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"orig": "This presentation contains forward-looking statements regarding possible or assumed future results of the business, financial condition, plans and objectives of Ladder Capital Corp and its subsidiaries (collectively, 'Ladder Capital,' 'Ladder,' 'LADR,' or the 'Company'). Any statement concerning future events or expectations, express or implied, is a forward-looking statement. Words such as 'may,' 'will,' 'seek,' 'should,' 'expect,' 'anticipate,' 'project,' 'estimate,' 'intend,' 'continue,' or 'believe' or the negatives thereof or other variations thereon or comparable terminology are intended to identify forward-looking statements that are subject to risk and uncertainties. Such risks and uncertainties are discussed in the Company's Annual Report on Form 10-K for the year ended December 31, 2025, and its other filings with the U.S. Securities and Exchange Commission. There can be no assurance that any expectations, express or implied, in a forward-looking statement will prove correct or that the contemplated event or result will occur as anticipated. In particular, there can be no assurance that Ladder will achieve any performance objectives set forth in this presentation. Further, any forward-looking statement speaks only as of the date on which it is made. New risks and uncertainties arise over time, and it is not possible for Ladder to predict those events or their effects on the Company. Except as required by law, Ladder is not obligated to, and does not intend to, update or revise any forward-looking statements, whether as a result of new information, future events or otherwise.",
"text": "This presentation contains forward-looking statements regarding possible or assumed future results of the business, financial condition, plans and objectives of Ladder Capital Corp and its subsidiaries (collectively, 'Ladder Capital,' 'Ladder,' 'LADR,' or the 'Company'). Any statement concerning future events or expectations, express or implied, is a forward-looking statement. Words such as 'may,' 'will,' 'seek,' 'should,' 'expect,' 'anticipate,' 'project,' 'estimate,' 'intend,' 'continue,' or 'believe' or the negatives thereof or other variations thereon or comparable terminology are intended to identify forward-looking statements that are subject to risk and uncertainties. Such risks and uncertainties are discussed in the Company's Annual Report on Form 10-K for the year ended December 31, 2025, and its other filings with the U.S. Securities and Exchange Commission. There can be no assurance that any expectations, express or implied, in a forward-looking statement will prove correct or that the contemplated event or result will occur as anticipated. In particular, there can be no assurance that Ladder will achieve any performance objectives set forth in this presentation. Further, any forward-looking statement speaks only as of the date on which it is made. New risks and uncertainties arise over time, and it is not possible for Ladder to predict those events or their effects on the Company. Except as required by law, Ladder is not obligated to, and does not intend to, update or revise any forward-looking statements, whether as a result of new information, future events or otherwise."
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"orig": "This presentation is strictly for informational purposes. It is not intended to be relied upon as investment advice and is not, and should not be assumed to be, complete. The contents herein are not to be construed as legal, business or tax advice, and each recipient should consult its own attorney, business advisor and tax advisor as to legal, business and tax advice.",
"text": "This presentation is strictly for informational purposes. It is not intended to be relied upon as investment advice and is not, and should not be assumed to be, complete. The contents herein are not to be construed as legal, business or tax advice, and each recipient should consult its own attorney, business advisor and tax advisor as to legal, business and tax advice."
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"text": "Certain information contained herein is based on, or derived from, information provided by independent third-party sources. Ladder believes that such information is accurate and that the sources from which it has been obtained are reliable. However, Ladder cannot guarantee the accuracy of such information and has not independently verified the assumptions on which such information is based. All data is presented as of December 31, 2025, unless otherwise indicated."
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"orig": "> $600M of total liquidity, including $570M undrawn capacity on unsecured corporate revolver",
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"orig": "87% of capitalization comprised of non-mark-to-market financing & book equity ; 82% of debt is non-mark-to-market",
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"orig": "$4.2B of unencumbered assets (81% of total assets), of which 87% is comprised of cash, first mortgage loans & IG securities",
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"orig": "$5.3B of investment assets & unrestricted cash, including $2.2B of first mortgage loans (42% of total), $966M of CRE equity (18%), and $2.1B of securities (39%)",
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"orig": "Repurchased $0.9M of LADR stock at $10.57 W.A. stock price in Q4 2025, and $10.2M of stock at $10.60 W.A. in FY 2025",
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"orig": "1. For a description of certain financial and non-GAAP financial measures, see Selected Definitions on page S-22",
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"orig": "2. Based on $11.06 LADR closing stock price on 02/04/2026",
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"orig": "Note: As of 12/31/2025 or the three month period ended 12/31/2025, unless noted otherwise. CRE equity asset amounts represent undepreciated asset values.",
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"text": "G R A N U L A R P O R T F O L I O O F C R E D E B T & E Q U I T Y I N V E S T M E N T S W I T H S I G N I F I C A N T L I Q U I D I T Y O N H A N D"
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"orig": "Note: As of 12/31/2025. Dollars in millions. Loan asset amounts shown before $47.1 million CECL allowance. CRE equity asset amounts represent undepreciated asset values.",
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"orig": "$ 2 . 2 B L O A N P O R T F O L I O ~$25M-$30M A V E R A G E L O A N S I Z E 6 9 % W.A. L T V 1 2 . 9 - Y E A R W.A. E X T E N D E D M A T U R I T Y L I G H T - T R A N S I T I O N A L F O C U S WITH NO CONSTRUCTION L O A N S L I M I T E D F U T U R E F U N D I N G",
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"orig": "C O M M I T M E N T S ( $ 9 3 M )",
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "logo",
"confidence": 0.9979649782180786
},
{
"class_name": "table",
"confidence": 0.0006146043888293207
},
{
"class_name": "icon",
"confidence": 0.00042995921103283763
},
{
"class_name": "bar_chart",
"confidence": 0.0002199157461291179
},
{
"class_name": "page_thumbnail",
"confidence": 0.00021141870820429176
},
{
"class_name": "other",
"confidence": 0.00013676121307071298
},
{
"class_name": "calendar",
"confidence": 8.215582784032449e-05
},
{
"class_name": "screenshot_from_manual",
"confidence": 7.720675057498738e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 6.194259913172573e-05
},
{
"class_name": "stamp",
"confidence": 4.8145342589123175e-05
},
{
"class_name": "full_page_image",
"confidence": 2.60614888247801e-05
},
{
"class_name": "qr_code",
"confidence": 2.6029842047137208e-05
},
{
"class_name": "flow_chart",
"confidence": 2.0179610146442428e-05
},
{
"class_name": "line_chart",
"confidence": 1.969007462321315e-05
},
{
"class_name": "engineering_drawing",
"confidence": 1.94261156138964e-05
},
{
"class_name": "chemistry_structure",
"confidence": 1.0171662324864883e-05
},
{
"class_name": "geographical_map",
"confidence": 9.438017514185049e-06
},
{
"class_name": "crossword_puzzle",
"confidence": 6.176264832902234e-06
},
{
"class_name": "signature",
"confidence": 4.528669251158135e-06
},
{
"class_name": "bar_code",
"confidence": 4.4392727431841195e-06
},
{
"class_name": "photograph",
"confidence": 2.3018833417154383e-06
},
{
"class_name": "pie_chart",
"confidence": 2.145243115592166e-06
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"class_name": "music",
"confidence": 8.875506409822265e-07
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"confidence": 7.46658031403058e-07
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{
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}
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"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n<::\n: pie chart::>\n\nCenter: $5.3B Investment Assets + Unrestricted Cash\n\nCRE Loans: $2,245 (42%)\n- >99% senior secured first mortgages\n- ~$25M-$30M avg. loan size\n- 69% W.A. LTV\n- >95% post-COVID originations\n\nCRE Equity: $966 (18%)\n- $596M net lease (62% of CRE equity)\n- 149 properties\n- ~7-year avg. remaining lease term\n- ~61% IG-rated tenants\n- $38M in-place annual NOI\n\nCRE Securities: $2,088 (39%)\n- 99% IG-rated\n- 97% AAA-rated\n- <3.0-year W.A. duration\n- <$15M avg. investment per CUSIP\n\nUnrestricted Cash & Cash Equivalents: $38 (1%)\n\nLIQUIDITY\n- $608M of liquidity:\n - $38M of unrestricted cash & equivalents\n - $850M unsecured corporate revolver ($570M undrawn)\n"
},
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"predictions": [
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"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
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"class_name": "calendar"
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{
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"class_name": "line_chart"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "table"
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{
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"class_name": "bar_chart"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 0.0005147340125404298,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
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"class_name": "geographical_map"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "other"
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 9.161098569165915e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 4.6994100557640195e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 4.2835530621232465e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 3.4390799555694684e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 1.1313260984024964e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 9.200879503623582e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 5.420464731287211e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 5.0586427278176416e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
}
]
},
"quber__figure_job_id": "cmsgx4xya069heq01qv1hlnmd",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "ddc399d0-df5b-4ffc-84be-7299126d0368",
"quber__read_by": [
{
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"produced": []
}
],
"quber__footnote_marks": [],
"quber__footnotes": [
{
"marker": "",
"text": "As of 12/31/2025. Dollars in millions. Loan asset amounts shown before $47.1 million CECL allowance. CRE equity asset amounts represent undepreciated asset values."
}
]
},
"label": "picture",
"prov": [
{
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"references": [],
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"dpi": 72,
"size": {
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"height": 341.0
},
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"label": "69% W.A. LTV"
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"kind": "footnote",
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],
"quber__footnotes": [
{
"marker": "",
"text": "As of 12/31/2025. Amounts shown in charts before $47.1 million CECL allowance. Other Commercial Real Estate-Related loans include mezzanine and subordinate loans."
},
{
"marker": "1",
"text": "For a description of this financial measure, see Selected Definitions on page S-22"
}
]
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"
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{
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{
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},
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"description": {
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"text": "\n\nGEOGRAPHY\n<::donut chart showing geographical distribution by percentage:\nNortheast: 29%\nMidwest: 16%\nWest: 10%\nSouthwest: 11%\nSouth: 34%::>"
},
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 2.2162192081509602e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "cmsgx4y7q069jeq014vcymfd2",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "b598f087-4423-4c1c-8e37-43fd992c96a9",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
]
},
"label": "picture",
"prov": [
{
"page_no": 6,
"bbox": {
"l": 57.07725143432617,
"t": 201.06243896484375,
"r": 209.06381225585938,
"b": 49.653076171875,
"coord_origin": "BOTTOMLEFT"
},
"charspan": [
0,
0
]
}
],
"captions": [],
"references": [],
"footnotes": [],
"image": {
"mimetype": "image/png",
"dpi": 72,
"size": {
"width": 152.0,
"height": 151.0
},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9980524778366089
},
{
"class_name": "flow_chart",
"confidence": 0.0013127848505973816
},
{
"class_name": "calendar",
"confidence": 0.00020579551346600056
},
{
"class_name": "icon",
"confidence": 0.00018353754421696067
},
{
"class_name": "bar_chart",
"confidence": 7.629495667060837e-05
},
{
"class_name": "logo",
"confidence": 4.7163492126856e-05
},
{
"class_name": "table",
"confidence": 4.517318302532658e-05
},
{
"class_name": "other",
"confidence": 2.119256714649964e-05
},
{
"class_name": "line_chart",
"confidence": 2.0764695364050567e-05
},
{
"class_name": "geographical_map",
"confidence": 7.264347459567944e-06
},
{
"class_name": "engineering_drawing",
"confidence": 7.1011468207871076e-06
},
{
"class_name": "full_page_image",
"confidence": 6.4561909312033094e-06
},
{
"class_name": "scatter_plot",
"confidence": 3.167227305311826e-06
},
{
"class_name": "photograph",
"confidence": 2.846547886292683e-06
},
{
"class_name": "page_thumbnail",
"confidence": 2.6313889520679368e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.7801404510464636e-06
},
{
"class_name": "music",
"confidence": 1.7113860621975618e-06
},
{
"class_name": "stamp",
"confidence": 6.771345510969695e-07
},
{
"class_name": "chemistry_structure",
"confidence": 3.143780133996188e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 2.5462071562287747e-07
},
{
"class_name": "crossword_puzzle",
"confidence": 1.64726770890411e-07
},
{
"class_name": "signature",
"confidence": 1.2609604027602472e-07
},
{
"class_name": "bar_code",
"confidence": 1.1901269658665115e-07
},
{
"class_name": "topographical_map",
"confidence": 1.0762334312630628e-07
},
{
"class_name": "box_plot",
"confidence": 5.183778384321158e-08
},
{
"class_name": "qr_code",
"confidence": 2.2162192081509602e-08
}
]
}
]
},
{
"self_ref": "#/pictures/4",
"parent": {
"$ref": "#/body"
},
"children": [
{
"$ref": "#/texts/71"
},
{
"$ref": "#/texts/72"
},
{
"$ref": "#/texts/73"
},
{
"$ref": "#/texts/74"
},
{
"$ref": "#/texts/75"
},
{
"$ref": "#/texts/76"
}
],
"content_layer": "body",
"meta": {
"classification": {
"predictions": [
{
"confidence": 0.19706608355045319,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 0.1872539073228836,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
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"
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{
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}
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},
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{
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"text": "\n\nPROPERTY TYPE\n<::donut chart\n: Multifamily: 55%\nOffice: 26%\nIndustrial: 7%\nMixed Use: 6%\nOther: 3%\nRetail: 3%\nHotel: 1%::>"
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.8425257802009583
},
{
"class_name": "flow_chart",
"confidence": 0.09197239577770233
},
{
"class_name": "calendar",
"confidence": 0.027908548712730408
},
{
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},
{
"class_name": "bar_chart",
"confidence": 0.007244648411870003
},
{
"class_name": "full_page_image",
"confidence": 0.003963031340390444
},
{
"class_name": "line_chart",
"confidence": 0.0034479484893381596
},
{
"class_name": "other",
"confidence": 0.002656014170497656
},
{
"class_name": "engineering_drawing",
"confidence": 0.0021288536954671144
},
{
"class_name": "geographical_map",
"confidence": 0.0010371602838858962
},
{
"class_name": "icon",
"confidence": 0.0007945414399728179
},
{
"class_name": "scatter_plot",
"confidence": 0.00044037229963578284
},
{
"class_name": "page_thumbnail",
"confidence": 0.0004254489904269576
},
{
"class_name": "logo",
"confidence": 0.0003928384685423225
},
{
"class_name": "music",
"confidence": 0.00039072593790479004
},
{
"class_name": "crossword_puzzle",
"confidence": 0.0002468676248099655
},
{
"class_name": "chemistry_structure",
"confidence": 0.00023060812964104116
},
{
"class_name": "screenshot_from_manual",
"confidence": 0.00017984940495807678
},
{
"class_name": "screenshot_from_computer",
"confidence": 0.00014271722466219217
},
{
"class_name": "photograph",
"confidence": 0.0001245488238055259
},
{
"class_name": "stamp",
"confidence": 5.180438529350795e-05
},
{
"class_name": "bar_code",
"confidence": 2.8996615583309904e-05
},
{
"class_name": "topographical_map",
"confidence": 2.6569030524115078e-05
},
{
"class_name": "box_plot",
"confidence": 1.365059597446816e-05
},
{
"class_name": "qr_code",
"confidence": 1.1437567081884481e-05
},
{
"class_name": "signature",
"confidence": 1.0857866072910838e-05
}
]
}
]
},
{
"self_ref": "#/pictures/8",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n12/31/2025 09/30/2025 06/30/2025 03/31/2025 12/31/2024\nCarrying Value of Assets $2,088 $1,941 $1,966 $1,476 $1,081\nWeighed-Average Yield 5.3% 5.7% 5.9% 5.8% 6.0%\nNumber of CUSIPs 141 139 134 123 121\nAverage CUSIP Size $14.8 $14.0 $14.7 $12.0 $8.9\nWeighted-Average Duration 3.0 Years 2.8 Years 2.4 Years 2.9 Years 2.4 Years\n% AAA-Rated 97% 96% 97% 96% 91%\n% Investment Grade-Rated 99% 99%+ 99%+ 99%+ 98%\n\n<::Securities Portfolio Duration Profile (as of 12/31/2025)\nchart::>\n\n<::\nLegend:\nCategory Weighting\nCumulative Weighting\n\nX-axis: Duration\nY-axis: Percentage (0% to 100%)\n\nData points:\n0-1 year:\n Category Weighting: 13% ($273M)\n Cumulative Weighting: 13% ($273M)\n1-3 years:\n Category Weighting: 20% ($427M)\n Cumulative Weighting: 34% ($701M)\n3-5 years:\n Category Weighting: 66% ($1.4B)\n Cumulative Weighting: 100% ($2.1B)\n: chart::>"
},
"classification": {
"predictions": [
{
"confidence": 0.9994354844093323,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_chart"
},
{
"confidence": 0.0004936900222674012,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 4.2067989852512255e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
"confidence": 1.9708222680492327e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 1.994638523683534e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 1.9274027636129176e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.235275362887478e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 7.727620072728314e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 7.085253628247301e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 6.691417411275324e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "flow_chart"
},
{
"confidence": 5.678385264218377e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.6884435417050554e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 3.3825278933363734e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 2.173929232185401e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 1.1879033223749502e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 4.435747413822355e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 3.0427049324543987e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
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{
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{
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"class_name": "music"
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{
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"class_name": "stamp"
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{
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"class_name": "photograph"
},
{
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"class_name": "signature"
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{
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"class_name": "bar_code"
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{
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"class_name": "crossword_puzzle"
}
]
},
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"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "d873cd9c-6bb6-439c-b190-af5a96fc53f0",
"quber__read_by": [
{
"reader": "ade",
"produced": []
}
],
"quber__footnote_marks": [],
"quber__footnotes": [
{
"marker": "",
"text": "Dollars in millions"
}
]
},
"label": "picture",
"prov": [
{
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"captions": [],
"references": [],
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},
"uri": 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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.9994354844093323
},
{
"class_name": "line_chart",
"confidence": 0.0004936900222674012
},
{
"class_name": "pie_chart",
"confidence": 4.2067989852512255e-05
},
{
"class_name": "table",
"confidence": 1.9708222680492327e-05
},
{
"class_name": "screenshot_from_computer",
"confidence": 1.994638523683534e-06
},
{
"class_name": "scatter_plot",
"confidence": 1.9274027636129176e-06
},
{
"class_name": "box_plot",
"confidence": 1.235275362887478e-06
},
{
"class_name": "calendar",
"confidence": 7.727620072728314e-07
},
{
"class_name": "other",
"confidence": 7.085253628247301e-07
},
{
"class_name": "flow_chart",
"confidence": 6.691417411275324e-07
},
{
"class_name": "engineering_drawing",
"confidence": 5.678385264218377e-07
},
{
"class_name": "geographical_map",
"confidence": 3.6884435417050554e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.3825278933363734e-07
},
{
"class_name": "full_page_image",
"confidence": 2.173929232185401e-07
},
{
"class_name": "page_thumbnail",
"confidence": 1.1879033223749502e-07
},
{
"class_name": "logo",
"confidence": 4.435747413822355e-08
},
{
"class_name": "chemistry_structure",
"confidence": 3.0427049324543987e-08
},
{
"class_name": "qr_code",
"confidence": 1.70889400408214e-08
},
{
"class_name": "icon",
"confidence": 1.3557273526032532e-08
},
{
"class_name": "topographical_map",
"confidence": 1.238027813599274e-08
},
{
"class_name": "music",
"confidence": 8.975452381321247e-09
},
{
"class_name": "stamp",
"confidence": 8.814098784171165e-09
},
{
"class_name": "photograph",
"confidence": 8.070689005990062e-09
},
{
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"confidence": 3.519265545648409e-09
},
{
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"confidence": 3.5012353016838915e-09
},
{
"class_name": "crossword_puzzle",
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}
]
}
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},
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"description": {
"created_by": "quber-chart-scan",
"text": "\n\nCAPITALIZATION\nSUMMARY\n<::pie chart::>\nCentral value: $5.0B Total capitalization\n\nSegments:\n- Book Equity: $1,481 (30%)\n- Repo Debt Facilities: $627 (13%)\n- Non-Recourse Mortgage Financing: $388 (8%)\n- Unsecured Corporate Bonds & Revolver: $2,495\u00b2 (50%)\n::>"
},
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{
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"created_by": "DocumentPictureClassifier",
"class_name": "pie_chart"
},
{
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"class_name": "flow_chart"
},
{
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"class_name": "bar_chart"
},
{
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"created_by": "DocumentPictureClassifier",
"class_name": "calendar"
},
{
"confidence": 8.14522645669058e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "icon"
},
{
"confidence": 4.6221408410929143e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "line_chart"
},
{
"confidence": 4.157362491241656e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "other"
},
{
"confidence": 4.127701322431676e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "table"
},
{
"confidence": 3.494729389785789e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "logo"
},
{
"confidence": 2.672417576832231e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "geographical_map"
},
{
"confidence": 1.1128688129247166e-05,
"created_by": "DocumentPictureClassifier",
"class_name": "full_page_image"
},
{
"confidence": 5.091135335533181e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "engineering_drawing"
},
{
"confidence": 3.289012738605379e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "music"
},
{
"confidence": 2.979365717692417e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "page_thumbnail"
},
{
"confidence": 1.7520902702017338e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "scatter_plot"
},
{
"confidence": 1.3989840681460919e-06,
"created_by": "DocumentPictureClassifier",
"class_name": "photograph"
},
{
"confidence": 5.206177320360439e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_computer"
},
{
"confidence": 4.31311008242119e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "crossword_puzzle"
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{
"confidence": 4.177763344159757e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "screenshot_from_manual"
},
{
"confidence": 4.0165204495679063e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "chemistry_structure"
},
{
"confidence": 3.9335935753115336e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "stamp"
},
{
"confidence": 3.61276448757053e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "signature"
},
{
"confidence": 3.0680908480462676e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "topographical_map"
},
{
"confidence": 2.0028770109092875e-07,
"created_by": "DocumentPictureClassifier",
"class_name": "bar_code"
},
{
"confidence": 7.200249285688187e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "box_plot"
},
{
"confidence": 5.741602038256133e-08,
"created_by": "DocumentPictureClassifier",
"class_name": "qr_code"
}
]
},
"quber__figure_job_id": "cmsgx4y6h069ieq01c9f441qe",
"quber__figure_model": "dpt-2",
"quber__figure_version": "dpt-2-20260410",
"quber__figure_chunk_id": "6195dbbd-3ea0-401d-9940-f15e541264c0",
"quber__read_by": [
{
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"produced": []
}
],
"quber__footnote_marks": [
{
"marker": "2",
"kind": "footnote",
"label": "$2,495"
}
],
"quber__footnotes": [
{
"marker": "",
"text": "As of 12/31/2025. Dollars in millions."
},
{
"marker": "1",
"text": "Leverage ratio: 2.0x (vs. 3.5x IG bond covenant maximum). Unencumbered asset/unsecured debt ratio: 1.64x (vs. 1.20x IG bond covenant minimum). Fixed charge coverage ratio: 2.70x (vs. 1.25x IG bond covenant minimum)."
},
{
"marker": "2",
"text": "Includes $2.2B of unsecured corporate bonds and $280M drawn on $850M unsecured corporate revolver"
},
{
"marker": "3",
"text": "For a description of this non-GAAP financial measure, see Selected Definitions on page S-22"
},
{
"marker": "4",
"text": "Represents percentage of total capitalization"
}
]
},
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{
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"references": [],
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"height": 224.0
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "pie_chart",
"confidence": 0.9972177743911743
},
{
"class_name": "flow_chart",
"confidence": 0.0015420351410284638
},
{
"class_name": "bar_chart",
"confidence": 0.0006818360416218638
},
{
"class_name": "calendar",
"confidence": 0.0002573721867520362
},
{
"class_name": "icon",
"confidence": 8.14522645669058e-05
},
{
"class_name": "line_chart",
"confidence": 4.6221408410929143e-05
},
{
"class_name": "other",
"confidence": 4.157362491241656e-05
},
{
"class_name": "table",
"confidence": 4.127701322431676e-05
},
{
"class_name": "logo",
"confidence": 3.494729389785789e-05
},
{
"class_name": "geographical_map",
"confidence": 2.672417576832231e-05
},
{
"class_name": "full_page_image",
"confidence": 1.1128688129247166e-05
},
{
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"description": {
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"text": "\n\nUNSECURED AND SECURED DEBT MATURITIES\n<::Stacked bar chart showing Unsecured and Secured Debt Maturities from 2026 to 2032 & Beyond.\nY-axis: Debt in $ (thousands), from $0 to $1,000.\nX-axis: Years.\n\nLegend:\nUnsecured Debt (light blue)\nSecured Debt (dark blue)\n\nData:\n2026:\n Total: $653\n Secured Debt: $653 (incl. $627M financing on AAA-rated securities)\n2027:\n Total: $715\n Secured Debt: $116\n Unsecured Debt: $599\n2028:\n Total: $24\n Secured Debt: $24\n2029:\n Total: $949\n Secured Debt: $36\n Unsecured Debt: $914 (incl. $280M drawn on $850M corp. revolver)\n2030:\n Total: $601\n Secured Debt: $101\n Unsecured Debt: $500\n2031:\n Total: $501\n Secured Debt: $1\n Unsecured Debt: $500\n2032 & Beyond:\n Total: $82\n Secured Debt: $82\n: bar chart::>\n"
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{
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"text": "As of 12/31/2025. Dollars in millions."
},
{
"marker": "1",
"text": "Comprised of $634M corporate bond maturity and $280M corporate revolver maturity"
}
]
},
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"
},
"annotations": [
{
"kind": "classification",
"provenance": "DocumentPictureClassifier",
"predicted_classes": [
{
"class_name": "bar_chart",
"confidence": 0.999261200428009
},
{
"class_name": "table",
"confidence": 0.0004927294212393463
},
{
"class_name": "line_chart",
"confidence": 0.00019010102550964803
},
{
"class_name": "pie_chart",
"confidence": 2.4501729058101773e-05
},
{
"class_name": "calendar",
"confidence": 1.2133272321079858e-05
},
{
"class_name": "other",
"confidence": 5.561611487792106e-06
},
{
"class_name": "screenshot_from_computer",
"confidence": 4.049312337883748e-06
},
{
"class_name": "flow_chart",
"confidence": 2.4715184281376423e-06
},
{
"class_name": "box_plot",
"confidence": 1.7064775192920933e-06
},
{
"class_name": "engineering_drawing",
"confidence": 1.4035736057849135e-06
},
{
"class_name": "scatter_plot",
"confidence": 9.886765610644943e-07
},
{
"class_name": "geographical_map",
"confidence": 8.835165772325126e-07
},
{
"class_name": "full_page_image",
"confidence": 4.92819992814475e-07
},
{
"class_name": "screenshot_from_manual",
"confidence": 3.8866073737153783e-07
},
{
"class_name": "icon",
"confidence": 3.0687328944623005e-07
},
{
"class_name": "music",
"confidence": 1.9895973935035727e-07
},
{
"class_name": "logo",
"confidence": 1.6685078207956394e-07
},
{
"class_name": "page_thumbnail",
"confidence": 1.4633384637363633e-07
},
{
"class_name": "qr_code",
"confidence": 1.222816621293532e-07
},
{
"class_name": "chemistry_structure",
"confidence": 1.0696980723423621e-07
},
{
"class_name": "bar_code",
"confidence": 8.610953017296197e-08
},
{
"class_name": "photograph",
"confidence": 4.99209455995242e-08
},
{
"class_name": "stamp",
"confidence": 4.735814584932996e-08
},
{
"class_name": "topographical_map",
"confidence": 4.5177213081615264e-08
},
{
"class_name": "crossword_puzzle",
"confidence": 2.332444637431763e-08
},
{
"class_name": "signature",
"confidence": 1.6967909743925702e-08
}
]
}
]
},
{
"self_ref": "#/pictures/12",
"parent": {
"$ref": "#/body"
},
"children": [],
"content_layer": "body",
"meta": {
"description": {
"created_by": "quber-chart-scan",
"text": "\n\n## **Context**\n- Every occurrence of: `<::visual content::>` marks a placeholder for **visual elements** (e.g., photos, diagrams, charts, flowcharts, tables, or logos).\n\n## **Instructions**\n1. **Expand each `<::visual content::>` placeholder** by describing or transcribing the content inside the visual accurately.\n - Replace with:\n ```\n <::transcription of the content\n : chart::>\n ```\n or\n ```\n <::transcription of the content\n : flowchart::>\n ```\n or other descriptors as appropriate.\n2. **Faithfully regroup text**:\n - If surrounding text belongs logically to the visual (e.g., axis labels, captions, or legends), **move it into the placeholder block**.\n - Merge separate placeholders if they represent parts of a **single logical visual element**.\n3. Maintain the **reading order and document hierarchy** as closely as possible to the original layout.\n4. Ensure **balanced placeholders** for every expanded block (`<::` and `::>` must match).\n\n\n\u2705 **Output Requirements**\n- Return in a json format as shown in the following pydantic. No commentary, only valid JSON.\n```python\nfrom typing import Dict\nfrom pydantic import BaseModel\n\n# Figure schemas for structured figure output\nclass FigureSchemaStage2(BaseModel):\n markdown: str\n category: Literal[\"figure\", \"not_figure\"] = \"figure\"\n\n```\n\nWhere category is `figure` only if the primary content of the image is a figure, chart, diagram, or other visual.\n\n## Normalization for downstream tasks:\n\n1. When a document contains any type of selectable options (e.g., checkboxes, radio buttons, toggles, multiple-choice answers, dropdown selections, highlighted choices, tick marks, or circled answers), they must be converted into a consistent normalized format to ensure reliable use in downstream tasks.\n - ### General Rule\n Represent each selectable item using the structure:\n ```\n option