end_row_offset_idx": 3, 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