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"BOTTOMLEFT" }, "charspan": [ 0, 43 ] } ], "orig": "First Quarter 2026 Supplemental Information", "text": "First Quarter 2026 Supplemental Information", "level": 1 }, { "self_ref": "#/texts/4", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 1, "bbox": { "l": 40.53, "t": 209.63018534000003, "r": 103.692, "b": 200.66265116408397, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "April\t22,\t2026", "text": "April\t22,\t2026" }, { "self_ref": "#/texts/5", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 2, "bbox": { "l": 43.92, "t": 505.61138632, "r": 236.868, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "Legal\tDisclosures", "text": "Legal\tDisclosures", "level": 1 }, { "self_ref": "#/texts/6", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 46.38, "t": 463.00875955000004, "r": 675.3224999999998, "b": 420.91883312235535, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 902 ] } ], "orig": "This\t presentation\t has\t been\t prepared\t for\t KKR\t Real\t Estate\t Finance\t Trust\t Inc.\t (NYSE:\t KREF)\t for\t the\t benefit\t of\t its\t stockholders.\t This\t presentation\t is\t solely\t for\t informational\t purposes\t in\t connection\t with evaluating\tthe\tbusiness,\toperations\tand\tfinancial\tresults\tof\tKKR\tReal\tEstate\tFinance\tTrust\tInc.\tand\tits\tsubsidiaries\t(collectively,\t\"KREF'\tor\tthe\t'Company').\tThis\tpresentation\tis\tnot\tand\tshall\tnot\tbe\tconstrued as\tan\toffer\tto\tpurchase\tor\tsell,\tor\tthe\tsolicitation\tof\tan\toffer\tto\tpurchase\tor\tsell,\tany\tsecurities,\tany\tinvestment\tadvice\tor\tany\tother\tservice\tby\tKREF.\tNothing\tin\tthis\tpresentation\tconstitutes\tthe\tprovision\tof any\ttax,\taccounting,\tfinancial,\tinvestment,\tregulatory,\tlegal\tor\tother\tadvice\tby\tKREF\tor\tits\tadvisors.\tThis\tpresentation\tmay\tnot\tbe\treferenced,\tquoted\tor\tlinked\tby\twebsite\tby\tany\tthird\tparty,\tin\twhole\tor\tin part,\texcept\tas\tagreed\tto\tin\twriting\tby\tKREF.", "text": "This\t presentation\t has\t been\t prepared\t for\t KKR\t Real\t Estate\t Finance\t Trust\t Inc.\t (NYSE:\t KREF)\t for\t the\t benefit\t of\t its\t stockholders.\t This\t presentation\t is\t solely\t for\t informational\t purposes\t in\t connection\t with evaluating\tthe\tbusiness,\toperations\tand\tfinancial\tresults\tof\tKKR\tReal\tEstate\tFinance\tTrust\tInc.\tand\tits\tsubsidiaries\t(collectively,\t\"KREF'\tor\tthe\t'Company').\tThis\tpresentation\tis\tnot\tand\tshall\tnot\tbe\tconstrued as\tan\toffer\tto\tpurchase\tor\tsell,\tor\tthe\tsolicitation\tof\tan\toffer\tto\tpurchase\tor\tsell,\tany\tsecurities,\tany\tinvestment\tadvice\tor\tany\tother\tservice\tby\tKREF.\tNothing\tin\tthis\tpresentation\tconstitutes\tthe\tprovision\tof any\ttax,\taccounting,\tfinancial,\tinvestment,\tregulatory,\tlegal\tor\tother\tadvice\tby\tKREF\tor\tits\tadvisors.\tThis\tpresentation\tmay\tnot\tbe\treferenced,\tquoted\tor\tlinked\tby\twebsite\tby\tany\tthird\tparty,\tin\twhole\tor\tin part,\texcept\tas\tagreed\tto\tin\twriting\tby\tKREF." }, { "self_ref": "#/texts/7", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 46.38, "t": 409.00878954999996, "r": 675.525, "b": 276.91883312235535, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2954 ] } ], "orig": "This\tpresentation\tcontains\tforward-looking\tstatements\twithin\tthe\tmeaning\tof\tSection\t27A\tof\tthe\tSecurities\tAct\tof\t1933,\tas\tamended,\tand\tSection\t21E\tof\tthe\tSecurities\tExchange\tAct\tof\t1934,\tas\tamended, which\treflect\tthe\tCompany's\tcurrent\tviews\twith\trespect\tto,\tamong\tother\tthings,\tits\tfuture\toperations\tand\tfinancial\tperformance.\tYou\tcan\tidentify\tthese\tforward\tlooking\tstatements\tby\tthe\tuse\tof\twords\tsuch as\t'outlook,'\t'believe,'\t'expect,'\t'potential,'\t'continue,'\t'may,'\t'should,'\t'seek,'\t'approximately,'\t'predict,'\t'intend,'\t'will,'\t'plan,'\t'estimate,'\t'anticipate,'\tthe\tnegative\tversion\tof\tthese\twords,\tother comparable\twords\tor\tother\tstatements\tthat\tdo\tnot\trelate\tstrictly\tto\thistorical\tor\tfactual\tmatters.\tBy\ttheir\tnature,\tforward-looking\tstatements\tspeak\tonly\tas\tof\tthe\tdate\tthey\tare\tmade,\tare\tnot\tstatements\tof historical\tfact\tor\tguarantees\tof\tfuture\tperformance\tand\tare\tsubject\tto\trisks,\tuncertainties,\tassumptions\tor\tchanges\tin\tcircumstances\tthat\tare\tdifficult\tto\tpredict\tor\tquantify.\tThe\tforward-looking\tstatements are\tbased\ton\tthe\tCompany's\tbeliefs,\tassumptions\tand\texpectations,\ttaking\tinto\taccount\tall\tinformation\tcurrently\tavailable\tto\tit.\tThese\tbeliefs,\tassumptions\tand\texpectations\tcan\tchange\tas\ta\tresult\tof\tmany possible\tevents\tor\tfactors,\tnot\tall\tof\twhich\tare\tknown\tto\tthe\tCompany\tor\tare\twithin\tits\tcontrol.\tSuch\tforward-looking\tstatements\tare\tsubject\tto\tvarious\trisks\tand\tuncertainties,\tincluding,\tamong\tother\tthings: the\tgeneral\tpolitical,\teconomic,\tcompetitive,\tand\tother\tconditions\tin\tthe\tUnited\tStates\tand\tin\tany\tforeign\tjurisdictions\tin\twhich\twe\tinvest;\tglobal\teconomic\ttrends\tand\tconditions,\tincluding\theightened inflation,\tslower\tgrowth\tor\trecession,\tchanges\tto\tfiscal\tand\tmonetary\tpolicy,\tfluctuations\tin\tinterest\trates\tand\tcredit\tspreads,\tlabor\tshortages,\tcurrency\tfluctuations\tand\tchallenges\tin\tglobal\tsupply\tchains; deterioration\tin\tthe\tperformance\tof\tthe\tproperties\tsecuring\tour\tinvestments;\tdifficulty\taccessing\tfinancing\tor\traising\tcapital;\tand\tthe\trisks,\tuncertainties\tand\tfactors\tset\tforth\tunder\tPart\tI-Item\t1A.\t'Risk Factors'\tof\tthe\tCompany's\tAnnual\tReport\ton\tForm\t10-K\tfor\tthe\tfiscal\tyear\tended\tDecember\t31,\t2025,\tas\tsuch\tfactors\tmay\tbe\tupdated\tfrom\ttime\tto\ttime\tin\tthe\tCompany's\tperiodic\tfilings\twith\tthe\tSEC,\twhich are\taccessible\ton\tthe\tSEC's\twebsite\tat\twww.sec.gov.\tAccordingly,\tthere\tare\tor\twill\tbe\timportant\tfactors\tthat\tcould\tcause\tactual\toutcomes\tor\tresults\tto\tdiffer\tmaterially\tfrom\tthose\tindicated\tin\tthis\trelease. These\tfactors\tshould\tnot\tbe\tconstrued\tas\texhaustive\tand\tshould\tbe\tread\tin\tconjunction\twith\tthe\tother\tcautionary\tstatements\tand\tinformation\tincluded\tin\tthis\trelease\tand\tin\tthe\tCompany's\tfilings\twith\tthe SEC.\tAll\tforward-looking\tstatements\tin\tthis\trelease\tspeak\tonly\tas\tof\tthe\tdate\tof\tthis\trelease.\tThe\tCompany\tundertakes\tno\tobligation\tto\tpublicly\tupdate\tor\treview\tany\tforward-looking\tstatements,\twhether\tas a\tresult\tof\tnew\tinformation,\tfuture\tdevelopments\tor\totherwise,\texcept\tas\trequired\tby\tlaw.", "text": "This\tpresentation\tcontains\tforward-looking\tstatements\twithin\tthe\tmeaning\tof\tSection\t27A\tof\tthe\tSecurities\tAct\tof\t1933,\tas\tamended,\tand\tSection\t21E\tof\tthe\tSecurities\tExchange\tAct\tof\t1934,\tas\tamended, which\treflect\tthe\tCompany's\tcurrent\tviews\twith\trespect\tto,\tamong\tother\tthings,\tits\tfuture\toperations\tand\tfinancial\tperformance.\tYou\tcan\tidentify\tthese\tforward\tlooking\tstatements\tby\tthe\tuse\tof\twords\tsuch as\t'outlook,'\t'believe,'\t'expect,'\t'potential,'\t'continue,'\t'may,'\t'should,'\t'seek,'\t'approximately,'\t'predict,'\t'intend,'\t'will,'\t'plan,'\t'estimate,'\t'anticipate,'\tthe\tnegative\tversion\tof\tthese\twords,\tother comparable\twords\tor\tother\tstatements\tthat\tdo\tnot\trelate\tstrictly\tto\thistorical\tor\tfactual\tmatters.\tBy\ttheir\tnature,\tforward-looking\tstatements\tspeak\tonly\tas\tof\tthe\tdate\tthey\tare\tmade,\tare\tnot\tstatements\tof historical\tfact\tor\tguarantees\tof\tfuture\tperformance\tand\tare\tsubject\tto\trisks,\tuncertainties,\tassumptions\tor\tchanges\tin\tcircumstances\tthat\tare\tdifficult\tto\tpredict\tor\tquantify.\tThe\tforward-looking\tstatements are\tbased\ton\tthe\tCompany's\tbeliefs,\tassumptions\tand\texpectations,\ttaking\tinto\taccount\tall\tinformation\tcurrently\tavailable\tto\tit.\tThese\tbeliefs,\tassumptions\tand\texpectations\tcan\tchange\tas\ta\tresult\tof\tmany possible\tevents\tor\tfactors,\tnot\tall\tof\twhich\tare\tknown\tto\tthe\tCompany\tor\tare\twithin\tits\tcontrol.\tSuch\tforward-looking\tstatements\tare\tsubject\tto\tvarious\trisks\tand\tuncertainties,\tincluding,\tamong\tother\tthings: the\tgeneral\tpolitical,\teconomic,\tcompetitive,\tand\tother\tconditions\tin\tthe\tUnited\tStates\tand\tin\tany\tforeign\tjurisdictions\tin\twhich\twe\tinvest;\tglobal\teconomic\ttrends\tand\tconditions,\tincluding\theightened inflation,\tslower\tgrowth\tor\trecession,\tchanges\tto\tfiscal\tand\tmonetary\tpolicy,\tfluctuations\tin\tinterest\trates\tand\tcredit\tspreads,\tlabor\tshortages,\tcurrency\tfluctuations\tand\tchallenges\tin\tglobal\tsupply\tchains; deterioration\tin\tthe\tperformance\tof\tthe\tproperties\tsecuring\tour\tinvestments;\tdifficulty\taccessing\tfinancing\tor\traising\tcapital;\tand\tthe\trisks,\tuncertainties\tand\tfactors\tset\tforth\tunder\tPart\tI-Item\t1A.\t'Risk Factors'\tof\tthe\tCompany's\tAnnual\tReport\ton\tForm\t10-K\tfor\tthe\tfiscal\tyear\tended\tDecember\t31,\t2025,\tas\tsuch\tfactors\tmay\tbe\tupdated\tfrom\ttime\tto\ttime\tin\tthe\tCompany's\tperiodic\tfilings\twith\tthe\tSEC,\twhich are\taccessible\ton\tthe\tSEC's\twebsite\tat\twww.sec.gov.\tAccordingly,\tthere\tare\tor\twill\tbe\timportant\tfactors\tthat\tcould\tcause\tactual\toutcomes\tor\tresults\tto\tdiffer\tmaterially\tfrom\tthose\tindicated\tin\tthis\trelease. These\tfactors\tshould\tnot\tbe\tconstrued\tas\texhaustive\tand\tshould\tbe\tread\tin\tconjunction\twith\tthe\tother\tcautionary\tstatements\tand\tinformation\tincluded\tin\tthis\trelease\tand\tin\tthe\tCompany's\tfilings\twith\tthe SEC.\tAll\tforward-looking\tstatements\tin\tthis\trelease\tspeak\tonly\tas\tof\tthe\tdate\tof\tthis\trelease.\tThe\tCompany\tundertakes\tno\tobligation\tto\tpublicly\tupdate\tor\treview\tany\tforward-looking\tstatements,\twhether\tas a\tresult\tof\tnew\tinformation,\tfuture\tdevelopments\tor\totherwise,\texcept\tas\trequired\tby\tlaw." }, { "self_ref": "#/texts/8", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 46.38, "t": 259.60876955000003, "r": 675.4025000000001, "b": 244.51884312235535, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 276 ] } ], "orig": "All\tforward\tlooking\tstatements\tin\tthis\tpresentation\tspeak\tonly\tas\tof\tApril\t22,\t2026.\tKREF\tundertakes\tno\tobligation\tto\tpublicly\tupdate\tor\treview\tany\tforward-looking\tstatements,\twhether\tas\ta\tresult\tof\tnew information,\tfuture\tdevelopments\tor\totherwise,\texcept\tas\trequired\tby\tlaw.", "text": "All\tforward\tlooking\tstatements\tin\tthis\tpresentation\tspeak\tonly\tas\tof\tApril\t22,\t2026.\tKREF\tundertakes\tno\tobligation\tto\tpublicly\tupdate\tor\treview\tany\tforward-looking\tstatements,\twhether\tas\ta\tresult\tof\tnew information,\tfuture\tdevelopments\tor\totherwise,\texcept\tas\trequired\tby\tlaw." }, { "self_ref": "#/texts/9", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 46.38, "t": 232.60876955000003, "r": 337.1825099999999, "b": 226.51884312235535, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 98 ] } ], "orig": "All\tfinancial\tinformation\tin\tthis\tpresentation\tis\tas\tof\tMarch\t31,\t2026\tunless\totherwise\tindicated.", "text": "All\tfinancial\tinformation\tin\tthis\tpresentation\tis\tas\tof\tMarch\t31,\t2026\tunless\totherwise\tindicated." }, { "self_ref": "#/texts/10", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 46.38, "t": 214.60876955000003, "r": 675.3299999999991, "b": 190.51884312235535, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 526 ] } ], "orig": "This\tpresentation\talso\tincludes\tnon-GAAP\tfinancial\tmeasures,\tincluding\tDistributable\tEarnings\tand\tDistributable\tEarnings\tper\tDiluted\tShare.\tSuch\tnon-GAAP\tfinancial\tmeasures\tshould\tbe\tconsidered\tonly\tas supplemental\tto,\tand\tnot\tas\tsuperior\tto,\tfinancial\tmeasures\tprepared\tin\taccordance\twith\tU.S.\tGAAP.\tPlease\trefer\tto\tthe\tAppendix\tof\tthis\tpresentation\tfor\ta\treconciliation\tof\tthe\tnon-GAAP\tfinancial\tmeasures included\tin\tthis\tpresentation\tto\tthe\tmost\tdirectly\tcomparable\tfinancial\tmeasures\tprepared\tin\taccordance\twith\tU.S.\tGAAP.", "text": "This\tpresentation\talso\tincludes\tnon-GAAP\tfinancial\tmeasures,\tincluding\tDistributable\tEarnings\tand\tDistributable\tEarnings\tper\tDiluted\tShare.\tSuch\tnon-GAAP\tfinancial\tmeasures\tshould\tbe\tconsidered\tonly\tas supplemental\tto,\tand\tnot\tas\tsuperior\tto,\tfinancial\tmeasures\tprepared\tin\taccordance\twith\tU.S.\tGAAP.\tPlease\trefer\tto\tthe\tAppendix\tof\tthis\tpresentation\tfor\ta\treconciliation\tof\tthe\tnon-GAAP\tfinancial\tmeasures included\tin\tthis\tpresentation\tto\tthe\tmost\tdirectly\tcomparable\tfinancial\tmeasures\tprepared\tin\taccordance\twith\tU.S.\tGAAP." }, { "self_ref": "#/texts/11", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 2, "bbox": { "l": 674.66998, "t": 22.244931800000018, "r": 678.00598, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "2", "text": "2" }, { "self_ref": "#/texts/12", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 44.01, "t": 505.76141632, "r": 540.8979999999998, "b": 483.02569099012663, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 43 ] } ], "orig": "KKR\tReal\tEstate\tFinance\tTrust\tInc.\tOverview", "text": "KKR\tReal\tEstate\tFinance\tTrust\tInc.\tOverview", "level": 1 }, { "self_ref": "#/texts/13", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 107.8, "t": 451.63571316, "r": 190.036, "b": 440.2224878451978, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "Loan\tPortfolio", "text": "Loan\tPortfolio", "level": 1 }, { "self_ref": "#/texts/14", "parent": { "$ref": "#/groups/0" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 126.41, "t": 405.05038068, "r": 196.8619999999999, "b": 368.28925672445524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "$5.1\tB Loan\tPortfolio", "text": "$5.1\tB Loan\tPortfolio" }, { "self_ref": "#/texts/15", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 73.09, "t": 340.0167188, "r": 136.282, "b": 305.57926672445524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 17 ] } ], "orig": "100% Senior\tLoans", "text": "100% Senior\tLoans" }, { "self_ref": "#/texts/16", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 166.99001, "t": 344.62670879999996, "r": 238.88200999999995, "b": 294.82926672445524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "63% Multifamily\t& Industrial", "text": "63% Multifamily\t& Industrial" }, { "self_ref": "#/texts/17", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 70.25, "t": 264.7467088, "r": 132.81, "b": 230.30927672445523, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 14 ] } ], "orig": "$108\tM Average", "text": "$108\tM Average" }, { "self_ref": "#/texts/18", "parent": { "$ref": "#/groups/1" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 74.12, "t": 226.077340332, "r": 128.924, "b": 214.94925672445527, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 13 ] } ], "orig": "Loan\tSize (1)", "text": "Loan\tSize (1)" }, { "self_ref": "#/texts/19", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 166.0, "t": 266.4167188, "r": 243.14799999999988, "b": 216.6192767244553, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "8% European\tLoan Exposure", "text": "8% European\tLoan Exposure" }, { "self_ref": "#/texts/20", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 67.55, "t": 190.67203128, "r": 232.94199999999995, "b": 114.20926672445523, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 130 ] } ], "orig": "Senior\tloans secured\tprimarily\tby transitional,\tinstitutional multifamily\tand\tindustrial properties owned\tby high\tquality\tsponsors", "text": "Senior\tloans secured\tprimarily\tby transitional,\tinstitutional multifamily\tand\tindustrial properties owned\tby high\tquality\tsponsors" }, { "self_ref": "#/texts/21", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 284.62, "t": 451.63571316, "r": 445.12999999999994, "b": 440.2224878451978, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "Conservative\tBalance\tSheet", "text": "Conservative\tBalance\tSheet", "level": 1 }, { "self_ref": "#/texts/22", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 317.34, "t": 406.93039067999996, "r": 409.812, "b": 370.16926672445527, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "$7.2\tB Financing\tCapacity", "text": "$7.2\tB Financing\tCapacity" }, { "self_ref": "#/texts/23", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 346.39001, "t": 343.2667188, "r": 381.25001, "b": 326.96211120742544, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 3 ] } ], "orig": "77%", "text": "77%" }, { "self_ref": "#/texts/24", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 293.60001, "t": 319.957340332, "r": 434.0340000000001, "b": 308.82926672445524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "Fully\tNon-Mark-to-Market (2)", "text": "Fully\tNon-Mark-to-Market (2)" }, { "self_ref": "#/texts/25", "parent": { "$ref": "#/groups/3" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 316.09, "t": 265.3767088, "r": 408.5640000000001, "b": 230.93927672445523, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "$653\tM Current\tLiquidity (3)", "text": "$653\tM Current\tLiquidity (3)" }, { "self_ref": "#/texts/26", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 279.87, "t": 182.34204128, "r": 452.4020099999999, "b": 122.58814899576856, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 85 ] } ], "orig": "Conservative liability\tmanagement focused\ton diversified\tnon-mark-to-market financing", "text": "Conservative liability\tmanagement focused\ton diversified\tnon-mark-to-market financing" }, { "self_ref": "#/texts/27", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 82.05468752000002, "r": 406.62999999999994, "b": 75.31510416000003, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 109 ] } ], "orig": "(1) Average loan size is inclusive of KREF's unfunded commitment. The whole loan average size is $172 million", "text": "(1) Average loan size is inclusive of KREF's unfunded commitment. The whole loan average size is $172 million" }, { "self_ref": "#/texts/28", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 72.78469752000001, "r": 405.83800000000014, "b": 66.04511416000003, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 109 ] } ], "orig": "(2) Based on outstanding principal amount of secured financing. The remaining is subject to credit marks only", "text": "(2) Based on outstanding principal amount of secured financing. The remaining is subject to credit marks only" }, { "self_ref": "#/texts/29", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 63.51467752000002, "r": 547.2079900000001, "b": 56.77509415999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 155 ] } ], "orig": "(3) Includes $135 million of cash, $500 million of undrawn corporate revolver capacity and $18 million of available borrowings based on existing collateral", "text": "(3) Includes $135 million of cash, $500 million of undrawn corporate revolver capacity and $18 million of available borrowings based on existing collateral" }, { "self_ref": "#/texts/30", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 54.244687520000014, "r": 146.89200000000002, "b": 47.50510415999997, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "(4) As of December 31, 2025", "text": "(4) As of December 31, 2025" }, { "self_ref": "#/texts/31", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 44.97469752000001, "r": 264.42199999999985, "b": 38.235114159999966, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 65 ] } ], "orig": "(5) Figures represent AUM across all KKR real estate transactions", "text": "(5) Figures represent AUM across all KKR real estate transactions" }, { "self_ref": "#/texts/32", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 517.65997, "t": 459.75570316000005, "r": 644.8499700000001, "b": 432.1024578451978, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 40 ] } ], "orig": "KREF's\tManager\tFully Integrated\twith\tKKR", "text": "KREF's\tManager\tFully Integrated\twith\tKKR", "level": 1 }, { "self_ref": "#/texts/33", "parent": { "$ref": "#/groups/4" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 518.62, "t": 406.93039067999996, "r": 635.068, "b": 370.16926672445527, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 25 ] } ], "orig": "16% KKR\tOwnership\tin\tKREF", "text": "16% KKR\tOwnership\tin\tKREF" }, { "self_ref": "#/texts/34", "parent": { "$ref": "#/groups/5" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 542.12, "t": 339.47671879999996, "r": 611.5439799999999, "b": 305.03925672445524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "$744\tB Global\tAUM (4)", "text": "$744\tB Global\tAUM (4)" }, { "self_ref": "#/texts/35", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 497.34, "t": 264.8967288, "r": 555.3599999999999, "b": 215.09925672445524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "$86\tB Real\tEstate AUM (4)(5)", "text": "$86\tB Real\tEstate AUM (4)(5)" }, { "self_ref": "#/texts/36", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 597.23999, "t": 264.8967288, "r": 663.2279900000002, "b": 215.09925672445524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "~125 Real\tEstate Professionals", "text": "~125 Real\tEstate Professionals" }, { "self_ref": "#/texts/37", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 490.10999, "t": 190.20203128000003, "r": 671.9219900000004, "b": 113.73926672445526, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 164 ] } ], "orig": "One\tfirm\tculture that\trewards investment\tdiscipline,\tcreativity\tand determination and\temphasizes\tthe sharing\tof\tinformation,\tresources, expertise\tand\tbest\tpractices", "text": 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[], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 4, "bbox": { "l": 45.12, "t": 58.83468751999999, "r": 284.81399999999996, "b": 52.095104160000005, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 69 ] } ], "orig": "(1) Represents Net Income or loss attributable to common stockholders", "text": "(1) Represents Net Income or loss attributable to common stockholders" }, { "self_ref": "#/texts/41", "parent": { "$ref": "#/tables/0" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 4, "bbox": { "l": 45.12, "t": 49.56469751999998, "r": 387.9900000000002, "b": 42.82511416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 104 ] } ], "orig": "(2) See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP", "text": "(2) See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP" }, { "self_ref": "#/texts/42", "parent": { "$ref": "#/tables/0" }, 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area is leased to, or will be converted to, life science-related space", "text": "(1) KREF classifies a loan as life science if more than 50% of the gross leasable area is leased to, or will be converted to, life science-related space" }, { "self_ref": "#/texts/51", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 7, "bbox": { "l": 44.25, "t": 54.054687520000016, "r": 297.54999999999995, "b": 47.315104159999976, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 72 ] } ], "orig": "(2) 'Other' property types include: 2% Student Housing and <1% Mixed Use", "text": "(2) 'Other' property types include: 2% Student Housing and <1% Mixed Use" }, { "self_ref": "#/texts/52", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 7, "bbox": { "l": 44.25, "t": 44.78469752000001, "r": 470.62400000000025, "b": 38.045114160000026, "coord_origin": "BOTTOMLEFT" }, "charspan": 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Actual results may differ", "text": "Note: This information reflects current targets as of the date presented and is subject to change. Actual results may differ" }, { "self_ref": "#/texts/68", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 8, "bbox": { "l": 44.01, "t": 64.72469752, "r": 235.52200000000002, "b": 57.985114159999966, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 57 ] } ], "orig": "(1) Represents target composition as of December 31, 2026", "text": "(1) Represents target composition as of December 31, 2026" }, { "self_ref": "#/texts/69", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 8, "bbox": { "l": 44.01, "t": 55.45467752000002, "r": 207.60199999999998, "b": 48.71509415999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 49 ] } ], "orig": "(2) Represents 2024 through 2026 originated loans", "text": "(2) Represents 2024 through 2026 originated loans" }, { "self_ref": "#/texts/70", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 8, "bbox": { "l": 44.01, "t": 46.18468752000001, "r": 256.2019999999999, "b": 39.44510416000003, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 66 ] } ], "orig": "(3) Assignment-in-lieu of foreclosure expected to close in Q2 2026", "text": "(3) Assignment-in-lieu of foreclosure expected to close in Q2 2026" }, { "self_ref": "#/texts/71", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 8, "bbox": { "l": 40.333333333333336, "t": 33.333333333333314, "r": 105.0, "b": 13.666666666666629, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/72", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 8, "bbox": { "l": 497.6666666666667, "t": 164.0, "r": 611.0, "b": 151.33333333333331, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 21 ] } ], "orig": "Long 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"Risk-\tRated\t3\tOffice\tAssets", "text": "Risk-\tRated\t3\tOffice\tAssets", "level": 1 }, { "self_ref": "#/texts/78", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 9, "bbox": { "l": 40.333333333333336, "t": 33.0, "r": 105.0, "b": 13.666666666666629, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/79", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 9, "bbox": { "l": 41.34, "t": 63.04467751999999, "r": 222.64399999999986, "b": 56.30509416000001, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 55 ] } ], "orig": "Note: Amounts shown in millions, except for Loan per SF", "text": "Note: Amounts shown in millions, except for Loan per SF" }, { "self_ref": "#/texts/80", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 9, "bbox": { "l": 674.66998, "t": 22.244931800000018, "r": 678.00598, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1 ] } ], "orig": "9", "text": "9" }, { "self_ref": "#/texts/81", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 10, "bbox": { "l": 43.92, "t": 505.61138632, "r": 519.8639999999998, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 41 ] } ], "orig": "KREF\tLife\tScience\tLoan\tPortfolio\tOverview", "text": "KREF\tLife\tScience\tLoan\tPortfolio\tOverview", "level": 1 }, { "self_ref": "#/texts/82", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 10, "bbox": { "l": 43.92, "t": 465.74203128000005, "r": 411.816, "b": 455.9981489957686, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 75 ] } ], "orig": "100%\tof\tKREF's\tloan\texposure\tis\tlocated\tin\tthe\ttop\ttwo\tLife\tScience\tmarkets", "text": "100%\tof\tKREF's\tloan\texposure\tis\tlocated\tin\tthe\ttop\ttwo\tLife\tScience\tmarkets", "level": 1 }, { "self_ref": "#/texts/83", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 10, "bbox": { "l": 309.14999, "t": 244.42938504, "r": 429.85398999999995, "b": 231.43754199435807, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 19 ] } ], "orig": "Life\tScience\tAssets", "text": "Life\tScience\tAssets", "level": 1 }, { "self_ref": "#/texts/84", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 10, "bbox": { "l": 607.94, "t": 450.44946361, "r": 699.7049900000001, "b": 441.17606560371274, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 22 ] } ], "orig": "Development\tStatus (4)", "text": "Development\tStatus (4)", "level": 1 }, { "self_ref": "#/texts/85", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [ { "page_no": 10, "bbox": { "l": 590.10999, "t": 351.27945361, "r": 717.5350000000001, "b": 342.0060556037127, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "Metropolitan\tStatistical\tArea (4)", "text": "Metropolitan\tStatistical\tArea (4)" }, { "self_ref": "#/texts/86", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 10, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "10", "text": "10" }, { "self_ref": "#/texts/87", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 11, "bbox": { "l": 43.92, "t": 505.61138632, "r": 421.0799999999999, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "Portfolio\tCredit\tQuality\tOverview", "text": "Portfolio\tCredit\tQuality\tOverview", "level": 1 }, { "self_ref": "#/texts/88", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 11, "bbox": { "l": 44.01, "t": 62.07467752000002, "r": 266.81799999999976, "b": 55.33509415999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 68 ] } ], "orig": "Note: The charts above are based on percentage of our loan portfolio", "text": "Note: The charts above are based on percentage of our loan portfolio" }, { "self_ref": "#/texts/89", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 11, "bbox": { "l": 44.01, "t": 52.804687520000016, "r": 622.3599999999997, "b": 46.065104159999976, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 180 ] } ], "orig": "(1) LTV is generally based on the initial loan amount divided by the as-is appraised value as of the date the loan was originated. Weighted average LTV excludes risk-rated 5 loans.", "text": "(1) LTV is generally based on the initial loan amount divided by the as-is appraised value as of the date the loan was originated. Weighted average LTV excludes risk-rated 5 loans." }, { "self_ref": "#/texts/90", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 11, "bbox": { "l": 44.01, "t": 43.53469752000001, "r": 252.91199999999972, "b": 36.795114160000026, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 60 ] } ], "orig": "(2) Weighted average is weighted by current principal amount", "text": "(2) Weighted average is weighted by current principal amount" }, { "self_ref": "#/texts/91", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 11, "bbox": { "l": 671.78003, "t": 22.244931800000018, "r": 678.0080300000001, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "11", "text": "11" }, { "self_ref": "#/texts/92", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 12, "bbox": { "l": 44.01, "t": 505.61138632, "r": 546.5819999999999, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "Watch\tList\tMigrations\tQuarter-over-Quarter", "text": "Watch\tList\tMigrations\tQuarter-over-Quarter", "level": 1 }, { "self_ref": "#/texts/93", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 12, "bbox": { "l": 46.08, "t": 463.58203128, "r": 595.7159999999997, "b": 453.83814899576856, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 113 ] } ], "orig": "In\t1Q'26,\tKREF\thad\tfour\trisk\trating\tdowngrades,\tincluding\tfour\tnew\tadditions\tto\tthe\twatch\tlist\tand\tone\tresolution", "text": "In\t1Q'26,\tKREF\thad\tfour\trisk\trating\tdowngrades,\tincluding\tfour\tnew\tadditions\tto\tthe\twatch\tlist\tand\tone\tresolution" }, { "self_ref": "#/texts/94", "parent": { "$ref": "#/pictures/18" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 12, "bbox": { "l": 44.01, "t": 55.54467751999999, "r": 675.7399999999984, "b": 39.53510416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 367 ] } ], "orig": "(1) Loan was modified and restructured into (i) a $63 million senior mortgage loan net of a sponsor paydown, and (ii) a $17 million subordinated note. The restructured senior loan was upgraded to risk-rated 3, and earns a coupon rate of S+3.65% and has a new term of five years. The $17 million subordinated note was deemed uncollectible and written off in March 2026", "text": "(1) Loan was modified and restructured into (i) a $63 million senior mortgage loan net of a sponsor paydown, and (ii) a $17 million subordinated note. The restructured senior loan was upgraded to risk-rated 3, and earns a coupon rate of S+3.65% and has a new term of five years. The $17 million subordinated note was deemed uncollectible and written off in March 2026" }, { "self_ref": "#/texts/95", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 12, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "12", "text": "12" }, { "self_ref": "#/texts/96", "parent": { "$ref": "#/groups/9" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 13, "bbox": { "l": 43.92, "t": 505.61138632, "r": 391.23199999999986, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Case\tStudies:\tWatch\tList\tLoans", "text": "Case\tStudies:\tWatch\tList\tLoans", "level": 1 }, { "self_ref": "#/texts/97", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 13, 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"children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 15, "bbox": { "l": 43.92, "t": 505.61138632, "r": 392.5479999999999, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Overview\tof\tReal\tEstate\tAssets", "text": "Overview\tof\tReal\tEstate\tAssets", "level": 1 }, { "self_ref": "#/texts/101", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 46.08, "t": 463.58203128, "r": 535.7739899999998, "b": 453.83814899576856, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 103 ] } ], "orig": "Proforma\tequity (1)\t of\tapproximately\t$506\tmillion\t($7.83\tper\tshare)\twas\theld\tin\tour\tReal\tEstate\tAssets", "text": "Proforma\tequity (1)\t of\tapproximately\t$506\tmillion\t($7.83\tper\tshare)\twas\theld\tin\tour\tReal\tEstate\tAssets" }, { "self_ref": "#/texts/102", "parent": { "$ref": "#/body" }, "children": [], "content_layer": 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"Diversified\tfinancing\tsources\ttotaling\t$7.2\tbillion\twith\t$2.6\tbillion\tof\tundrawn\tcapacity", "text": "Diversified\tfinancing\tsources\ttotaling\t$7.2\tbillion\twith\t$2.6\tbillion\tof\tundrawn\tcapacity" }, { "self_ref": "#/texts/105", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 16, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "16", "text": "16" }, { "self_ref": "#/texts/106", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 17, "bbox": { "l": 43.92, "t": 505.61138632, "r": 519.7799999999997, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "Financing\tOverview:\tTerm\tCredit\tFacilities", "text": "Financing\tOverview:\tTerm\tCredit\tFacilities", "level": 1 }, { "self_ref": "#/texts/107", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 17, "bbox": { "l": 40.333333333333336, "t": 33.666666666666686, "r": 105.0, "b": 13.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/108", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 17, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "17", "text": "17" }, { "self_ref": "#/texts/109", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 18, "bbox": { "l": 43.92, "t": 505.61138632, "r": 255.348, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 18 ] } ], "orig": "Liquidity\tOverview", "text": "Liquidity\tOverview", "level": 1 }, { "self_ref": "#/texts/110", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 44.11, "t": 466.02203128, "r": 625.2700199999997, "b": 456.27814899576856, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 122 ] } ], "orig": "In\taddition\tto\tthe\tavailable\tliquidity\tbelow,\tKREF\thad\t$535\tmillion of\ttotal\tunencumbered\tassets (1) \tas\tof\tMarch\t31,\t2026", "text": "In\taddition\tto\tthe\tavailable\tliquidity\tbelow,\tKREF\thad\t$535\tmillion of\ttotal\tunencumbered\tassets (1) \tas\tof\tMarch\t31,\t2026" }, { "self_ref": "#/texts/111", "parent": { "$ref": "#/pictures/28" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 18, "bbox": { "l": 44.76, "t": 65.56469751999998, "r": 564.1619899999995, "b": 58.82511416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 153 ] } ], "orig": "(1) Unencumbered assets includes $231 million of unencumbered senior loans, $217 million of real estate owned assets, and $87 million of CMBS investments", "text": "(1) Unencumbered assets includes $231 million of unencumbered senior loans, $217 million of real estate owned assets, and $87 million of CMBS investments" }, { "self_ref": "#/texts/112", "parent": { "$ref": "#/pictures/28" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 18, "bbox": { "l": 44.76, "t": 56.29467751999999, "r": 674.9739999999991, "b": 40.28510416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 220 ] } ], "orig": "(2) Represents under-levered amounts on financing facilities. While these amounts were previously contractually approved and/or drawn, in certain cases, the lender's consent is required for us to (re)borrow these amounts", "text": "(2) Represents under-levered amounts on financing facilities. While these amounts were previously contractually approved and/or drawn, in certain cases, the lender's consent is required for us to (re)borrow these amounts" }, { "self_ref": "#/texts/113", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 18, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "18", "text": "18" }, { "self_ref": "#/texts/114", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 44.25, "t": 505.61138632, "r": 616.5139999999998, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 49 ] } ], "orig": "Earnings\tSensitivity\tto\tChange\tin\tBenchmark\tRates", "text": "Earnings\tSensitivity\tto\tChange\tin\tBenchmark\tRates", "level": 1 }, { "self_ref": "#/texts/115", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 19, "bbox": { "l": 43.92, "t": 465.74203128000005, "r": 336.90000000000003, "b": 455.9981489957686, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 59 ] } ], "orig": "99%\tfloating-rate\tloan\tportfolio\tindexed\tto\tbenchmark\trates", "text": "99%\tfloating-rate\tloan\tportfolio\tindexed\tto\tbenchmark\trates" }, { "self_ref": "#/texts/116", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 19, "bbox": { "l": 44.76, "t": 54.16467752, "r": 193.10398999999998, "b": 47.425094160000015, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 45 ] } ], "orig": "Note: Based on portfolio as of March 31, 2026", "text": "Note: Based on portfolio as of March 31, 2026" }, { "self_ref": "#/texts/117", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "19", "text": "19" }, { "self_ref": "#/texts/118", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 20, "bbox": { "l": 43.88, "t": 371.24609384, "r": 182.084, "b": 342.01444698730563, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 8 ] } ], "orig": "Appendix", "text": "Appendix", "level": 1 }, { "self_ref": "#/texts/119", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 20, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "20", "text": "20" }, { "self_ref": "#/texts/120", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 21, "bbox": { "l": 43.92, "t": 505.61138632, "r": 301.17799999999994, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "1Q'26\tPortfolio\tDetails", "text": "1Q'26\tPortfolio\tDetails" }, { "self_ref": "#/texts/121", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 21, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "21", "text": "21" }, { "self_ref": "#/texts/122", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 22, "bbox": { "l": 43.92, "t": 505.61138632, "r": 301.17799999999994, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "1Q'26\tPortfolio\tDetails", "text": "1Q'26\tPortfolio\tDetails" }, { "self_ref": "#/texts/123", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 22, "bbox": { "l": 43.13, "t": 463.54467752, "r": 86.69000000000003, "b": 456.80509415999995, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "($ in Millions)", "text": "($ in Millions)", "level": 1 }, { "self_ref": "#/texts/124", "parent": { "$ref": "#/tables/12" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 22, "bbox": { "l": 46.92, "t": 235.47469751999995, "r": 162.39200000000002, "b": 228.73511415999997, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "*See footnotes on subsequent page", "text": "*See footnotes on subsequent page" }, { "self_ref": "#/texts/125", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 22, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "22", "text": "22" }, { "self_ref": "#/texts/126", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 23, "bbox": { "l": 43.92, "t": 505.61138632, "r": 301.17799999999994, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "1Q'26\tPortfolio\tDetails", "text": "1Q'26\tPortfolio\tDetails" }, { "self_ref": "#/texts/127", "parent": { "$ref": "#/groups/10" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 466.58468752, "r": 674.5559999999994, "b": 449.488755997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 219 ] } ], "orig": "(1) Our\ttotal\tportfolio\trepresents\tthe\tcurrent\tprincipal\tamount\tor\tinvestment\tamount\ton\tsenior\tand\tmezzanine\tloans,\treal\testate\tassets,\tCMBS\tinvestments\tand\tother\tinvestments.\tExcludes loans\tthat\twere\tfully\twritten\toff.", "text": "Our\ttotal\tportfolio\trepresents\tthe\tcurrent\tprincipal\tamount\tor\tinvestment\tamount\ton\tsenior\tand\tmezzanine\tloans,\treal\testate\tassets,\tCMBS\tinvestments\tand\tother\tinvestments.\tExcludes loans\tthat\twere\tfully\twritten\toff.", "enumerated": true, "marker": "(1)" }, { "self_ref": "#/texts/128", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 23, "bbox": { "l": 66.66, "t": 439.38470752, "r": 674.534, "b": 422.288775997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 373 ] } ], "orig": "For\tSenior\tLoan\t5,\tthe\ttotal\twhole\tloan\tis\ton\tnon-accrual\tand\thas\tan\toutstanding\tprincipal\tbalance\tof\t$194.4\tmillion,\tincluding\t(i)\ta\tfully\tfunded\tsenior\tmortgage\tloan\tof\t$120.0\tmillion,\tat an\tinterest\trate\tof\tS+2.25%\tand\t(ii)\ta\tmezzanine\tnote\twith\ta\tcommitment\tof\t$79.4\tmillion,\tof\twhich\t$74.4\tmillion\twas\tfunded\tas\tof\tMarch\t31,\t2026,\tat\ta\tfixed\tinterest\trate\tof\t4.5%\tPIK.", "text": "For\tSenior\tLoan\t5,\tthe\ttotal\twhole\tloan\tis\ton\tnon-accrual\tand\thas\tan\toutstanding\tprincipal\tbalance\tof\t$194.4\tmillion,\tincluding\t(i)\ta\tfully\tfunded\tsenior\tmortgage\tloan\tof\t$120.0\tmillion,\tat an\tinterest\trate\tof\tS+2.25%\tand\t(ii)\ta\tmezzanine\tnote\twith\ta\tcommitment\tof\t$79.4\tmillion,\tof\twhich\t$74.4\tmillion\twas\tfunded\tas\tof\tMarch\t31,\t2026,\tat\ta\tfixed\tinterest\trate\tof\t4.5%\tPIK." }, { "self_ref": "#/texts/129", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 416.18468752, "r": 489.7879999999999, "b": 409.688765997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 136 ] } ], "orig": "(2) Total\tWhole\tLoan\trepresents\tthe\ttotal\tcommitment\tof\tthe\tentire\tloan\toriginated,\tincluding\tparticipations\tby\tKKR\taffiliated\tentities.", "text": "Total\tWhole\tLoan\trepresents\tthe\ttotal\tcommitment\tof\tthe\tentire\tloan\toriginated,\tincluding\tparticipations\tby\tKKR\taffiliated\tentities.", "enumerated": true, "marker": "(2)" }, { "self_ref": "#/texts/130", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 403.58468752, "r": 660.6279999999996, "b": 386.488755997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 239 ] } ], "orig": "(3) Net\tequity\treflects\t(i)\tthe\tamortized\tcost\tbasis\tof\tour\tloans,\tnet\tof\tborrowings;\t(ii)\treal\testate\tassets,\tnet\tof\tborrowings\tand\tnoncontrolling\tinterests,\tand\t(iii)\tthe\tinvestment\tamount\tof equity\tmethod\tinvestments,\tnet\tof\tborrowings.", "text": "Net\tequity\treflects\t(i)\tthe\tamortized\tcost\tbasis\tof\tour\tloans,\tnet\tof\tborrowings;\t(ii)\treal\testate\tassets,\tnet\tof\tborrowings\tand\tnoncontrolling\tinterests,\tand\t(iii)\tthe\tinvestment\tamount\tof equity\tmethod\tinvestments,\tnet\tof\tborrowings.", "enumerated": true, "marker": "(3)" }, { "self_ref": "#/texts/131", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 380.38470752, "r": 654.5719999999997, "b": 363.28874599717903, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 238 ] } ], "orig": "(4) Weighted\taverage\tis\tweighted\tby\tthe\tcurrent\tprincipal\tamount\tof\tour\tloans\tand\tthe\tinvestment\tamount\tof\tCMBS\tinvestments.\tWeighted\taverage\tLTV\texcludes\trisk-rated\t5\tloans\tand weighted\taverage\tcoupon\texcludes\tloans\ton\tnonaccrual\tstatus.", "text": "Weighted\taverage\tis\tweighted\tby\tthe\tcurrent\tprincipal\tamount\tof\tour\tloans\tand\tthe\tinvestment\tamount\tof\tCMBS\tinvestments.\tWeighted\taverage\tLTV\texcludes\trisk-rated\t5\tloans\tand weighted\taverage\tcoupon\texcludes\tloans\ton\tnonaccrual\tstatus.", "enumerated": true, "marker": "(4)" }, { "self_ref": "#/texts/132", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 357.18468752, "r": 279.8839999999998, "b": 350.688765997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 64 ] } ], "orig": "(5) Coupon\texpressed\tas\tspread\tover\tTerm\tSOFR,\tSONIA\tor\tEURIBOR.", "text": "Coupon\texpressed\tas\tspread\tover\tTerm\tSOFR,\tSONIA\tor\tEURIBOR.", "enumerated": true, "marker": "(5)" }, { "self_ref": "#/texts/133", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 344.58468752, "r": 364.3799999999997, "b": 338.088765997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 94 ] } ], "orig": "(6) Maximum\tremaining\tterm\t(years)\tassumes\tall\textension\toptions\tare\texercised,\tif\tapplicable.", "text": "Maximum\tremaining\tterm\t(years)\tassumes\tall\textension\toptions\tare\texercised,\tif\tapplicable.", "enumerated": true, "marker": "(6)" }, { "self_ref": "#/texts/134", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 331.98467752, "r": 662.5180099999993, "b": 314.888785997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 270 ] } ], "orig": "(7) Loan\tPer\tSF\t/\tUnit\t/\tKey\tis\tbased\ton\tthe\tcurrent\tprincipal\tamount\tdivided\tby\tthe\tcurrent\tSF\t/\tUnit\t/\tKey.\tFor\tSenior\tLoans\t1,\t3,\t10,\t22\tand\t37,\tLoan\tPer\tSF\t/\tUnit\t/\tKey\tis\tcalculated\tas\tthe total\tcommitment\tamount\tof\tthe\tloan\tdivided\tby\tthe\tproposed\tSF\t/\tUnit\t/\tKey.", "text": "Loan\tPer\tSF\t/\tUnit\t/\tKey\tis\tbased\ton\tthe\tcurrent\tprincipal\tamount\tdivided\tby\tthe\tcurrent\tSF\t/\tUnit\t/\tKey.\tFor\tSenior\tLoans\t1,\t3,\t10,\t22\tand\t37,\tLoan\tPer\tSF\t/\tUnit\t/\tKey\tis\tcalculated\tas\tthe total\tcommitment\tamount\tof\tthe\tloan\tdivided\tby\tthe\tproposed\tSF\t/\tUnit\t/\tKey.", "enumerated": true, "marker": "(7)" }, { "self_ref": "#/texts/135", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 308.78466752, "r": 664.7319999999994, "b": 270.488755997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 585 ] } ], "orig": "(8) For\tsenior\tloans,\tLTV\tis\tgenerally\tbased\ton\tthe\tinitial\tloan\tamount\tdivided\tby\tthe\tas-is\tappraised\tvalue\tas\tof\tthe\tdate\tthe\tloan\twas\toriginated;\tfor\tconstruction\tloans,\tLTV\tis\tgenerally calculated\tas\tthe\ttotal\tcommitment\tamount\tof\tthe\tloan\tdivided\tby\tthe\tas-stabilized\tvalue;\tfor\tmezzanine\tloans,\tLTV\tis\tbased\ton\tthe\tinitial\tbalance\tof\tthe\twhole\tloan\tdivided\tby\tthe\tas-is appraised\tvalue\tas\tof\tthe\tdate\tthe\tloan\twas\toriginated;\tfor\tCMBS\tinvestments,\tLTV\tis\tbased\ton\tthe\tweighted\taverage\tLTV\tof\tthe\tunderlying\tloan\tpool\tat\tissuance.\tWeighted\tAverage\tLTV excludes\trisk-rated\t5\tloans.", "text": "For\tsenior\tloans,\tLTV\tis\tgenerally\tbased\ton\tthe\tinitial\tloan\tamount\tdivided\tby\tthe\tas-is\tappraised\tvalue\tas\tof\tthe\tdate\tthe\tloan\twas\toriginated;\tfor\tconstruction\tloans,\tLTV\tis\tgenerally calculated\tas\tthe\ttotal\tcommitment\tamount\tof\tthe\tloan\tdivided\tby\tthe\tas-stabilized\tvalue;\tfor\tmezzanine\tloans,\tLTV\tis\tbased\ton\tthe\tinitial\tbalance\tof\tthe\twhole\tloan\tdivided\tby\tthe\tas-is appraised\tvalue\tas\tof\tthe\tdate\tthe\tloan\twas\toriginated;\tfor\tCMBS\tinvestments,\tLTV\tis\tbased\ton\tthe\tweighted\taverage\tLTV\tof\tthe\tunderlying\tloan\tpool\tat\tissuance.\tWeighted\tAverage\tLTV excludes\trisk-rated\t5\tloans.", "enumerated": true, "marker": "(8)" }, { "self_ref": "#/texts/136", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 264.38467752, "r": 669.2179899999998, "b": 247.28877599717902, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 249 ] } ], "orig": "(9) Represents\treal\testate\tassets\theld\tthrough\ta\tTenant-in-Common\t(\"TIC\")\tagreement\tbetween\tus\tand\ta\tKKR\taffiliate.\tWe\thold\ta\t74.6%\teconomic\tinterest\tin\tthe\treal\testate\tassets\tand\tshare decision-making\twith\tthe\tKKR\taffiliate\tunder\tthe\tTIC\tagreement.", "text": "Represents\treal\testate\tassets\theld\tthrough\ta\tTenant-in-Common\t(\"TIC\")\tagreement\tbetween\tus\tand\ta\tKKR\taffiliate.\tWe\thold\ta\t74.6%\teconomic\tinterest\tin\tthe\treal\testate\tassets\tand\tshare decision-making\twith\tthe\tKKR\taffiliate\tunder\tthe\tTIC\tagreement.", "enumerated": true, "marker": "(9)" }, { "self_ref": "#/texts/137", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 241.18468752, "r": 652.4279999999995, "b": 224.08876599717905, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 228 ] } ], "orig": "(10) Represents\tour\tinvestment\tin\tan\taggregator\tvehicle\tthat\tinvests\tin\tCMBS\tB-Pieces.\tCommitted\tprincipal\trepresents\tour\ttotal\tcommitment\tto\tthe\taggregator\tvehicle\twhereas\tcurrent principal\trepresents\tthe\tcurrent\tfunded\tamount.", "text": "Represents\tour\tinvestment\tin\tan\taggregator\tvehicle\tthat\tinvests\tin\tCMBS\tB-Pieces.\tCommitted\tprincipal\trepresents\tour\ttotal\tcommitment\tto\tthe\taggregator\tvehicle\twhereas\tcurrent principal\trepresents\tthe\tcurrent\tfunded\tamount.", "enumerated": true, "marker": "(10)" }, { "self_ref": "#/texts/138", "parent": { "$ref": "#/groups/11" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 217.98467752, "r": 672.036, "b": 179.68876599717902, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 611 ] } ], "orig": "(11) Represents\tour\t50%\teconomic\tinterest\tin\tan\taffiliated\tcompany,\twhich\tis\tinvested\tin\ta\tsenior\tmortgage\tloan\tthat\tis\tcollateralized\tby\tindustrial\tproperties\tlocated\tin\tFrance.\tThe\tunderlying senior\tmortgage\tloan\twith\tan\toutstanding\tprincipal\tbalance\tof\t\u20ac65.2\tmillion,\thas\ta\tcoupon\tof\t2.8%,\tterm\tto\tmaturity\tof\t2.8\tyears\tand\tLTV\tof\t69%.\tThe\taffiliated\tcompany's\tinvestment\tin the\tunderlying\tsenior\tmortgage\tloan\tis\t80%\tfinanced\twith\ta\tfunding\tcost\tof\tEURIBOR\t+\t1.6%.\tKREF\tdoes\tnot\thave\tunilateral\tauthority\tto\tdirect\tthe\tactivities\tthat\tmost\tsignificantly\timpact the\taffiliated\tcompany's\teconomic\tperformance.", "text": "Represents\tour\t50%\teconomic\tinterest\tin\tan\taffiliated\tcompany,\twhich\tis\tinvested\tin\ta\tsenior\tmortgage\tloan\tthat\tis\tcollateralized\tby\tindustrial\tproperties\tlocated\tin\tFrance.\tThe\tunderlying senior\tmortgage\tloan\twith\tan\toutstanding\tprincipal\tbalance\tof\t\u20ac65.2\tmillion,\thas\ta\tcoupon\tof\t2.8%,\tterm\tto\tmaturity\tof\t2.8\tyears\tand\tLTV\tof\t69%.\tThe\taffiliated\tcompany's\tinvestment\tin the\tunderlying\tsenior\tmortgage\tloan\tis\t80%\tfinanced\twith\ta\tfunding\tcost\tof\tEURIBOR\t+\t1.6%.\tKREF\tdoes\tnot\thave\tunilateral\tauthority\tto\tdirect\tthe\tactivities\tthat\tmost\tsignificantly\timpact the\taffiliated\tcompany's\teconomic\tperformance.", "enumerated": true, "marker": "(11)" }, { "self_ref": "#/texts/139", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 23, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "23", "text": "23" }, { "self_ref": "#/texts/140", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 24, "bbox": { "l": 43.92, "t": 505.61138632, "r": 308.43, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 24 ] } ], "orig": "1Q'26\tPortfolio\tActivity", "text": "1Q'26\tPortfolio\tActivity", "level": 1 }, { "self_ref": "#/texts/141", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 24, "bbox": { "l": 40.333333333333336, "t": 33.333333333333314, "r": 105.0, "b": 13.666666666666629, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/142", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 24, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "24", "text": "24" }, { "self_ref": "#/texts/143", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 25, "bbox": { "l": 43.92, "t": 505.61138632, "r": 396.04799999999983, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Fully\tExtended\tLoan\tMaturities", "text": "Fully\tExtended\tLoan\tMaturities", "level": 1 }, { "self_ref": "#/texts/144", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 25, "bbox": { "l": 44.01, "t": 455.66205128, "r": 332.912, "b": 445.91816899576855, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 58 ] } ], "orig": "Fully\textended\tweighted\taverage\tloan\tmaturity\tof\t1.7\tyears", "text": "Fully\textended\tweighted\taverage\tloan\tmaturity\tof\t1.7\tyears" }, { "self_ref": "#/texts/145", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 25, "bbox": { "l": 44.76, "t": 53.774687519999986, "r": 371.09600000000034, "b": 47.03510416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 97 ] } ], "orig": "Note: Based on current principal amount. Excludes real estate owned and equity method investments", "text": "Note: Based on current principal amount. Excludes real estate owned and equity method investments" }, { "self_ref": "#/texts/146", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 25, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "25", "text": "25" }, { "self_ref": "#/texts/147", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 26, "bbox": { "l": 43.92, "t": 505.61138632, "r": 370.34399999999994, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 27 ] } ], "orig": "Consolidated\tBalance\tSheets", "text": "Consolidated\tBalance\tSheets", "level": 1 }, { "self_ref": "#/texts/148", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 26, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "26", "text": "26" }, { "self_ref": "#/texts/149", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 27, "bbox": { "l": 43.92, "t": 505.61138632, "r": 450.22799999999995, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "Consolidated\tStatements\tof\tIncome", "text": "Consolidated\tStatements\tof\tIncome", "level": 1 }, { "self_ref": "#/texts/150", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 27, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "27", "text": "27" }, { "self_ref": "#/texts/151", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 28, "bbox": { "l": 43.92, "t": 504.86138632, "r": 551.8679999999998, "b": 453.0056709901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 73 ] } ], "orig": "Reconciliation\tof\tGAAP\tNet\tIncome\t(Loss)\tto Distributable\tEarnings\t(Loss)", "text": "Reconciliation\tof\tGAAP\tNet\tIncome\t(Loss)\tto Distributable\tEarnings\t(Loss)", "level": 1 }, { "self_ref": "#/texts/152", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 28, "bbox": { "l": 43.2, "t": 47.42468752000002, "r": 224.50199999999984, "b": 40.68510415999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 50 ] } ], "orig": "(1) Numbers presented may not foot due to rounding", "text": "(1) Numbers presented may not foot due to rounding" }, { "self_ref": "#/texts/153", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 28, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "28", "text": "28" }, { "self_ref": "#/texts/154", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 29, "bbox": { "l": 43.92, "t": 505.61138632, "r": 214.86, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 15 ] } ], "orig": "Key\tDefinitions", "text": "Key\tDefinitions", "level": 1 }, { "self_ref": "#/texts/155", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 29, "bbox": { "l": 44.54, "t": 451.60650346, "r": 670.3550000000006, "b": 375.1786017468264, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 1143 ] } ], "orig": "'Distributable\tEarnings\t(Loss)\": The\tCompany\tdefines\tDistributable\tEarnings\tas\tnet\tincome\t(loss)\tattributable\tto\tcommon\tstockholders\tor,\twithout\tduplication,\towners\tof the\tCompany's\tsubsidiaries,\tcomputed\tin\taccordance\twith\tGAAP,\tincluding\trealized\tlosses\tnot\totherwise\tincluded\tin\tGAAP\tnet\tincome\t(loss)\tand\texcluding\t(i)\tnon-cash equity\tcompensation\texpense,\t(ii)\tdepreciation\tand\tamortization,\t(iii)\tany\tunrealized\tgains\tor\tlosses\tor\tother\tsimilar\tnon-cash\titems\tthat\tare\tincluded\tin\tnet\tincome\tfor\tthe applicable\treporting\tperiod,\tregardless\tof\twhether\tsuch\titems\tare\tincluded\tin\tother\tcomprehensive\tincome\tor\tloss,\tor\tin\tnet\tincome,\tand\t(iv)\tone-time\tevents\tpursuant\tto changes\tin\tGAAP\tand\tcertain\tmaterial\tnon-cash\tincome\tor\texpense\titems\tagreed\tupon\tafter\tdiscussions\tbetween\tthe\tCompany's\tManager\tand\tboard\tof\tdirectors\tand\tafter approval\tby\ta\tmajority\tof\tthe\tindependent\tdirectors.\tThe\texclusion\tof\tdepreciation\tand\tamortization\tfrom\tthe\tcalculation\tof\tDistributable\tEarnings\tonly\tapplies\tto\tdebt investments\trelated\tto\treal\testate\tto\tthe\textent\tthe\tCompany\tforecloses\tupon\tthe\tproperty\tor\tproperties\tunderlying\tsuch\tdebt\tinvestments.", "text": "'Distributable\tEarnings\t(Loss)\": The\tCompany\tdefines\tDistributable\tEarnings\tas\tnet\tincome\t(loss)\tattributable\tto\tcommon\tstockholders\tor,\twithout\tduplication,\towners\tof the\tCompany's\tsubsidiaries,\tcomputed\tin\taccordance\twith\tGAAP,\tincluding\trealized\tlosses\tnot\totherwise\tincluded\tin\tGAAP\tnet\tincome\t(loss)\tand\texcluding\t(i)\tnon-cash equity\tcompensation\texpense,\t(ii)\tdepreciation\tand\tamortization,\t(iii)\tany\tunrealized\tgains\tor\tlosses\tor\tother\tsimilar\tnon-cash\titems\tthat\tare\tincluded\tin\tnet\tincome\tfor\tthe applicable\treporting\tperiod,\tregardless\tof\twhether\tsuch\titems\tare\tincluded\tin\tother\tcomprehensive\tincome\tor\tloss,\tor\tin\tnet\tincome,\tand\t(iv)\tone-time\tevents\tpursuant\tto changes\tin\tGAAP\tand\tcertain\tmaterial\tnon-cash\tincome\tor\texpense\titems\tagreed\tupon\tafter\tdiscussions\tbetween\tthe\tCompany's\tManager\tand\tboard\tof\tdirectors\tand\tafter approval\tby\ta\tmajority\tof\tthe\tindependent\tdirectors.\tThe\texclusion\tof\tdepreciation\tand\tamortization\tfrom\tthe\tcalculation\tof\tDistributable\tEarnings\tonly\tapplies\tto\tdebt investments\trelated\tto\treal\testate\tto\tthe\textent\tthe\tCompany\tforecloses\tupon\tthe\tproperty\tor\tproperties\tunderlying\tsuch\tdebt\tinvestments." }, { "self_ref": "#/texts/156", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 29, "bbox": { "l": 44.54, "t": 364.96652345999996, "r": 670.1389999999999, "b": 334.6186017468264, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 471 ] } ], "orig": "Distributable\t Earnings\t should\t not\t be\t considered\t as\t a\t substitute\t for\t GAAP\t net\t income\t or\t taxable\t income.\t The\t Company\t cautions\t readers\t that\t its\t methodology\t for calculating\tDistributable\tEarnings\tmay\tdiffer\tfrom\tthe\tmethodologies\temployed\tby\tother\tREITs\tto\tcalculate\tthe\tsame\tor\tsimilar\tsupplemental\tperformance\tmeasures,\tand as\ta\tresult,\tthe\tCompany's\treported\tDistributable\tEarnings\tmay\tnot\tbe\tcomparable\tto\tsimilar\tmeasures\tpresented\tby\tother\tREITs.", "text": "Distributable\t Earnings\t should\t not\t be\t considered\t as\t a\t substitute\t for\t GAAP\t net\t income\t or\t taxable\t income.\t The\t Company\t cautions\t readers\t that\t its\t methodology\t for calculating\tDistributable\tEarnings\tmay\tdiffer\tfrom\tthe\tmethodologies\temployed\tby\tother\tREITs\tto\tcalculate\tthe\tsame\tor\tsimilar\tsupplemental\tperformance\tmeasures,\tand as\ta\tresult,\tthe\tCompany's\treported\tDistributable\tEarnings\tmay\tnot\tbe\tcomparable\tto\tsimilar\tmeasures\tpresented\tby\tother\tREITs." }, { "self_ref": "#/texts/157", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 29, "bbox": { "l": 44.54, "t": 324.40652346, "r": 670.3490000000004, "b": 305.57862174682646, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 319 ] } ], "orig": "LEED: LEED\tis\tthe\tmost\twidely\tused\tgreen\tbuilding\trating\tsystem\tin\tthe\tworld.\tLEED\tcertification\tprovides\tindependent\tverification\tof\ta\tbuilding\tor\tneighborhood's\tgreen features,\tallowing\tfor\tthe\tdesign,\tconstruction,\toperations\tand\tmaintenance\tof\tresource-efficient,\thigh-performing,\thealthy,\tcost-effective\tbuildings.", "text": "LEED: LEED\tis\tthe\tmost\twidely\tused\tgreen\tbuilding\trating\tsystem\tin\tthe\tworld.\tLEED\tcertification\tprovides\tindependent\tverification\tof\ta\tbuilding\tor\tneighborhood's\tgreen features,\tallowing\tfor\tthe\tdesign,\tconstruction,\toperations\tand\tmaintenance\tof\tresource-efficient,\thigh-performing,\thealthy,\tcost-effective\tbuildings." }, { "self_ref": "#/texts/158", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 29, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "29", "text": "29" }, { "self_ref": "#/texts/159", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Income Statement", "text": "Income Statement" }, { "self_ref": "#/texts/160", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP", "text": "(1) See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP" }, { "self_ref": "#/texts/161", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Includes real estate owned and an equity method investment", "text": "(2) Includes real estate owned and an equity method investment" }, { "self_ref": "#/texts/162", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Book value per share includes CECL allowance of $260 million or ($4.03) per share and accumulated depreciation of $6 million or ($0.10) per share", "text": "(3) Book value per share includes CECL allowance of $260 million or ($4.03) per share and accumulated depreciation of $6 million or ($0.10) per share" }, { "self_ref": "#/texts/163", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(4) Amount excludes 395,889 deferred stock units", "text": "(4) Amount excludes 395,889 deferred stock units" }, { "self_ref": "#/texts/164", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Balance Sheet", "text": "Balance Sheet" }, { "self_ref": "#/texts/165", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in Millions)", "text": "($ in Millions)" }, { "self_ref": "#/texts/166", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "in accordance with GAAP", "text": "in accordance with GAAP" }, { "self_ref": "#/texts/167", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "and accumulated depreciation of $6 million or ($0.10) per share", "text": "and accumulated depreciation of $6 million or ($0.10) per share" }, { "self_ref": "#/texts/168", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "1Q 26 Loan Originations \u2013 Case Study", "text": "1Q 26 Loan Originations \u2013 Case Study" }, { "self_ref": "#/texts/169", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan size is \u00a3136 million in local currency. The total whole loan is $438 million, or \u00a3323 million, co-originated and co-funded by KREF and KKR affiliates. KREF\u2019s interest was 42% of the loan", "text": "(1) Loan size is \u00a3136 million in local currency. The total whole loan is $438 million, or \u00a3323 million, co-originated and co-funded by KREF and KKR affiliates. KREF\u2019s interest was 42% of the loan" }, { "self_ref": "#/texts/170", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) LTV based on initial loan amount divided by the as-is appraised value as of the date the loan was originated", "text": "(2) LTV based on initial loan amount divided by the as-is appraised value as of the date the loan was originated" }, { "self_ref": "#/texts/171", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "KREF Office Loan Portfolio Overview", "text": "KREF Office Loan Portfolio Overview" }, { "self_ref": "#/texts/172", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Amounts shown in millions, except for Loan per SF", "text": "Amounts shown in millions, except for Loan per SF" }, { "self_ref": "#/texts/173", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan Per SF based on current principal amount divided by current SF", "text": "(1) Loan Per SF based on current principal amount divided by current SF" }, { "self_ref": "#/texts/174", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount", "text": "(2) Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount" }, { "self_ref": "#/texts/175", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "KREF Life Science Loan Portfolio Overview", "text": "KREF Life Science Loan Portfolio Overview" }, { "self_ref": "#/texts/176", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "100% of KREF's loan exposure is located in the top two Life Science markets", "text": "100% of KREF's loan exposure is located in the top two Life Science markets" }, { "self_ref": "#/texts/177", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(Amounts shown in millions, except for Loan per SF)", "text": "(Amounts shown in millions, except for Loan per SF)" }, { "self_ref": "#/texts/178", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Amounts shown in millions, except for Loan per SF", "text": "Amounts shown in millions, except for Loan per SF" }, { "self_ref": "#/texts/179", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan Per SF based on current principal amount divided by current SF. For Construction loans, Loan per SF based on total commitment amount of the loan divided by the proposed SF", "text": "(1) Loan Per SF based on current principal amount divided by current SF. For Construction loans, Loan per SF based on total commitment amount of the loan divided by the proposed SF" }, { "self_ref": "#/texts/180", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount", "text": "(2) Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount" }, { "self_ref": "#/texts/181", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Loan is in maturity default as of March 31, 2026. Expected REO resolution in Q2 2026", "text": "(3) Loan is in maturity default as of March 31, 2026. Expected REO resolution in Q2 2026" }, { "self_ref": "#/texts/182", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(4) Based on committed principal", "text": "(4) Based on committed principal" }, { "self_ref": "#/texts/183", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Case Studies: Watch List Loans", "text": "Case Studies: Watch List Loans" }, { "self_ref": "#/texts/184", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan basis reflects outstanding current principal amount before any CECL adjustments", "text": "(1) Loan basis reflects outstanding current principal amount before any CECL adjustments" }, { "self_ref": "#/texts/185", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) The total whole loan was $199 million, including (i) a fully funded senior mortgage loan of $120 million, at an interest rate of S+2.3% and (ii) a mezzanine note with a commitment of $79 million, of which $74 million was funded as of March 31, 2026, at a fixed PIK interest rate of 4.5%", "text": "(2) The total whole loan was $199 million, including (i) a fully funded senior mortgage loan of $120 million, at an interest rate of S+2.3% and (ii) a mezzanine note with a commitment of $79 million, of which $74 million was funded as of March 31, 2026, at a fixed PIK interest rate of 4.5%" }, { "self_ref": "#/texts/186", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) The total whole loan is $332 million, co-originated and co-funded by KREF and a KKR affiliate. KREF\u2019s interest was 50% of the loan", "text": "(3) The total whole loan is $332 million, co-originated and co-funded by KREF and a KKR affiliate. KREF\u2019s interest was 50% of the loan" }, { "self_ref": "#/texts/187", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(4) Loan is in maturity default as of March 31, 2026. Expected REO resolution in Q2 2026", "text": "(4) Loan is in maturity default as of March 31, 2026. Expected REO resolution in Q2 2026" }, { "self_ref": "#/texts/188", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Case Studies: Watch List Loans cont.", "text": "Case Studies: Watch List Loans cont." }, { "self_ref": "#/texts/189", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan basis reflects outstanding current principal amount before any CECL adjustments", "text": "(1) Loan basis reflects outstanding current principal amount before any CECL adjustments" }, { "self_ref": "#/texts/190", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Real Estate Owned", "text": "Real Estate Owned" }, { "self_ref": "#/texts/191", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Proforma equity(1) of approximately $506 million ($7.83 per share) was held in our Real Estate Assets", "text": "Proforma equity(1) of approximately $506 million ($7.83 per share) was held in our Real Estate Assets" }, { "self_ref": "#/texts/192", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Figures as of March 31, 2026. Property type and location breakouts based on total investment amount", "text": "Figures as of March 31, 2026. Property type and location breakouts based on total investment amount" }, { "self_ref": "#/texts/193", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Equity represents investment amount less current financing and noncontrolling interests", "text": "(1) Equity represents investment amount less current financing and noncontrolling interests" }, { "self_ref": "#/texts/194", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Investment Amount represents the value of land, building, and certain other adjustments to basis, net of noncontrolling interests", "text": "(2) Investment Amount represents the value of land, building, and certain other adjustments to basis, net of noncontrolling interests" }, { "self_ref": "#/texts/195", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Included in \"Equity method investment, real estate asset\" on the Condensed Consolidated Balance Sheets", "text": "(3) Included in \"Equity method investment, real estate asset\" on the Condensed Consolidated Balance Sheets" }, { "self_ref": "#/texts/196", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(4) Estimated entitlement of 4+ million square feet", "text": "(4) Estimated entitlement of 4+ million square feet" }, { "self_ref": "#/texts/197", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(5) Assignment-in-lieu of foreclosure expected to close in Q2 2026. Investment amount of $127 million represents the loan's Carrying Value (Amortized Cost less CECL reserve)", "text": "(5) Assignment-in-lieu of foreclosure expected to close in Q2 2026. Investment amount of $127 million represents the loan's Carrying Value (Amortized Cost less CECL reserve)" }, { "self_ref": "#/texts/198", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Summary of Outstanding Financing", "text": "Summary of Outstanding Financing" }, { "self_ref": "#/texts/199", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Diversified financing sources totaling $7.2 billion with $2.6 billion of undrawn capacity", "text": "Diversified financing sources totaling $7.2 billion with $2.6 billion of undrawn capacity" }, { "self_ref": "#/texts/200", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in Millions)", "text": "($ in Millions)" }, { "self_ref": "#/texts/201", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "1 Weighted average coupon expressed as spread over the applicable benchmark rate (Term SOFR, EURIBOR or SONIA)", "text": "1 Weighted average coupon expressed as spread over the applicable benchmark rate (Term SOFR, EURIBOR or SONIA)" }, { "self_ref": "#/texts/202", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "2 Term credit facilities are marked to credit only and not subject to capital markets mark-to-market provisions", "text": "2 Term credit facilities are marked to credit only and not subject to capital markets mark-to-market provisions" }, { "self_ref": "#/texts/203", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "3 Represents (i) total outstanding debt agreements (excluding non-recourse facilities), and secured term loan, less cash to (ii) KREF stockholders' equity, in each case, at period end", "text": "3 Represents (i) total outstanding debt agreements (excluding non-recourse facilities), and secured term loan, less cash to (ii) KREF stockholders' equity, in each case, at period end" }, { "self_ref": "#/texts/204", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "4 Represents (i) total outstanding debt agreements, secured term loan, and collateralized loan obligations, less cash to (ii) KREF stockholder's equity, in each case, at period end", "text": "4 Represents (i) total outstanding debt agreements, secured term loan, and collateralized loan obligations, less cash to (ii) KREF stockholder's equity, in each case, at period end" }, { "self_ref": "#/texts/205", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "5 Based on outstanding principal amount of secured financing", "text": "5 Based on outstanding principal amount of secured financing" }, { "self_ref": "#/texts/206", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Financing Overview: Term Credit Facilities", "text": "Financing Overview: Term Credit Facilities" }, { "self_ref": "#/texts/207", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in Millions)", "text": "($ in Millions)" }, { "self_ref": "#/texts/208", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Facility size is \u00a3300 million in local currency", "text": "(1) Facility size is \u00a3300 million in local currency" }, { "self_ref": "#/texts/209", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Based on extended maturity date", "text": "(2) Based on extended maturity date" }, { "self_ref": "#/texts/210", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Weighted average pricing expressed as spread over the applicable benchmark rate (Term SOFR, EURIBOR or SONIA)", "text": "(3) Weighted average pricing expressed as spread over the applicable benchmark rate (Term SOFR, EURIBOR or SONIA)" }, { "self_ref": "#/texts/211", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(4) Based on principal balance of financing", "text": "(4) Based on principal balance of financing" }, { "self_ref": "#/texts/212", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "1Q'26 Portfolio Details", "text": "1Q'26 Portfolio Details" }, { "self_ref": "#/texts/213", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "1Q'26 Portfolio Details", "text": "1Q'26 Portfolio Details" }, { "self_ref": "#/texts/214", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in Millions)", "text": "($ in Millions)" }, { "self_ref": "#/texts/215", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* See footnotes on subsequent page", "text": "* See footnotes on subsequent page" }, { "self_ref": "#/texts/216", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Consolidated Balance Sheets", "text": "Consolidated Balance Sheets" }, { "self_ref": "#/texts/217", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(in thousands - except share and per share data)", "text": "(in thousands - except share and per share data)" }, { "self_ref": "#/texts/218", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Consolidated Statements of Income", "text": "Consolidated Statements of Income" }, { "self_ref": "#/texts/219", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(in thousands - except share and per share data)", "text": "(in thousands - except share and per share data)" }, { "self_ref": "#/texts/220", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Reconciliation of GAAP Net Income (Loss) to Distributable Earnings (Loss)", "text": "Reconciliation of GAAP Net Income (Loss) to Distributable Earnings (Loss)" }, { "self_ref": "#/texts/221", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(in thousands - except share and per share data)", "text": "(in thousands - except share and per share data)" }, { "self_ref": "#/texts/222", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Numbers presented may not foot due to rounding", "text": "(1) Numbers presented may not foot due to rounding" }, { "self_ref": "#/texts/223", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "1Q 26 Loan Originations \u2013 Case Study", "text": "1Q 26 Loan Originations \u2013 Case Study" }, { "self_ref": "#/texts/224", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) KREF classifies a loan as life science if more than 50% of the gross leasable area is leased to, or will be converted to, life science-related space", "text": "(1) KREF classifies a loan as life science if more than 50% of the gross leasable area is leased to, or will be converted to, life science-related space" }, { "self_ref": "#/texts/225", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) \"Other\" property types include: 2% Student Housing and <1% Mixed Use", "text": "(2) \"Other\" property types include: 2% Student Housing and <1% Mixed Use" }, { "self_ref": "#/texts/226", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Office property certification % is based on current principal loan balance; see description for LEED certification in the Appendix", "text": "(3) Office property certification % is based on current principal loan balance; see description for LEED certification in the Appendix" }, { "self_ref": "#/texts/227", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "This information reflects current targets as of the date presented and is subject to change. Actual results may differ", "text": "This information reflects current targets as of the date presented and is subject to change. Actual results may differ" }, { "self_ref": "#/texts/228", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Represents target composition as of December 31, 2026", "text": "(1) Represents target composition as of December 31, 2026" }, { "self_ref": "#/texts/229", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Represents 2024 through 2026 originated loans", "text": "(2) Represents 2024 through 2026 originated loans" }, { "self_ref": "#/texts/230", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Assignment-in-lieu of foreclosure expected to close in Q2 2026", "text": "(3) Assignment-in-lieu of foreclosure expected to close in Q2 2026" }, { "self_ref": "#/texts/231", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Amounts shown in millions, except for Loan per SF", "text": "Amounts shown in millions, except for Loan per SF" }, { "self_ref": "#/texts/232", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "1 Loan Per SF based on current principal amount divided by current SF", "text": "1 Loan Per SF based on current principal amount divided by current SF" }, { "self_ref": "#/texts/233", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "2 Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount", "text": "2 Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount" }, { "self_ref": "#/texts/234", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Amounts shown in millions, except for Loan per SF", "text": "Amounts shown in millions, except for Loan per SF" }, { "self_ref": "#/texts/235", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "4 Based on committed principal", "text": "4 Based on committed principal" }, { "self_ref": "#/texts/236", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "The charts above are based on percentage of our loan portfolio", "text": "The charts above are based on percentage of our loan portfolio" }, { "self_ref": "#/texts/237", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) LTV is generally based on the initial loan amount divided by the as-is appraised value as of the date the loan was originated. Weighted average LTV excludes risk-rated 5 loans.", "text": "(1) LTV is generally based on the initial loan amount divided by the as-is appraised value as of the date the loan was originated. Weighted average LTV excludes risk-rated 5 loans." }, { "self_ref": "#/texts/238", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Weighted average is weighted by current principal amount", "text": "(2) Weighted average is weighted by current principal amount" }, { "self_ref": "#/texts/239", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Weighted average is weighted by current principal amount", "text": "(2) Weighted average is weighted by current principal amount" }, { "self_ref": "#/texts/240", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan was modified and restructured into (i) a $63 million senior mortgage loan net of a sponsor paydown, and (ii) a $17 million subordinated note. The restructured senior loan was upgraded to risk-rated 3, and earns a coupon rate of S+3.65% and has a new term of five years. The $17 million subordinated note was deemed uncollectible and written off in March 2026", "text": "(1) Loan was modified and restructured into (i) a $63 million senior mortgage loan net of a sponsor paydown, and (ii) a $17 million subordinated note. The restructured senior loan was upgraded to risk-rated 3, and earns a coupon rate of S+3.65% and has a new term of five years. The $17 million subordinated note was deemed uncollectible and written off in March 2026" }, { "self_ref": "#/texts/241", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Figures as of March 31, 2026. Property type and location breakouts based on total investment amount", "text": "Figures as of March 31, 2026. Property type and location breakouts based on total investment amount" }, { "self_ref": "#/texts/242", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "3 Represents (i) total outstanding debt agreements (excluding non-recourse facilities), and secured term loan, less cash to (ii) KREF stockholders' equity, in each case, at period end", "text": "3 Represents (i) total outstanding debt agreements (excluding non-recourse facilities), and secured term loan, less cash to (ii) KREF stockholders' equity, in each case, at period end" }, { "self_ref": "#/texts/243", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "4 Represents (i) total outstanding debt agreements, secured term loan, and collateralized loan obligations, less cash to (ii) KREF stockholder's equity, in each case, at period end", "text": "4 Represents (i) total outstanding debt agreements, secured term loan, and collateralized loan obligations, less cash to (ii) KREF stockholder's equity, in each case, at period end" }, { "self_ref": "#/texts/244", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "5 Based on outstanding principal amount of secured financing", "text": "5 Based on outstanding principal amount of secured financing" }, { "self_ref": "#/texts/245", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "4 Based on principal balance of financing", "text": "4 Based on principal balance of financing" }, { "self_ref": "#/texts/246", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Represents under-levered amounts on financing facilities. While these amounts were previously contractually approved and/or drawn, in certain cases, the lender's consent is required for us to (re)borrow these amounts", "text": "(2) Represents under-levered amounts on financing facilities. While these amounts were previously contractually approved and/or drawn, in certain cases, the lender's consent is required for us to (re)borrow these amounts" }, { "self_ref": "#/texts/247", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Based on portfolio as of March 31, 2026", "text": "Based on portfolio as of March 31, 2026" }, { "self_ref": "#/texts/248", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Includes a $17 million loan write-off and an $8 million unrealized loss on FX translation", "text": "(1) Includes a $17 million loan write-off and an $8 million unrealized loss on FX translation" }, { "self_ref": "#/texts/249", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Future funding obligations are generally contingent upon certain events and may not result in investment by us", "text": "(2) Future funding obligations are generally contingent upon certain events and may not result in investment by us" }, { "self_ref": "#/texts/250", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Based on current principal amount. Excludes real estate owned and equity method investments", "text": "Based on current principal amount. Excludes real estate owned and equity method investments" } ], "pictures": [ { "self_ref": "#/pictures/0", "parent": { "$ref": "#/body" }, "children": [ { "$ref": "#/texts/0" }, { "$ref": "#/texts/1" }, { "$ref": "#/texts/2" } ], "content_layer": "body", "meta": { "classification": { "predictions": [ { "confidence": 0.9329751133918762, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 0.03459682688117027, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 0.029437869787216187, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.0006752028712071478, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 0.0006617518956772983, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 0.0005577733973041177, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 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" 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" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This figure is a choropleth map of the United States displaying geographic distribution percentages. States are color-coded in two shades of purple: a darker shade representing specific percentages and a lighter shade representing states with less than 4% distribution. Key data points labeled on the map include: California (18%), Texas (11%), Florida (11%), Minnesota (4%), New York (5%), a state in the Northeast (12%), and Washington, D.C. (5%). A legend indicates that states with 'Other U.S. <4%' account for 15% of the total.\n\n| State/Region | Percentage |\n| --- | --- |\n| California | 18% |\n| Texas | 11% |\n| Florida | 11% |\n| Northeast State (likely MA/CT/RI area) | 12% |\n| New York | 5% |\n| Washington, D.C. | 5% |\n| Minnesota | 4% |\n| North Carolina/Virginia area | 7% |\n| Other U.S. | 15% |" }, "classification": { "predictions": [ { "confidence": 0.8243346810340881, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.11746711283922195, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.022752227261662483, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.019042517989873886, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.004037023521959782, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 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" 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"parent": { "$ref": "#/body" }, "children": [ { "$ref": "#/texts/59" } ], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A composite chart showing the projected shift in loan portfolio composition from YE 2025 to YE 2026. The Legacy Office category decreases from 21% to <10% (dark blue bar). The Watch List category decreases from 13% to ~0% (light purple bar). The Modified Life Science category increases from 19% to ~100% (light blue bar). The New Originations(2) category increases from 19% to ~50% (green bar).\n\n| Category | YE 2025 | YE 2026 |\n| --- | --- | --- |\n| Legacy Office | 21% | <10% |\n| Watch List | 13% | ~0% |\n| Modified Life Science | 19% | ~100% |\n| New Originations(2) | 19% | ~50% |" }, "classification": { "predictions": [ { "confidence": 0.9419119954109192, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.05548688769340515, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.001061539864167571, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.0007234104559756815, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.000475696986541152, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.00011663537588901818, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 5.9980666264891624e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 3.679304791148752e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 3.4521868656156585e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 2.794957072183024e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 2.1708894564653747e-05, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 9.115964530792553e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 6.0014672271790914e-06, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 5.760953172284644e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 5.731765213567996e-06, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 5.29038015883998e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 3.164494046359323e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 2.0833253984164912e-06, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.7414074591215467e-06, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 1.0979567832691828e-06, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 9.957465181287262e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 7.099672529875534e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 5.241319058768568e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 3.7133179375814507e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 8.509581306270775e-08, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 7.957684289294775e-08, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" } ] }, "quber__figure_job_id": "parse-01m213zgymatpy0hwwzb3tx4mh", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "(1)", "kind": "footnote", "label": "Target Loan Portfolio Composition (YE 2026)" }, { "marker": "(2)", "kind": "footnote", "label": "New Originations" }, { "marker": "(3)", "kind": "footnote", "label": "Boston, MA (Life Science)" } ], "quber__footnotes": [ { "marker": "", "text": "This information reflects current targets as of the date presented and is subject to change. Actual results may differ" }, { "marker": "(1)", "text": "Represents target composition as of December 31, 2026" }, { "marker": "(2)", "text": "Represents 2024 through 2026 originated loans" }, { "marker": "(3)", "text": "Assignment-in-lieu of foreclosure expected to close in Q2 2026" } ] }, "label": "picture", "prov": [ { "page_no": 8, "bbox": { "l": 62.099999999999994, "t": 430.8822, "r": 657.8568, "b": 176.89860000000002, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [ { "$ref": "#/texts/59" } ], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 596.0, "height": 255.0 }, "uri": 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" 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}, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "logo", "confidence": 0.9760044813156128 }, { "class_name": "icon", "confidence": 0.010505917482078075 }, { "class_name": "other", "confidence": 0.007192015182226896 }, { "class_name": "stamp", "confidence": 0.0018839198164641857 }, { "class_name": "calendar", "confidence": 0.0014565525343641639 }, { "class_name": "screenshot_from_manual", "confidence": 0.0006276651984080672 }, { "class_name": "table", "confidence": 0.0005533539806492627 }, { "class_name": "page_thumbnail", "confidence": 0.00040582078509032726 }, { "class_name": "engineering_drawing", "confidence": 0.0003415858082007617 }, { "class_name": "signature", "confidence": 0.0002487157180439681 }, { "class_name": "bar_chart", "confidence": 0.00013413572742138058 }, { "class_name": "chemistry_structure", "confidence": 0.00012367937597446144 }, { "class_name": "screenshot_from_computer", "confidence": 9.788706665858626e-05 }, { "class_name": "full_page_image", "confidence": 6.537353328894824e-05 }, { "class_name": "music", "confidence": 6.439020944526419e-05 }, { "class_name": "flow_chart", "confidence": 6.1004953749943525e-05 }, { "class_name": "photograph", "confidence": 5.444268026622012e-05 }, { "class_name": "bar_code", "confidence": 4.469244959182106e-05 }, { "class_name": "qr_code", "confidence": 4.015649392385967e-05 }, { "class_name": "line_chart", "confidence": 3.446471237111837e-05 }, { "class_name": "crossword_puzzle", "confidence": 3.286849459982477e-05 }, { "class_name": "geographical_map", "confidence": 1.4982679203967564e-05 }, { "class_name": "pie_chart", "confidence": 5.642205451295013e-06 }, { "class_name": "scatter_plot", "confidence": 2.384484787398833e-06 }, { "class_name": "box_plot", "confidence": 2.0012466848129407e-06 }, { "class_name": "topographical_map", "confidence": 1.8976717228724738e-06 } ] } ] }, { "self_ref": "#/pictures/11", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This diagram illustrates the geographical distribution of four office assets rated as 'Risk-Rated 3'. At the top, a bold purple banner reads 'Risk- Rated 3 Office Assets'. The center of the image features a light gray outline map of the United States. Four blue pin-style markers are placed on the map: one in Texas (pointing to Plano and Dallas) and two in the Northeast (pointing to Washington, D.C.). Lines connect these map markers to four distinct photographs of office buildings:\n\n1. Top left: A modern glass-facade building in Plano, TX.\n2. Bottom left: A multi-story office building with brick and glass exterior in Dallas, TX.\n3. Top right: A white, multi-story office building with many windows in Washington, D.C.\n4. Bottom right: A tan, multi-story office building with a grid-like window pattern in Washington, D.C." }, "classification": { "predictions": [ { "confidence": 0.9138199090957642, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.02305803820490837, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.01814226433634758, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.010212418623268604, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 0.008192392997443676, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.006679415702819824, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.005704415030777454, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.00565615389496088, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 0.0017580974381417036, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 0.0011691238032653928, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 0.001109139178879559, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 0.0009164900402538478, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 0.0006822373252362013, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.0006723456317558885, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0005080638802610338, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0004796381981577724, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.0002437173534417525, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 0.00020186272740829736, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 0.00019979997887276113, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 0.00018792110495269299, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.00013984035467728972, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 0.00010975755867548287, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 6.78096548654139e-05, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 5.791588409920223e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 2.3980834157555364e-05, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 7.217043730634032e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" } ] }, "quber__figure_job_id": "parse-01m213zh1fvp0knw5vafhd0e98", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "1", "kind": "footnote", "label": "Loan per SF(1)" }, { "marker": "2", "kind": "footnote", "label": "Max Term (Years)(2)" } ], "quber__footnotes": [ { "marker": "", "text": "Amounts shown in millions, except for Loan per SF" }, { "marker": "1", "text": "Loan Per SF based on current principal amount divided by current SF" }, { "marker": "2", "text": "Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount" } ] }, "label": "picture", "prov": [ { "page_no": 9, "bbox": { "l": 234.19937133789062, "t": 194.91571044921875, "r": 479.2892150878906, "b": 81.621826171875, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 245.0, "height": 113.0 }, "uri": 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure is a map-based diagram titled 'Life Science Assets' that connects photographs of specific buildings to their geographical locations on two separate regional maps. The layout is divided into two main geographic clusters: California and Massachusetts.\n\nOn the left, there is a grayscale map of the San Francisco Bay Area. Four photographs of buildings are connected to this map via blue lines. The labels indicate: 'Brisbane, CA' (top left, showing a glass-facade building), 'San Carlos, CA' (bottom left, showing a low-rise office building), and 'Redwood City, CA' (center bottom, showing a modern office complex). Multiple blue pin markers on the map indicate the precise locations of these assets.\n\nOn the right, there is a grayscale map of the Boston metropolitan area. Three photographs of buildings are connected to this map via blue lines. The labels indicate: 'Cambridge, MA' (top center, showing a large, multi-story building with a grid-like facade), 'Boston, MA' (top right, showing a modern glass building), and 'Boston, MA' (bottom right, showing a modern glass building with wood-like paneling). Blue pin markers on the map indicate the locations of these assets." }, "classification": { "predictions": [ { "confidence": 0.2721034586429596, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 0.2692191004753113, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.20615889132022858, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.06800222396850586, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.06403035670518875, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.04674253985285759, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.015999875962734222, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.01093695405870676, "created_by": "DocumentPictureClassifier", "class_name": 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" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents two pie charts stacked vertically. The top chart is titled 'Development Status(4)' and displays the status distribution: 'Completed' (74%), 'In Process' (16%), and 'N/A' (10%). The bottom chart is titled 'Metropolitan Statistical Area(4)' and displays the geographic distribution: 'Boston' (64%) and 'San Francisco' (36%).\n\n| Category | Segment | Percentage |\n| --- | --- | --- |\n| Development Status | Completed | 74% |\n| Development Status | In Process | 16% |\n| Development Status | N/A | 10% |\n| Metropolitan Statistical Area | Boston | 64% |\n| Metropolitan Statistical Area | San Francisco | 36% |" }, "classification": { "predictions": [ { "confidence": 0.9998840093612671, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 2.8073702196707018e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 2.23353345063515e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 2.1091060261824168e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 1.4828068742644973e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 8.770080967224203e-06, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 6.784629022149602e-06, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 6.043168468750082e-06, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 2.0029158349643694e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 1.5281098058039788e-06, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 1.4538405821440392e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 5.654706569657719e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 5.119312049828295e-07, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 4.3188222775825125e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 3.509922521516273e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 3.44448693567756e-07, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 3.284847309714678e-07, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 2.2564692869764258e-07, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 1.6103716404813895e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 9.904260878101923e-08, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 5.1153712377072225e-08, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 3.600733222697272e-08, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 2.6091550253681817e-08, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 1.81518213793197e-08, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 5.510267353514564e-09, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 3.471539056221218e-09, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" } ] }, "quber__figure_job_id": "parse-01m213zk1wntb23gkm4tfp0rtx", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "4", "kind": "footnote", "label": "Development Status" }, { "marker": "4", "kind": "footnote", "label": "Metropolitan Statistical Area" } ], "quber__footnotes": [ { "marker": "", "text": "Amounts shown in millions, except for Loan per SF" }, { "marker": "1", "text": "Loan Per SF based on current principal amount divided by current SF. For Construction loans, Loan per SF based on total commitment amount of the loan divided by the proposed SF" }, { "marker": "2", "text": "Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount" }, { "marker": "3", "text": "Loan is in maturity default as of March 31, 2026. Expected REO resolution in Q2 2026" }, { "marker": "4", "text": "Based on committed principal" } ] }, "label": "picture", "prov": [ { "page_no": 10, "bbox": { "l": 587.9016, "t": 453.492, "r": 719.8416, "b": 250.54919999999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 133.0, "height": 204.0 }, "uri": 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UwnKydvxtLVYFICvuWOVStGjd2Vl1cOf6FDh4ZThrVZ1n8d1CwnL/tNN1da2YnARAgigolotdoDJ85evfMATK1Tu1a9Q7oPGbaVphH+TIcODScOarVy0AaocXtfbXJt4AwmQhARTKRcKp2y6Ht1VRWYweqFc18+z9mx6xr8md69mg4K8Vs7civUuAEzeoWtGsliM8EUCCKCiSSlZSxYuR4+6dimhY+XhwWHc+jUOVWlGozDpKi9G3+cPisyMTEX/k2f3kGh7eqvG7sDapxQwv/5xUaJvRhMgSAimIJerz944uzlW/fgk56d2icmp9bzdC8uLQtp2yo7N/9N/IeObVswGYwT56+0Cmrs5GAf9yFZJBS4ONoXl5alZeW0axEU9yG5nocbRVG/3biDiPA7/r71Z4wb33/gxqoqHfxRn95BfVt4b5y4G2rD3pjNrvWdwBQIIoIplEtl36zZWFhcCp/07NTe3cVJXaU5fv7SzLAxOw5ETR4z/MCJM4GNGnI47CZ+DfZEnQKAVYtmvXzzvnmTgLNXbjRv4n8u+saYwaHPXr95l/AR/s2ciAlKKWPpdyfhj0L7t+je2G3z5J+hNkz6ccyAGb0IIWA0gohgCoUlpRHzv4Pf6dmpfWJyanZeAQBMGj1s//HTE0cNOXPpWsugJrn5hT1CgncdPCoSCsYMCd0deYzJZDAohoUFZ0Ro7yOnLw4P7XXt7qOiklL4N3s3rF295vzDRx/gd0aPDA5yFO+eexBqg2+LeivPLBJKBGA0gohgCu8Tk5au2wq/4+3hVlJWLlcoAaBpgN+buEShgN+9Y7uSsvIHz17V83Rv3sT/0fMYJpPRrHGj/MLiopKyoMaNXr+P96tfDxGv3X0If8bJwW71wgUDBm2SySrhk/HjOvqJuXsWHoHawGQxIuN22DhJwGgEEcFoNE2fvHjl5IVoqBEjB/TzcvIJn7QHPhk/tqOfFXfPwiNQSyLfb3fwsAOjEUQEoylVqo0/HYyNS4Casm3lsmNHn50++wyqTZnczRXw4LLjUEtWnf2mRfdAMBpBRDCaVCafvXxteYUUaopAYLlj5YrR43bl5pYDwLw5fXgl0hPrz0MtGf/98OELQsFoBBHBaBVS2dhZ38C/CWhYPze/sEImtxIJg1s1+5CSrtXpXB0dnryK9XR1KZfJZHIF/F2d2rbs07nn4KFbaBrnzenDK5GeWH8eakn7Qa0X7Z/OZDHBOAQRwWglZeVhc7+FP/Jyd+0REnz/6csPKWkzw8ccPHGWRrp/987lUllCUkrH1i1/vXQVjLNq4dyXz3J27r42b04fXrH0xIbzUEv82/ouOzFPKBGAcQgigtEKikomLVwG/6Z9q2al5dKi0rI5EWPjP6akpGdJrETWVmJCyNuED3kFRapKNRiBSVF7N62bOSty6JDWpc+Truy/BbXEtYHzxmvLRTZCMA5BRDBaZk7ezKWr4d+0b9WstFxaWFzSs1P7kxejZ4aP2R15LLBRQwGfZ2djw+GwT5y/DMZp1MBnxvgJb99mZt99f/Xgbagldq422+6utrIXg3EIIoLRPqamL1y1Af7IzcVpeP9eqkr14V/PTx4zPL+oWCqTP41507VD25v3H48c2LektPzSzbtgtDkREzq0br5/ydGrB29DLbF2kmy/t9raUQLGIYgIRov7kPTtj1vhP2IwKIOBZrGYBgP9L4QQRIQ/w2Gz2Gw2j8vlWnDYbBbXwoLH5bJZLK4FRywU8LhcroWFUGBpweFw2Gwel0tRlFgo3jpxV8yt91BLeELu3lebrB0lYByCiGC05LSM+SvXQzUmg8HhcCx5XDabxWGz+ZY8DpvNZrFEIoEll2vJ4/J5ljyuBdeCY2FhwbXgMBlMihBCEYpQFPn/aJo26AxajU6vM+irdGpFVZWySq3QKErligpVpUKtKFdWFEkV0kpFhaI4uxTqALGtcNfjH60dJWAcgohgNLlcqapUUxShCIWIBj2t0+gMer1Ba1ArNFWqKm2lTlYiV1Qo1Qq1okIpK1UoyhXSUrmsVCEvU8DXz9bFetu9NRJ7MRiHICIYrSCjaGKTefA/zL2hy4+Xl1rZicE4BBHBaMU5pRMazYb/Yf7tfL//daGlkAfGIYgIRisrqBjnOxMR4X9VyLB2c3+azOawwDgEEcFoFcWyme2+rSiSQh1m725blFUC/xc7N5vi7FL4QuOWDx2xaCAYjSAiGE1Rrlw7dvv7R4lQU8S2wlFLBlcq1HGPE1/ffg+fYfL6sfuWHIVPvBq7KytUxTml8EfTNo3/ZdER+EKrzy1u3q0JGI0gIhgNEfcvPXbxp2tQU8Z/P/xa5J3inFIAaNO3uXtDF41ae2H31elbwqoqNbJSuchG+OxKjKOHndhOZOMsObzy1ISVI/YtORo6radQwn8W/brHuBBEOL7+fJ+JXSx4nNNbLzXvHuhSz7FhK5/vQtfBF9ofu8W5niMYjSAimMLL629WDtsENWX+nqnbpu1FRACYviXs5wWHJqwccXbH5Qnfj/h5waGZ28J3z4uc+MMoeZni9olH3o3daQMd1KXxxZ+vTd04/u39eBcfp7gnH4qzSlwbOHs0cmWwGB9epAS08/1p/qE5uyftmLkfvgSDyTgUt93G2RqMRhARTCE/vTAicD7UlD4RXeXlymdXYuxdbYYtDN0+fd/UTeP3Lz0WvnrkviVHJ68fu2/J0cnrx8pK5W/uxXs3dk+Py+44pM3pLb+FTut5ZPVpFofVsmdTRYVSYMWvUlW9vv2eyWLM3D5x99yD30bNWTNyK3yJ+s28V5/7RigRgNEIIoIplBVUzOu8vDSvHGoEIaTziGA7N5t7vz7hCbjNuwfGPf7w4UVyUJfGsXfeN+0c8OZuXFCXxj5NPatUmipV1Y2o+0FdGsfeed+ie6Cbr/PbBwlFWSX9pnS/+NO1DoPbWAp5d04+sne39W/rm59e+Dz6NXyJUYsHjl46hBACRiOICKag0+p2zz1469hDqEs6Dmnz8vobtbIKzOnn5xs8/FzBFAgigol8eJG8oNtK+B/DFXAPvNlqZScCUyCICCZSXlgxMXC+plID/0t6Tug8dcM4NpcNpkAQEUykqrJq15yD9359AubXuIOfs7cDADz57aW8XFkv0BMRi7NLW/UOenThBcWg3Oo7Jb1OA/Pb/WSdV4A7mAhBRDCd9Lisme2+BfOzFPEseJxxy4ftXRKl0+inb5mQl1po0BteXH3tE+Tl4GF38adrGrUWzMza0Wrno7VWdmIwEYKIYDrlRdJv+/yQk5wP5ieU8IctCD3w3fHQaT0TXyQ36dDo46uUhi19aBpzk/MzErKLs0vBzKZtntB3UjdCCJgIQUQwHUR8eO75hvBdYH4jvhn46Pzz0vzylacXprzJ8PJ3Wzlsk0AiaBfa0tpBzGAyIlecBHPi8i32x26ROFiB6RBEBJMqzS+f0+G7imIZmBOTxZi1M2LbtL1QzdrRqtPw4LPbL4/+dvDJjRfGLR+GiEdW/QrmNGxB6KjFg9gWLDAdgohgUgYD/fjC8w3hu6E2cHgcTaUGzI9twTrwZquNszWYFEFEMDVpiWxe5xVFWSXw32vimlGh03oy2UwwKYKIYAaJz5MWdl8F/6Ws7ES7nqyT2IvB1AgighkoZaqdsw48vvgC/hutubAkqHMAIQRMjSAimEd5YcX01ovl5Ur479JhUOvpW8KE1gIwA4KIYB4GveH9o8TvQtfBfxFrJ8mO+2skDlZgHgQRwWxU8sqDy05cP3wX/itQFNn+YK13Y3dCCJgHQUQwJ1mp/LsB69LfZ8HXb+b2iSFD2/IEXDAbgohgZqV55TODv5WXKeBr1mN8p4lrRvHFlmBOBBHBzBAxKzF3XuflGrUWvk5BnQMW7psuthOBmRFEBPPT6wyZCdmLeqzSqLXwtQkI9l1yaLaVvRjMjyAi1Ai9zpD6LmNpv7VVKg18PfzbNlh6dK7YVgQ1giAi1BSD3pCfXrSk95qKYhl8DZp1azL/5ylW9mKoKQQRoQYZDHRZfvmKwRuyP+ZB3dZvao9RiweJrAVQgwgiQo0rL5LumnPgxdVYqJMoBjV/z9SWPZvyRZZQswgiQm1QSlVPLr3aPfegQW+AusTB027lrwsdPO3ZHBbUOIKIUEu0VdrSvPIfx+9If58FdQAhZMjcvgNn9BbbiaCWEESEWlVRLHt+9fW+xVEatRZqj6e/27yfpzh62luKeFB7CCJCbdNpdLJS+YWfr13ec0OvM0DNsnaSzN4xsV6gp5W9GGobQUSoG6oqNSpZ5dntl69G3tFpdGB+Dp5245cPCwj2s7IXEUKgDiCICHWJVq1VyStfXI89vfVSYUYxmAHFoJp0bDR8QaiLj6PYTkRRFNQZBBGh7kFEaYlcViq/c/LRw3PPSnLLwGgUg/JtUa/nhM5NOwVwLNh8K0uoewgiQh1m0BtkpXKdVp/4PPn1rXeJL5ILM4vhs7E4LI9Grk1D/IO6NHb0tOfyLfhiS6jDCCLCV6KqUlOpUNMGWlullZXK89OKinNKpcUynVYPnwisLMW2IgdPOztXG0shj23BYrKZQokAvhIEEeEfNSvhQ2mjhjYGA61W65lMKr9A6eUphmoEEaGaVmvIyZUL+Gw7O0uolpMr1xvQ010EZpCRKU38WNanp/eTZ7n1vK3s7SzhCxUWqYqKVBKJhauLED7Dk2e59byt7O0s4d+o1fqnz/Pat3NhsxnwFzIypYkfy/r09IZPDAY6LV0qEnHs7Szhs8nlmvsPs/v39Xn4JCcpqTwirPGpMx9GDvODagQRoVpaesXlq2mEwOSJgVwLZkGh8tezH2kaZ00LYrEY8DtSWdWF31LGjmrEZFLwd8UllMTEFoaNDXjwKLtBfWsLC8aF31LGjmrEZFLwGdLSpdHX03wbSAqLVCOHNnz8NFcgYDcPcoQ/ksqqLvyWMnZUIyaTevAou0F9awd7S/hEKqu68FvK2FGNtFrD46e5Hdu7cTgM+AtxCSUxsYVhYwPgk7R06W9XUsQiTvj4xvDZPiaVSWUa3/qSN++K8guUo0c0OncxqVd3Lx6PBQAEEaFaanrF7buZfEt2gL9tkwC7W3cyVZW69AzprGlBej396EmuVKbx9BC1aOYYfT0tKbnc00PUrrVzzJsiHpdpYcFs1cIx5nVhRpaMy2W2beXM5TIfPMqRSCyysuV+Da39/WxLy9TPXuSp1XpPd1HzZg7xiaUxsYVhYwNu3MoI8Ld58644Kbnc00MU0t7t9dvCkhK1gM8K6eBGUeT+o2w7W8v0DGlAI9uGvtZQ7eGTnLR06ZgRfiwWIydXfvVGOotJNQ6w9fa0evwsV6nUOdjzOrZ3u3YzPSm53NND1LWTx9PneQH+Njwe6+GjHHWVPrity9v3xUnJ5Z4eonatnZ88z+vdw1tvoB8+zpHLNUGBDjbW3MfPcpVKnYM9r2N7t4QPpTGxhWFjA+CT6OtpHA7jfVzJqOF+DvaWsW8KdXo6M0vWp6d3XoEyLr6Ew2EEt3Hh81kPHueUlKgFfFZIB7eMTJlOT1dUqGmE9HTpgP4+L14VtGvjbC3hAgBBRKiWml5x+25m8yCH1DTp4IEN9h54272Lx5VrabOmBd25lwUEWrVwOnoiYcjABhUVVTduZ/Tu6WVjzYs6Hu9bXxLgbyuXax8/y+3T0zsuvqSsXN23l3dkVFzTQHsLDuP5y/zJ4U1OnvlQv57EzVV4KTq1by9vVaUuJrYwbGzAvsi3HYNd9Xq8cTujd08vZydBVpbMyYl/41aGm6uwUUObyKi4JgG2DAYVn1g6c2oQVCsqVp05n8RkktYtnet5iy9Hp/K4rDatnGgEtVrHt2SfOvshtK+PQqG9cTujd08vby+rQ1HvOwa75uUrlUptSEc3gwHz85U3bmf07ullY82LOh4/JSLwwaNstVrfsrmjWq0XCjlqtY5vyT519kNoXx+ZXBMTWxg2NgCq6XSGX/a/HT3c7879LDtbXkgHt6s30jMzpYZdWlwAABfUSURBVG3buDg58E+d/TBiiG/ix7KycnXvnt5paRVOTvwbtzLcXIXOToKsbHnzZg4ajf7K1bQRQxueu5g8eEB9NpsBAAQRoVpqesXtu5mjh/vtP/S+TSunlNSKvr29Dx+NnzUt6OjJBNqAXC6zQqrp0dXDyoobdTx+1rQglUoXGRU3eWITviX75p0Mgx579fDKzJJdvJwyYYx/ZFTclIhAJoP8tPdNaN96v11JDR8fIBZZnDyd6OUp5vFYMbGFYWMD9kW+7Rjsam3NizoeP2taECHk6fO8wiJVWbm6gY8kKNA+MipuSkSgQqE98Wvi7OnNmEwKqlVW6l7EFLx5WzQotH5cQolQwOnY3lUu1zx9nieTawqLVL17eFlZcaOOx8+aFsRiMfZFvu0Y7Mrlsi5Fp1pLuN26eABA1PH4WdOCVCpdZFTclIjAX89+aNHMMaCRLQDI5Zqnz/Nkck1hkap3D68qjSEmtjBsbABU+5hcdutOZnBbl8wsWXFJ5eTwJtduZrCYVLcuHh+Tyq7fyrC14Wo0BhaLGjnM7+nzvMIiVVm5uoGPpEOw64VLyUMH+UK1Ko0++lra4AENoBpBRKiWml5x+27m1Iimp858KChUBrdx8fYWHz4aP2ta0NkLyR7uwjatnA0GmhBSIa06cix+UngTvd5wKCp+SkSgJY/16EluTq585LCGr98UvYsrHhxaPzIqbkA/Hzabcfrcx/Fj/KOOx4f29XF1ERw8/L5je1e9AWNiC8PGBuyLfNsx2NXGhnfkWPyk8CZ5eYqHj3PCxgVcv5VhyWMFBdpHRsVNiQhUKrXHTyXOnt6MyaQAIC9fYWfLM9C498DbHl09U9Mq2GxGty4et+9lqdW63j28Dxx+1yXEXSLhHjkWPym8Cd+Stf/Qu47Brh7uYoqC6OtpHDazZQvHI8fiJ4U30esNh6Lip0QE/nY5xdGRH9LetbRM/fZ9sVqt693D+8Dhd11C3Ks0hpjYwrCxAVDt4uWUqiq9vb0l0vj2ffHQQQ3iEkrZLKprZ4+sbNnlq6mTwwPZbIZeT6emVzx8lBM2LuD6rQxLHqtziHtVld7CggnVaBr1eprNZkA1gohQLT1Devtu5uSJge/eF999kDVxQmODAQ9Fxc2aFpRfoLx6I92Cw9TqDCOGNrTksQ4fi1MqdYNC65+9kDQ1IpDHYykUmnMXk1UqHcUgPbt5WoktIqPixGKOTKbx97Pt1sXjZUzBsxd5TAbl7Czo19v7Y1J5TGzB+DEB+w+96xjs6uUpPnwsTqnUhfatd+1GOp/PRkRXF2Gzpg4Hj7yfGhGoVOmOnUyYM6MZg0EBwJNnuTGxhQDg5irs17te4ofS2/ey/Hyt3d2Ed+5nC4VsrcbQsb2bp4fo8LE4pVI3foz/2QtJHYNdC4tU6ZlStVrfrbOHh7vo8LE4pVI3KLT+2QtJUyMCC4tU0dfTaBqbBzlIrCzu3M8WCtlajaFjezet1hATWzB+TAAA6HSGn/a+GT7E19GBDwAnTyfa2VrqdAYWi9GlkzsiXo5Ozc1XcDhMT3dRk8Z2v575wOezEdHVRdg5xB3+GkFE+ISmkaIIANA0UhQBAJpGiiIAgIhVVXoOh0lRBAAQUaulORwGTSNFEfikSqPnsBmEEKm0KjIqbnJ4ExaL4nCYUM1goGkaWSwGVKNppChC00hRBAAQUaulORyGwUDTNDKZFAAQQmgaKYoAAE0jRRH4RKczIAKbzYBqWq2ByaQoiuh0Booi/0JRBAAQUaulORwGTSNFEQBQq/VsNsVgUACAiFotzeEwaBopigAATaNOZ+BwmACg0xkoivwLRREAoGmkKALVaBopikA1RIRPCCFQTacz0DRwOAwAMBhomkYmkwIAQgj8NYKIYAaqSl30tbTQvvU4HCb847MRRIR/1BkEEeEfdQZBRPh60DQtVygRABHVVf+iUShV6qoqvcHg38An6WkqX2wpsOJb8DgsDpNiUCwOy1LIg68HQUSo27Q6nUKp0un06dk5cYlJKRlZWbn56qoq+KP9m9dM9JkLvyO2Ffo09WrU1rdpJ38rezGTxRTbCqFuI4gIdZJOp5crFaXl0juPnsW8iy8uLYP/aP/mNRN95sJfIIR4NHLtPCK4dZ/mPL6Flb0Y6iSCiFDHKJQqqUwefefB3cfPKtVV8HkObP4h3GcOfAaPRq4DpvUK6trYUsjj8i2gLiGICHWGVK7IySs4/Ov5pLQM+EIHt6wNqzcbPhuTzew0vN3wBaFWdmIu3wLqBoKIUAfIFcqM7Ny9R09l5xXA33Jwy9qwerPhCxFCOo9oN3bZMIGEz7W0gNpGEBFqlUajLauo2HHgaEJSChjh4Ja1YfVmw9/CZDGGzuvfd1I3sZ2IEAK1hyAi1B6ZXHHu6s0LV28hIhjn0NZ1471nghGsnSTfHJjhGeDGF1lCLSGICLWhSqMpLC5dt3NvXmERmMKhrevGe88Eo3UZ2X7iD6PEtiKoDQQRocbJFcrYuITt+47oDQYwkUNb1433ngmm4ORlv/rcYltXaxabBTWLICLULLlCefTsb9fuPgSTOrxt/TivGWAiHB7nu6Nz/VrX5wm4UIMIIkINKpfKftj+S3JaBpgU18Ji1w/Lw31mg0nN2BYeMqStpYgHNYUgItQUqUy+dP227Nx8MDUe12Ln6mXh9eeAqY1cPHDgjN58sSXUCIKIUCPKyqXLN27PzisAM+BxLXauWhbeYA6YwaBZfYYvDBVY8cH8CCKC+ZWWV6zYtDM7Nx/MQ8C33Lri24kN5oB5TNkwrtuYjjwBF8yMICKYmUyuWL9rX9zHZDAbW2urNQvmTG60AMxm+ckFQZ38OTwOmBNBRDAnuVJ54vyVK7fugTnZWlutnj9niv8CMBsmi7H51irvJh4MBgVmQxARzEan1z9//W7D7n1gZrbWVmvmz5nsvwDMSWgt2PlwrZ2rDZgNQUQwm5z8wtnL1uh0ejAzF0f7b6dNmdZkEZhZw5Y+y08uENsKwTwIIoJ5VMhkKzbszMjJBfNzd3FaEB42s9kSML/J68f2nNDJgmcBZkAQEcxAq9Wev3rr2LlLUCPcXZwWhoXNaL4EzI/FYf38bL1zPUcwA4KIYAaFxaVTvlluMNBQIzxcnReMnzCjxRKoEQ1b+qw4uUBkKwRTI4gIpiZXKLftPfTqXTzUFL/63hNDB88LXg41ZdXZb5p1bUxRFJgUQUQwtbTM7DnL10IN8qvvPbH/4Hntl0NNcfCw23p7ldhOBCZFEBFMSqFUrdy8KyktA2qQX33v8L6D5ndcATXo2yOzgwe0IoSA6RBEBJNKz8qZvewHqFmN/RqM6tLnm66roAbZudpsvbNK4mAFpkMQEUxHVVm5YfeB2LgEqFnNm/gPaNtlac8foGb9eGlpYIg/mA5BRDCd0vKKsLnfIiLUrOZN/ENbhHzXbx3ULL/W9VecWiCUCMBECCKCiej1+lO/XT11MRpqXPMm/n2DOqwYsAFq3IG3W528HMBECCKCiZRVSOcuX1shk0ONa9+qWYd6QWuGbYUaN+H74UPm9aMoCkyBICKYSFZu/oxvV0Ft6NimRVuXxmvHbIca5+hlv/nmSis7EZgCQUQwBQNNn7xw5dTFaKgNHdu0aGnntyF8N9SGQ3E77N1twRQIIoIpyOSKpeu2ZuXmA4CHq3NTf7+nMbFFJWXwFzq3a83lct4lJuXmF8L/xd7WmmfBzcjJhb/QqV2rIEmDTRE/QW2YtWNir7AuYAoEEcEUyiqkE+YsQUQAWDA1fHfkUUtLS7W6qqGPd2ZObpVGI+Dzba2t4j+mQLWZ4WOOnL6gVldZS8Q2EsnHlDS/+vVkSmV2br6jna2NtVVyeqZGo/V0cwGEsooKDodNCOVgZ/M+MclGYuVoZxv3MVksFLi7On9ITuvWsa0nOuycfQBqQ/NuTZYcns0TcMFoBBHBFJLTM+d/vw6qDezVzVoiPnkh2t7WmqbpPl1D7j5+3qldq8ycvAqZ/FnMGwBYtWjWyzfvX76JCx85+MGzV+lZOSKhoFen9nuiTq3+ZvbJC9HNmjR6+upNowY+OfkFCqXKSiRs2bTx5Zt38wqLI0YPffD0ZVFp2YjQ3jcfPOnUrlV+UbG9SrRn4RGoDQIr/p6XG63sxWA0gohgCmcuXzty+iJ84mRvN6BX1/eJSSIh39+3/qUbd61Ewozs3KDGftG3HwDAzPAxkSfPVlVpJo4auv/4aXcXp1ZBTXy8PHYeiBoR2mf/8dOTxgzLzS+M/5iSk1/Q0MfbSiRUazRtmgXeuP+ogbfX1TsPXBztmzRqGH37/vQJo/IKi+xVoj0Lj0AtORS/w97NFoxGEBGMptFq1+/a9+ptHFQbN3QAjXRRSZmttUSpUvl6e12+dc9KJEzPzmnWuFH07QcAMGXs8L1HfwWAiNFDDxw/06xxo8Z+vs4OdjsORA0P7X3g+JmI0UOv33s0uHf3wuLS9x+SrERCO1trF0eHExeuhA0flJtfeP/pi1GD++XmF6oq1ZZcrrDUYv+3R6GWbLqxolEbXzAaQUQwmkyuWLhqQ0FxCXzCYFAGAw0ADAZlMNDwGRgMymCg4Y8oQhAAEQGAoihApBEBgMlg6A0GAGAwKIOBHjd0gC6h8vi6c1BLIn4cPWhmHzAaQUQwWlmFNGzOEhoRasm4oQO08aoT689DLek8Inj+L1MpBgXGIYgIRisrrxg/ZwnUnnFDB2jjVSfWn4da0rRzwNKoOZZCHhiHICIYrai0bOK8pfB5GAzKYKDBpKZPGJV9M+vSL9ehlnj6u6397VuxrQiMQxARjJaTXzBt8Ur4pGv7Nq5OjoUlpTfuPRo/fJBSpXr4PKZbh7Y6vf7MpWsjB/Y9fv4ymNSssDEpl1OuHrwNtcTO1WbbvdVWdmIwDkFEMFpKeua879fB7zjY2XTvGBz3IUliJU5Ky8jNLxw9qJ9eb1CoVC9i35VVSMGkZoWNSbmccvXgbagl1k6S7fdWWztKwDgEEcFo8R+Tl6zdAp94e7i1b9WsXCpTVaptrSWVlWqlqjIrN8/J0d7O2hqRfpeYlJaZDSZCCPlh8dzbO+/dOfkIaglPyN37apO1owSMQxARjJaQlLL4h83wiZVIKFcqF0wJv37/kY2VVVZefgNvz9sPnw7q072krDzuQ3Jwy6DzV2+BKVjyuCvmz1DmKFYN2gx/ZtK6MYpypYWlxeGVp+DftOvf4smlV2A0oYT/07P11o4SMA5BRDBaakbW3BU/wied27W2tZE8eRWbm1/Yq3MHiqJu3H/sW88zIzuPEOjQusXTV7FSuQKM5ubitHzutGu/3Dm79TL8hWmbJ+xfemzW9onbpu8dOKOXBd8iIy47L62w/cBWSa9TRy4aeOv4w4fnng2Z05fFYd2Iut+gmbfYTmTrYr1/6THaQMPnsXWx3nZvjcReDMYhiAhGy8zJm7l0NdSsDq1bhA0ftHHM7oSnH+Gvzf1pck5Snoe/25ltl1t0a3JuZ/TsnRF3Tj5q1Svo9LZLoxYP2rfkaJeR7bOT8rI/5E5YOUJaIrt94lHr3kFv7yfkpRbA53H2dthwfYXEXgzGIYgIRssrKJryzQqoKRQhk8YMb9rAd0HISkWZAv6jaZvG/7LoyOhvB79/mNCiR9OoNaenbBgXueIkh8sesWggIh5cdrxN3+aaSm12cl6Hga0JRa4evNOmb/OPr1KyP+bB52nY0mflmUUCKz4YhyAiGK28Qjpu9mKoEXxL3vJ5M1Q58pWDNsNnaN2nmXtDl4z47JfX37Tu3czN1/ne6Sd8sWWzrk1ibr2lKMqvdf2rkXd6hXVmMBnXD9/1aeqV8ibdpb5TaV65vEwBn6d1n2aLI2dxuGwwDkFEMJpULp++eKVcqQIz83B1/m7OtOt7bp/ZchnqkiFz+4avHgVGI4gIRpMrVT9s+zkxORXMqWPblhOGDNw4dlfC0ySoY5ZGzQke0AqMRhARjEbT9L5jp6/cugfmQREyeeyIwPoNFoZ8Ly9TQt3z8/MNHn6uYDSCiGAKT17Frtu5F8xAwLdcMX+GPEO2ashm+HJsC1an4cFKqerJby8JId3Hhdw4cq9pJ3+dRh//9GNQl8axd96D0Q4n7LRztQGjEUQEUyguLQuftxRMzdPV5bu5U6/+fPvs1svwt4xfMeza4buyUoWmUtN9bEjI0LZL+/84bH5/IOR5dIxXY4/7p5+AcTz93dZdWSaU8MFoBBHBFKQy+fQlK+VKFZhOp3atxg0ZsGH0rsRnSfB3rT77zbtHiVWqqgfnnvWa0NnGSfLLoiND5/VTqzRWtsLn12LT3mXSBhqM0H9Kj8nrx1IMCoxGEBFMoapKs3lP5PPXb8EUKEKmjR8V4O2zIGSFolwFRpi1Y+KuOQdn7ZhYVlBhweP4BzeMWn367f34AdN76bS6kpwyOzebK/tvgRE23VjRqI0vmAJBRDCRl2/er976ExhNyLdcsWCmLEO6avBmMNrwhaFII9+KH7n8BABM3Th+zzdH/FrXtxTyNGptw1Y+WR9yn0e/hr+LyWZGvttm42wNpkAQEUyktLwifO63NCIYwcvddensKVd/unV22xUwEQaTYdAb4HcsLDlVKg0AEEIQEYzQLrTl/D1TuZYWYAoEEcFEKtVVW/ceev76LfxdXYJbjxkcunHUzoTnyfCV2HBteUC7hmAiBBHBdOI/pixZuxm+HEVR0yeM8vestyBkhaJcBV8Jvthyz6tNEnsxmAhBRDCdCql87oq1ZRVS+BJCAX/lgpnlaRWrh2yGr8qoxQOHLxrIYjPBRAgigukYDIbr9x79cuQkfDZvd9els6dG7755dvsV+KpQDOpwwk4bJwmYDkFEMKmyCunUb1aoqzTwGbp1bDd6QN8No3YmPE+Gr03X0R2mbhzHE/DAdAgigklptNpLN+4eOX0B/iOKomaFj/F181rY6XtFuRK+NhRF9r/d5uhhByZFEBFMrVwqm7b4e1WlGv6CSChYuWBmeVr5qsGb4evUb0r3sJUjLCwtwKQIIoKpGWj60fOYzb8chD/j4+m+ZObkK7tvndt+Gb5OXAF336tN1k4SMDWCiGAGUpl8+cYdGdm58Ec9QoJH9O+zYfSuxOdJ8NWavTOiy6j2LDYLTI0gIphHXmHR9CUrDQYaqjEY1KyJ43xdPRZ0WqkoU8BXy7dFveUnF1jZicAMCCKCeWg02uv3H+0/dhoAxELB9wtmlaWUrh66Bb5mHC775+cbHD3twTwIIoLZyOSKH7b/rDfQS2ZOjt514+z2K/CVW3Z8XrOuTThcNpgHQUQwpwqpTK8zbByzM+FZMnzleoV1Dl89ylLEA7MhiAjmhIiZCTlzOn6n1xnga9ageb2VpxeKbIRgTgQRwcy0Gt37hwkrh26iaYSvk6OX/Yary22cJGBmBBHB/KpUVc+iX2+K+Am+QkJrwdY7q5y8HMD8CCJCjaiUV764Frtlyi80jfD1ENkIt91d7eBhBzWCICLUFLVS/e5h4g+jttI0wtfA3t32x0tLHTzsCCFQIwgiQg3SVGpS32cuH7i+SqWBus27iceqM4skDlZQgwgiQs0y6A2FmcUrhmwsSC+CuqrHuJDxK4aL7URQswgiQm0oKyg/9P2pu6ceQx3D4bIX7J3WtJO/pcgSahxBRKglSpkq8XnyhvDdaoUa6ga/Vj4L9k23dpKwOSyoDQQRofbQNC0tlh1cfuLer0+gVlmKeJPXj23VM0hoLYDaQxARaptSqirMKv5p3qGkmFSocUwWo09Et2Hz+wskAiaLAbWKICLUDfIyRVF2yU/zDyW/ToMawWQxuo8LGTqvv8haaGHJgTqAICLUJfJyRXFO2enNF59eiaENNJiHyEY4dF6/DoNa88V8C0sO1BkEEaHuUSvVigpVwrOk6AO3PrxIQUQwBZ6QGxzaqvvYEHt3G7GtiMFkQB1DEBHqMJWsUqPWpMdlPTz//MPz5Ly0QvhCFIPyauzetm+LVr2CrOxFPAGXbcGGuoogInwNNFVaZYUKaVTKVNkfczMTcvLTi+RlCpW8UlGhBIR/4Qm4FpYcgRVf4mjl4uPo0cjN0cOObcFiWbAFYkv4GhBEhK+TTqPTanTaKh1FEaiGiEwWk8GkuHwufJ0IIsI/6gyCiPCPOuP/AX+lveCRVULrAAAAAElFTkSuQmCC" 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"$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This figure presents two grouped bar charts comparing the Loan-to-Value (LTV) distribution for two different quarters: 4Q '25 and 1Q '26. Both charts share the same categories on the x-axis: 0-60%, 60-65%, 65-70%, 70-75%, and 75-80%. Each chart displays the percentage of loans within each LTV range, with a corresponding Weighted Average LTV listed below each chart.\n\n| Period | LTV Range | Percentage |\n| --- | --- | --- |\n| 4Q '25 | 0 - 60% | 25% |\n| 4Q '25 | 60 - 65% | 20% |\n| 4Q '25 | 65 - 70% | 17% |\n| 4Q '25 | 70 - 75% | 30% |\n| 4Q '25 | 75 - 80% | 8% |\n| 4Q '25 | Weighted Average LTV | 66% |\n| 1Q '26 | 0 - 60% | 24% |\n| 1Q '26 | 60 - 65% | 15% |\n| 1Q '26 | 65 - 70% | 16% |\n| 1Q '26 | 70 - 75% | 37% |\n| 1Q '26 | 75 - 80% | 8% |\n| 1Q '26 | Weighted Average LTV | 66% |" }, "classification": { "predictions": [ { "confidence": 0.9984074234962463, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0006277213105931878, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.0005252496339380741, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00014969983021728694, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 5.69043550058268e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 4.750774314743467e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 4.580738095683046e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 3.470325827947818e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 1.9258544853073545e-05, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.8122795154340565e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 1.6966505427262746e-05, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 1.1734010513464455e-05, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 9.13749863684643e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 7.648825885553379e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 7.307607575057773e-06, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 5.952935680397786e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 1.8229147826787084e-06, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 1.4603289173464873e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.3237333860161016e-06, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 9.047978437592974e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 8.68703637024737e-07, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 7.999713602657721e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 5.983652044960763e-07, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 4.3610276634353795e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 3.8659933920826006e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.8222827691261045e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" } ] }, "quber__read_by": [ { "reader": "set-of-mark", "produced": [ "705c9a88ad5d2694-p11-t1" ] }, { "reader": "set-of-mark", "produced": [ "705c9a88ad5d2694-p11-t2" ] }, { "reader": "set-of-mark", "produced": [ "705c9a88ad5d2694-p11-t3" ] }, { "reader": "set-of-mark", "produced": [ "705c9a88ad5d2694-p11-t4" ] }, { "reader": "ade", "produced": [] } ], "quber__figure_job_id": "parse-01m213zmxpeh2gmcdvs33nbbq3", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__footnote_marks": [ { "marker": "(1)", "kind": "footnote", "label": "Loan-to-Value(1)" }, { "marker": "(2)", "kind": "footnote", "label": "Weighted Average LTV(2)" } ], "quber__footnotes": [ { "marker": "", "text": "The charts above are based on percentage of our loan portfolio" }, { "marker": "(1)", "text": "LTV is generally based on the initial loan amount divided by the as-is appraised value as of the date the loan was originated. Weighted average LTV excludes risk-rated 5 loans." }, { "marker": "(2)", "text": "Weighted average is weighted by current principal amount" } ] }, "label": "picture", "prov": [ { "page_no": 11, "bbox": { "l": 24.6528, "t": 444.5064, "r": 354.7872, "b": 74.64960000000002, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 331.0, "height": 371.0 }, "uri": 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" 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A bracket next to the second 'Boston Life Science' entry indicates that it was 'downgraded from risk-rated 3 to risk-rated 5'." }, "classification": { "predictions": [ { "confidence": 0.417793333530426, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.4092848598957062, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.14925256371498108, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.015701958909630775, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0029224641621112823, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.0011788862757384777, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00110545102506876, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.0006513099069707096, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 0.0004972402821294963, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.0004252312355674803, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.0003566464874893427, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 0.00016344255709555, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.00014411372831091285, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 0.00011038198135793209, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 8.996921678772196e-05, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 6.080166713218205e-05, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 5.489830073202029e-05, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 4.0816801629262045e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 3.8887912523932755e-05, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 3.8033471355447546e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 3.0722996598342434e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 1.791215800039936e-05, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 1.461915690015303e-05, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.0743272468971554e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 9.936594324244652e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 4.84206793771591e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" } ] }, "quber__read_by": [ { "reader": "set-of-mark", "produced": [ "705c9a88ad5d2694-p12-t1" ] }, { "reader": "ade", "produced": [] } ], "quber__figure_job_id": "parse-01m213zmzbnhhc1rm2drc0m8tz", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__footnote_marks": [ { "marker": "(1)", "kind": "footnote", "label": "Cambridge Life Science(1)" } ], "quber__footnotes": [ { "marker": "(1)", "text": "Loan was modified and restructured into (i) a $63 million senior mortgage loan net of a sponsor paydown, and (ii) a $17 million subordinated note. The restructured senior loan was upgraded to risk-rated 3, and earns a coupon rate of S+3.65% and has a new term of five years. The $17 million subordinated note was deemed uncollectible and written off in March 2026" } ] }, "label": "picture", "prov": [ { "page_no": 12, "bbox": { "l": 38.88, "t": 412.6734, "r": 686.3040000000001, "b": 253.2168, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [ { "$ref": "#/texts/94" } ], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 649.0, "height": 160.0 }, "uri": 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure consists of two side-by-side pie charts visualizing investment data as of March 31, 2026. The left chart is titled \"Property Type\" and the right chart is titled \"Location\". Below the charts, a set of five footnotes provides context regarding the data.\n\n| Property Type | Percentage |\n| --- | --- |\n| Office | 30% |\n| Life Science | 19% |\n| Condo | 19% |\n| Retail / Redevelopment | 18% |\n| Multifamily | 14% |\n\n| Location | Percentage |\n| --- | --- |\n| CA | 42% |\n| WA | 19% |\n| OR | 18% |\n| NC | 14% |\n| PA | 7% |" }, "classification": { "predictions": [ { "confidence": 0.8232399821281433, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.06433538347482681, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.059450458735227585, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.01914721354842186, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.010655437596142292, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.005822469480335712, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.005180594976991415, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.0031095887534320354, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.001958749257028103, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.001785177388228476, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 0.0011734099825844169, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.0010246745077893138, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.0009612867143005133, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 0.0009139357716776431, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 0.0002959366247523576, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 0.00027038189000450075, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 0.0001758769212756306, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 0.00012946393690072, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.00011863249528687447, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 7.821964391041547e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 5.2554467401932925e-05, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 4.2707251850515604e-05, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 3.559232936822809e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.923212403198704e-05, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.7182082956423983e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 5.861551926500397e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__figure_job_id": "parse-01m213zvcqb3q9yyj4ecv6e5r6", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [], "quber__footnotes": [ { "marker": "", "text": "Figures as of March 31, 2026. Property type and location breakouts based on total investment amount" }, { "marker": "(1)", "text": "Equity represents investment amount less current financing and noncontrolling interests" }, { "marker": "(2)", "text": "Investment Amount represents the value of land, building, and certain other adjustments to basis, net of noncontrolling interests" }, { "marker": "(3)", "text": "Included in \"Equity method investment, real estate asset\" on the Condensed Consolidated Balance Sheets" }, { "marker": "(4)", "text": "Estimated entitlement of 4+ million square feet" }, { "marker": "(5)", "text": "Assignment-in-lieu of foreclosure expected to close in Q2 2026. Investment amount of $127 million represents the loan's Carrying Value (Amortized Cost less CECL reserve)" } ] }, "label": "picture", "prov": [ { "page_no": 15, "bbox": { "l": 126.38764190673828, "t": 225.15673828125, "r": 606.8804931640625, "b": 84.55133056640625, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 481.0, "height": 140.0 }, "uri": 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure consists of two charts displaying financial data. The top chart is a bar chart titled \"Leverage Ratios\" showing two metrics. The bottom chart is a pie chart titled \"Outstanding Financing\" showing the breakdown of different financing types, with an additional annotation indicating \"Non-Mark-to-Market 77%\" for a specific subset of the pie slices.\n\nThe pie chart visually represents the percentage breakdown of Outstanding Financing(5). A teal arc on the outer edge of the pie chart indicates that the \"Collateralized Loan Obligations,\" \"Term Lending Agreements,\" \"Secured Term Loan,\" \"Term Loan Facility,\" and \"Asset Specific\" segments (collectively) comprise \"Non-Mark-to-Market 77%\" of the total.\n\n| Metric | Value |\n| --- | --- |\n| Debt-To-Equity Ratio(3) | 2.2x |\n| Total Leverage Ratio(4) | 4.0x |\n\n| Category | Percentage |\n| --- | --- |\n| Collateralized Loan Obligations | 24% |\n| Term Credit Facilities | 23% |\n| Term Lending Agreements | 16% |\n| Secured Term Loan | 14% |\n| Term Loan Facility | 11% |\n| Asset Specific | 8% |\n| Revolver | 4% |" }, "classification": { "predictions": [ { "confidence": 0.621113657951355, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.2985674738883972, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.040711332112550735, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.013878939673304558, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.006408965215086937, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.004614144563674927, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.004048665054142475, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.0037599527277052402, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.002792126266285777, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.00130384077783674, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.0005473634810186923, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 0.000506172189489007, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.00044712843373417854, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 0.0004466530226636678, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 0.000372426729882136, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 0.00011580745922401547, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 0.00010536005720496178, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 7.685396849410608e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 4.273824379197322e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 2.67480245383922e-05, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 2.6564885047264397e-05, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 2.4464390662615187e-05, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 2.2787644411437213e-05, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 1.8038324924418703e-05, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.4165804714139085e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 7.67287019698415e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__figure_job_id": "parse-01m213zzb81zbvefnhhp0178kg", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "3", "kind": "footnote", "label": "Debt-To-Equity Ratio(3)" }, { "marker": "4", "kind": "footnote", "label": "Total Leverage Ratio(4)" }, { "marker": "5", "kind": "footnote", "label": "Outstanding Financing(5)" } ], "quber__footnotes": [ { "marker": "3", "text": "Represents (i) total outstanding debt agreements (excluding non-recourse facilities), and secured term loan, less cash to (ii) KREF stockholders' equity, in each case, at period end" }, { "marker": "4", "text": "Represents (i) total outstanding debt agreements, secured term loan, and collateralized loan obligations, less cash to (ii) KREF stockholder's equity, in each case, at period end" }, { "marker": "5", "text": "Based on outstanding principal amount of secured financing" } ] }, "label": "picture", "prov": [ { "page_no": 16, "bbox": { "l": 478.1791687011719, "t": 452.29762268066406, "r": 694.39697265625, "b": 91.72027587890625, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9992167949676514 }, { "class_name": "bar_chart", "confidence": 0.000317637633997947 }, { "class_name": "flow_chart", "confidence": 0.00010480292985448614 }, { "class_name": "table", "confidence": 8.92932148417458e-05 }, { "class_name": "logo", "confidence": 8.733377762837335e-05 }, { "class_name": "line_chart", "confidence": 8.247158984886482e-05 }, { "class_name": "calendar", "confidence": 3.6613862903323025e-05 }, { "class_name": "icon", "confidence": 1.817280826799106e-05 }, { "class_name": "other", "confidence": 1.1820028703368735e-05 }, { "class_name": "full_page_image", "confidence": 9.201797183777671e-06 }, { "class_name": "page_thumbnail", "confidence": 7.505590019718511e-06 }, { "class_name": "geographical_map", "confidence": 5.406182026490569e-06 }, { "class_name": "engineering_drawing", "confidence": 2.672318942131824e-06 }, { "class_name": "scatter_plot", "confidence": 2.2714070837537292e-06 }, { "class_name": "chemistry_structure", "confidence": 1.908978902065428e-06 }, { "class_name": "screenshot_from_computer", "confidence": 1.520430146229046e-06 }, { "class_name": "music", "confidence": 1.3031148000663961e-06 }, { "class_name": "photograph", "confidence": 1.0680161039999803e-06 }, { "class_name": "screenshot_from_manual", "confidence": 7.610568673044327e-07 }, { "class_name": "stamp", "confidence": 6.086742132538348e-07 }, { "class_name": "bar_code", "confidence": 2.471643085755204e-07 }, { "class_name": "crossword_puzzle", "confidence": 2.300689345702267e-07 }, { "class_name": "topographical_map", "confidence": 1.9119552518986893e-07 }, { "class_name": "signature", "confidence": 9.10797552933218e-08 }, { "class_name": "qr_code", "confidence": 4.252147789429728e-08 }, { "class_name": "box_plot", "confidence": 2.2109723829544237e-08 } ] } ] }, { "self_ref": "#/pictures/28", "parent": { "$ref": "#/body" }, "children": [ { "$ref": "#/texts/111" }, { "$ref": "#/texts/112" } ], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A waterfall chart titled 'Sources of Available Liquidity' showing the composition of total available liquidity in millions of dollars. The chart starts with a base value of $135 million for 'Cash', followed by an 'Undrawn Corporate Revolver' of $500 million, and a small addition of $18 million for 'Approved and Undrawn Credit Capacity(2)', culminating in a 'Total Available Liquidity' of $653 million.\n\n| Source | Value ($ Millions) |\n| --- | --- |\n| Cash | 135 |\n| Undrawn Corporate Revolver | 500 |\n| Approved and Undrawn Credit Capacity(2) | 18 |\n| Total Available Liquidity | 653 |" }, "classification": { "predictions": [ { "confidence": 0.997250497341156, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0015322418184950948, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0010341332526877522, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 6.481741729658097e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 4.015208833152428e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.9339588106959127e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.1548525435500778e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 9.790624972083606e-06, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 9.103916454478167e-06, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 7.052124601614196e-06, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 5.337939910532441e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 5.141721885593142e-06, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 3.689385039251647e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 2.9074344638502225e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 1.5250241176545387e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 6.874221867292363e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 5.147061870047764e-07, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 3.036902569419908e-07, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 2.824424143454962e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 2.1865062649339961e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 1.9196443190594437e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.4297715722477733e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.2034257679260918e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 8.491531389154261e-08, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 6.491091397720083e-08, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 3.552607097390137e-08, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" } ] }, "quber__figure_job_id": "parse-01m21401snd97s83eve9ypp234", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "(2)", "kind": "footnote", "label": "Approved and Undrawn Credit Capacity(2)" } ], "quber__footnotes": [ { "marker": "(1)", "text": "Unencumbered assets includes $231 million of unencumbered senior loans, $217 million of real estate owned assets, and $87 million of CMBS investments" }, { "marker": "(2)", "text": "Represents under-levered amounts on financing facilities. While these amounts were previously contractually approved and/or drawn, in certain cases, the lender's consent is required for us to (re)borrow these amounts" } ] }, "label": "picture", "prov": [ { "page_no": 18, "bbox": { "l": 42.0617790222168, "t": 430.2378234863281, "r": 681.702880859375, "b": 84.48757934570312, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [ { "$ref": "#/texts/111" }, { "$ref": "#/texts/112" } ], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 640.0, "height": 346.0 }, "uri": 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" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This waterfall chart, titled 'Loan Portfolio Activity', displays the changes in a loan portfolio between 4Q'25 and 1Q'26. The values are in millions of dollars. The chart begins with a total bar for '4Q'25 Portfolio' at $6,343, composed of three segments: $5,362 (dark purple), $562 (grey), and $419 (light blue with a dashed border). The waterfall then shows positive and negative adjustments: 'Fundings' add $198 (blue bar), 'Repayments' subtract $415 (purple bar), and 'Other(1)' subtract $25 (thin dark line). The chart ends with a total bar for '1Q'26 Portfolio' at $6,110, composed of three segments: $5,119 (dark purple), $606 (grey), and $384 (light blue with a dashed border).\n\n| Category | Value ($ Millions) |\n| --- | --- |\n| 4Q'25 Portfolio Total | 6,343 |\n| 4Q'25 Portfolio - Segment 1 | 5,362 |\n| 4Q'25 Portfolio - Segment 2 | 562 |\n| 4Q'25 Portfolio - Segment 3 | 419 |\n| Fundings | 198 |\n| Repayments | (415) |\n| Other(1) | (25) |\n| 1Q'26 Portfolio Total | 6,110 |\n| 1Q'26 Portfolio - Segment 1 | 5,119 |\n| 1Q'26 Portfolio - Segment 2 | 606 |\n| 1Q'26 Portfolio - Segment 3 | 384 |" }, "classification": { "predictions": [ { "confidence": 0.9946243166923523, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.002052830532193184, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0013716339599341154, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 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"class_name": "page_thumbnail" }, { "confidence": 6.432046120607993e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 5.938341928413138e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 5.071066880191211e-06, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 3.979445409640903e-06, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 2.5362357973790495e-06, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.6641973843434243e-06, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.5968906836860697e-06, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.2122117141188937e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 8.557131536690576e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 7.481528427888406e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 6.489974566648016e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 4.5999047415534733e-07, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 3.263918131324317e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 2.3834058993088547e-07, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" } ] }, "quber__figure_job_id": "parse-01m2140a7s8253mfvygc0a352s", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "(1)", "kind": "footnote", "label": "Other(1)" } ], "quber__footnotes": [ { "marker": "(1)", "text": "Includes a $17 million loan write-off and an $8 million unrealized loss on FX translation" } ] }, "label": "picture", "prov": [ { "page_no": 24, "bbox": { "l": 39.4416, "t": 457.6662, "r": 680.4144, "b": 109.20959999999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 642.0, "height": 349.0 }, "uri": 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EyeNWHZtoTk6PXFB8v6Du713rdvuXo452fr183fDACrv3xjdOiw/Zu/2/7mLiDkUWLmWrxCFVk5mdCBISLYmUym8KBITaMvEEIAPLzdm+qarW3t0MHRyUEmlzbWNYslYlu7DezEErGt3QZ2Eqm43WqDfyGWiDkbh4jwHxyUckelw52aRuggkYrbrTb4F3KFXOHkcKemEQDY/xAxzsZBB1cPZ6u1vbXJDB0kUnG71QYAIhFDBEQEO7FE7O7pWnfjDiLCv5PKpVaLFf6FRCrmbBzHIQCIJWIPb/fa6/WcjQM7Z3cnjuNaGlsBQCIVt1tt0EHmIG27Z4UOEqm43WoDO5FYpPJyq7txBxEBYNGGuLD5T742aWXViQtAyKPEzLV4hSqycjKhA0NEsDOZTOFBkZpGXyCEkPtGrpDvPrf57p2WF/0XAyGPGDPX4hWqyMrJhA4MEcHOZDKFB0VqGn2BEELuG1cP59A5waePVVUePweEPGLMXItXqCIrJxM6MEQEO5PJFB4UqWn0BUIIIYTcB2auxStUkZWTCR0YIoKdyWQKD4rUNPoCIYQQQu4DM9fiFarIysmEDgwRwc5kMoUHRWoafYEQQggh94GZa/EKVWTlZEIHhohgZzKZwoMiNY2+QAghhJD7wMy1eIUqsnIyoQNDRLAzmUzhQZGaRl8ghBBCyH1g5lq8QhVZOZnQgSEi2JlMpvCgSE2jLxBCCCHkPjBzLV6hiqycTOjAEBHsTCbTE8Mnubd6AyGEEELugza0PPbMgKycTOjAEBHs7t69++mOTzkOgRBCCCH3R8DwoRMnToQODBGBEEIIIV2BISIQQgghpCswRARCCCGEdAWGiEAIIYSQrsAQEQghhBDSFRgiwv9CZWXl4MGDOY77/vsfnnnmabCzWCxSqVQkEsG/s1qtYrFYJBKBXVtbm0wmM5vvMQa3bt0SiUQeHh6MiRwdHeC/OXPmrJ+fFgghhJA/I4aI8N9UVVW1tLQ4OjqePHlKJpMFBo7RaDQAUF19wdOzm4uLC/y7Xbt2S6XS6OgoADAaT+/f/9XKlUnl5eV9+/Y1GEplMpmfn/b69evDhw+H/+bw4SOjRo10dXUFQggh5E+HISL8N3v2ZEZHR/34448DBw708fGBDidPnurdu1dFxcmWlpbm5ubIyBckEgkA7NmTiYgzZkyXyWR7935ps9lmzowuKvrJ3/8xg6FUJpP5+Wmrqs498cSEY8eO19bWMgZhYWFff50rFoskEulTT039+eefGxoaR40aKZVKKyoqQkJCgBBCCPnTYYgI/83OnZ/Gxb1os9l+/PHHmzdvPfvsM2q1GgAKCgr9/LQHD34/e/asqqoqxkSPPTYEAPbsyZwwYXxV1bmhQ/3PnDlz8+at6OiorKzs0NAnDYZSmUzm56ctKCh84YXn9+3LmTkzuqjop169euXl5S1YEJ+VlR0VNeOzzzKef36aq6srImZmfjF79iwghBBC/nQYIsJ/k57+SXz8fLBra2vLzPxi7tw5AFBQUOjnpy0oKIyOjrpw4WJTU+Pw4cMBYM+ezNmzZ+3YsdPNzS0iInzfvpzo6KisrOzQ0CcNhlKZTObnpy0oKHzmmafz8n584YXny8vLHRwcTp48FR0dlZOz/7nnIqxWa17ejxqNZtiwgF27ds+dOwcIIYSQPx2GiPDfZGVlR0REnDx58tdffwWAoUOH+vlpAaCgoNDPT1tQUBgdHXXhwsWmpsbhw4cDwJ49mbNnz/rpp59v3rw5Y8b0rKzs6OiorKzs0NAnDYZSmUzm56ctKCiMjo76/PNdHh4edXV1MTGz9+79Mjo6Kidn/3PPRXz33UGO4zQab29vzfnz5ydNCgZCCCHkT4chIvw3V69evXDhwsSJE7/77uAzzzwNHRCRMYaIjDEAQETGGAAgImMMABCRMYaIjDFEZIwhIgAwxhCRMQYANptNLBYDACIyxhCRMcbZSSSSr7/ODQmZ5OzsDIQQQsifDkNE+F+4ceOGt7c3dLobN256e3cHQggh5M+IISIQQgghpCswRARCCCGEdAWGiEAIIYSQrsAQEQghhBDSFRgiAiGEEEK6AkNEIIQQQkhXYIgIhBBCCOkKDBGBEEIIIV2BISIQQgghpCswRARCCCGEdAWGiEAIIYSQrsAQEQghhBDSFRgiAiGEEEK6AkNEIIQQQkhXYIgIhBBCCOkKDBGBEEIIIV2BISIQQgghpCswRARCCCGEdAWGiEAIIYSQrsAQEQghhBDSFRgiAiGEEEK6AkNEIIQQQkhXYIgIhBBCCOkKDBGBEEIIIV2BISI8nCwWS01Njaenp1wuB0IIIeQhxBARHk5nz55dv3793//+927dugEhhBDyEGKICA8bi8Xy448/5uTkXL16NSgoaMGCBd27d798+fLu3bvPnz/v7OwcHx/v7+8PdjU1Nfv27SstLRWLxRMnToyMjHRwcEDEL7744tChQ76+vgsXLrxz587+/fsrKiqcnJyeffbZJ598UiqVAiGEEHKfMUSEh82ZM2dSUlL69es3ZMgQg8Ewd+7cPn36rFmz5s6dOxMnTrRarSNGjBg1ahTYHT58+Ntvv/X39zcYDHV1datWrRoyZMjly5eTk5Pr6up69OixatWq/Px8o9E4cODAI0eOyGSy5OTknj17AiGEEHKfMUSEh43RaExJSQkKCoqMjHRwcHB1dT1x4sSGDRsiIyP9/f1lMlnPnj0dHR3Brrm5+dKlS21tbV988YXFYnnjjTc8PDw2b97c1NTU3t7e0NCQkpIiFouvXr3a0tLy2WefeXl5LV682MPDAwghhJD7jCEiPGwaGxt37tyZl5fn4eERFBQ0ffr0kpKSDRs2uLq6NjY2Ojs7L1iw4KmnngK7+vr61atXnzx5EgCefPLJhQsXGo3Gjz76aOnSpUeOHPn1119TUlLMZnNycvLly5fFYnFUVFRMTIxCoQBCCCHkPmOICA8hs9l89uzZvLy8goKCadOmaTSaLVu2xMfH+/n5vf/++xqNZu3atYwxAOA4rqGhobGxcffu3UePHn3llVcKCgrMZnNsbGxOTs6NGzdef/11Pz+/pqam27dv//Of/6ysrHz33XcDAgKAEEIIuc8YIsLD5vLlyxcvXhw9enRdXd3ixYvHjx8/evTotLS0F198cfjw4SkpKd7e3osXLz548OCoUaPu3r0rk8kGDBjw5ZdfZmZm/uUvf/nyyy9v3rwJAGg3adKk8ePH9+zZs3v37unp6d9///177703cuRIIIQQQu4zhojwsDlx4sT69eutVisAODo6Lly4sG/fvmlpaVVVVWKxWKFQvPTSS66urh988MGLL75osVi++OILi8VitVr79u2bmJjo5uZms9kAYMuWLVevXl2xYkVhYeHhw4ctFovNZvP393/llVc8PT2BEEIIuc8YIsLDxmw2//LLL5s3bw4KCgoJCenfv79EIrlx44bRaGxra+vfv3+/fv0O2r311ltqtfrkyZM1NTWOjo5+fn4ajQY6/PLLL3fv3h09erTFYjEajXV1dS4uLo899piHhwcQQggh9x9DRHgItbW1bdq0adq0af3794f/YDabv/jiC61WO3bsWMYYEEIIIQ8khohACCGEkK7AEBEIIYQQ0hUYIgIhhBBCugJDRCCEEEJIV2CICIQQQgjpCgwRgRBCCCFdgSEiEEIIIaQrMEQEQTXdbf+ptO5uazvwUziKJ4z0cHORgl15ZeO5X+8CP8ZYeIiXo1wMAIhQcbax6tJd4OfoIA4Zq3ZSSACA47D8TGP15Rbg56yUjBuhcnOWgp3hVMPFKy3ATyYVTR3vqXAUAwAilFU2VF9uAX4OcvHU8Z4OchEA2GxYfqbx12utI4e4+fRUACGEkEcYQ0QQVOmphpC5R0UiEImATw8vh53vDn3M1wnsVqad37HvCgIviZgZvgzy8pABQLsN3/34wsdZJuDXXS3P2TSibw9HAGiz4tubzn321TXg16+nYvvqxwYPcAK75evO7vn2OiLwcXOWHtoxuqeXAwBwHP5t47mMr64Bv24q2eGdY9TuMgAwW7i3PzyXvvdq8quD/hrvC4QQQh5hDBFBUEfL6oNj9aVfjvXuJgMejDGZVCQSwW+sVmy3cfC7HORixuA31nZsb+eAH2NMLhMxBr9ps3I2GwI/xphMJhIx+E2blbPZEH4HYw4yEWPwmzYrZ7Mh/A7GHGQixuA3bVZu0tzSaVM0KYlaIIQQ8ghjiAiCOlpWHxyrNx4Yp/GUA+ExQWeICPFOSdQCIYSQRxhDRBDU0bL64Fi98cA4jaccCI8JOkNEiHdKohYIIYQ8whgigqCOltUHx+qNB8ZpPOVAeEzQGSJCvFMStUAIIeQRxhARBHW0rD44Vm88ME7jKQfCY4LOEBHinZKoBUIIIY8whoggqGPld56MO1q+f6x3NzkQHhN0hogQ75RELRBCCHmEMUQEQV2vuZf5jSkmzMtJIQbCY4LOEBHinZKoBUIIIY8whoggNIvFYrVagfCboDNEhHinJGqBEELII4whIgjNYrFYrVYg/CboDBEh3imJWiCEEPIIY4gIQrNYLFarFQi/f355zX+QKuTxbkAIIeQRxhARBNXQZNWX3Q4c6uQgEwHhwZhIqVQAIYQ8AiwWS3FxcY8ePfr37w/k3zFEBEEZTt6JSCj5affo7moZEB4ikUihUAAhhPzZWa3WixcvpqWlPfPMM6GhoTKZDACampru3r0LAC4uLk5OTtABEZvt3NzclEolAHAc19TU1NLSolKpHB0dAcBsNjc2NtpsNicnJxcXF8YYPMwYIoKgjpbVB8fqjQfGaTzlQHiIRCKFQgGEEPKnZrFYvv322z179tTV1bm5uS1cuHDy5MkXLlxIT08/efIkAERGRs6bN08sFgNAe3v78ePHv/766xMnTixdujQsLKytrU2v13/11VdGo3HVqlUTJ05sbm7OyMj44YcfWlpaRowY8corr/Tp0wceZgwRQVBHy+qDY/XGA+M0nnIgPK7eauvm4eThJgNCCPnzqqmpSU5OdnR0fPHFF41Go7Oz8/jx4zdu3Hjt2rVZs2a5ubkxxoYNG8YYA4C7d+9u3brVZrMdOnQoMTFx2rRpdXV16enpNpvt8OHDSUlJkydP1uv1a9asmTlzZs+ePT/88MOnnnpqwYIFEokEHloMEUFQR8vqg2P1xgPjNJ5yIDwmx50Im+S9cuFAIISQP6+6urrVq1c3NjbOmDFjxIgR3t7e1dXVycnJfn5+vr6+YrF47NixPXr0gH9RUFCwevXqxMTEadOmgd2BAwdSU1OTkpJCQkK2b99+8ODBnTt3Ojs7L1y4sFu3bqtWrZLL5fDQYogIgjpaVh8cqzceGKfxlAPhMUFniAjxTknUAiGE/HnZbLby8vLdu3dfu3bN2dk5Ojray8srJSVFIpE4OTnV19cPHDjwnXfekUql0KGgoGD16tWJiYnTpk0DuwMHDqSmpiYlJYWEhGzcuLGsrOyjjz5ycnJ67bXXXFxcVq1aJZfL4aHFEBEEdbSsPjhWbzwwTuMpB8Jjgs4QEeKdkqgFQgj5szObzeXl5enp6TKZbP78+evWrXv66adnzpz58ccfFxQU7N27Vy6XQ4eCgoLVq1cnJiZOmzYN7A4cOJCampqUlBQSErJ169ZDhw7t3LnT2dn51VdfValUq1atksvl8NBiiAiCOlpWHxyrNx4Yp/GUA+ExQWeICPFOSdQCIYT8eV2/fn3fvn0jRoyQy+Xbt293cHB49dVX169f7+rqOmvWrF27dtXW1m7YsCE9Pb1Xr16zZs26cePGTz/9tH379lmzZoWFhXl4eNy6devQoUO7d+9+6aWXpkyZUlFRsX79+rlz56rV6q1bt06bNi02NlYsFsNDiyEiCOpoWX1wrN54YJzGUw6ExwSdISLEOyVRC4QQ8udVU1OzcePGkpISjuN8fX1nzZr1+OOPHzx48Isvvrh9+3afPn3mzJnj6+ubnJw8ZsyY2bNnJ/waM20AACAASURBVCcnnzhxAuwmTJjw0ksvrVu3rrKyEuyeeuqpmJiYHTt2HD161GazjRkz5uWXX+7Zsyc8zBgigqCOltUHx+qNB8ZpPOXQ6axW682bN729vSUSCTzAJugMESHeKYlaIISQPy+O45qamjZs2ODp6Tlz5kw3NzeJRGK1Wu/cudPW1ubo6Ojq6nrs2LFdu3YtX768X79+dXV1FosF7BwdHV1dXevr69va2sBOoVC4ubm1trY2NTUhorMdYwweZgwRQVBHy+qDY/XGA+M0nnLodLdu3Xr//ffffPPNbt26gR0iAgBjDDogImMM7BARABhj0Lkm6AwRId4piVoghJA/NUT8+eefNRpN//794T9wHGc0Gq1W64gRIxhj8OhhiAiCOlpWHxyrNx4Yp/GUQydqb28/fPjwd999d+3atdDQ0AULFgBAfX39Rx99dOXKlZdffnnkyJHnzp378ssv29raXnnlFZVKderUqZycnBs3bjz22GPR0dFeXl7QWSboDBEh3imJWiCEEPIIY4gIgrp6817GV7/Oe8HbSSGGTtTY2LhkyZLevXv7+fldvHhxxYoV7e3tOTk533zzTUNDw+uvvz5x4sR33nnn8uXLcrl85cqVUqn0H//4ByL6+fl9//33M2bMiIiIEIlE0Ckm6AwRId4piVoghBDyCGOICEIzmy02mxU6V1NT0xtvvOHm5jZ9+nRvb+8ePXpcuHBhw4YNjz/+eFZW1uuvvx4cHNzY2Lhr164zZ86sXLmS47h169b16tUrODj4008/7dWr15IlSyQSCXSKCTpDRIh3SqIWCCGEPMIYIoLQLBaL1WqFzmWz2QwGQ25u7uXLlx977LH4+Phdu3bZbLbQ0NC//e1vS5cunTRpEgBs27bt1KlTK1eudHNz27t3b25urkgkYowNGzbs9ddfl0gk0CmeiDVETPJOTtQCIYSQRxhDRBCaxWKxWq3Qudrb269fv+7i4qLX6/fu3fv0008fOXLkzp07MpmssbGxf//+b775ppeX17Zt206dOrVy5UovL6/Gxsb29vb6+vqNGzcGBgbGxMSIxWLoFKkZphGDPZ4N9gJCCCGPMIaIIKi7re3GqjuDfBykEgad6M6dOytXruzfv39jY6PJZEpISDCbza2trbW1tVlZWc8999ysWbNycnKKi4vr6upGjx4dHR1tMBiuXLlSU1Nz7dq11157bejQodBZRCKRQqEAQgh5ANg45DgEfgyYWMwYg9/YOOQ4hN/DJGLGGPzGxiHHIfweJhEzxuA3Ng45DoEfAyYWM8bgNzYOOQ7h9zCJmDEGv7FxyHEIv4dJxIwx+I2NQ44DsQhEIgZCY4gIgiqpuPPsX44fyxzTvZscOtG9e/d2795dUFDQp0+fJ598cvz48WKxGABu3bq1bdu26dOn+/n5bdy4saGhAQBEItGcOXOuXLmSn5/v5OQ0adKkgIAAsVgMnUUkEikUCiCEkAfAB59Up356AfhpvBy2JvuPGOwKdmu2nv8ky8QhAg+5TJS3c6xPTwUAIMJ76ee37L4M/FydJfs2jRrk4wQA7TbcsPPips8vAb9eGsdtyf7+g1zA7q2NVZ9/dZVDBB4e7rIv00YO6KMEu7c3ndvxpQn4KRXiw58+3sPLAQDarNz76dU7c66+ucD35Vl9QWgMEUFQR8vqg2P1xgPjNJ5y6Fw1NTWbNm2Ki4vr168fPNhEIpFCoQBCCHkAGE7WnTDWAz+Fo/iJUe5qdynYnahsOnuhBRH4iMUsLLibs1IMduVnmk6fbwF+MhkLDVK7OUsAgEM4WdVsPHcX+DkpxU+Mcle5SsGu5FTj+V9bEYGPg1z0ZJCHq5ME7EqNTWcvtgA/iYSFT+qmdBQDAMdh+dnml9+uDB3vlZbkD0JjiAiCOlpWHxyrNx4Yp/GUQ+fiOM5sNjs4OIjFYniwXbx6z1Pt3F0tB0II6VL3LNzp83f6aqRymQgIj7CE8gCtW1qSPwiNISII6mhZfXCs3nhgnMZTDoTHzNdPPTnOa/HcfkAIIV2q+nLL0/HH9qUN7ddLAYRHWEJ5gNYtLckfhMYQEQR1tKw+OFZvPDBO4ykHwmOCzhAR4p2SqAVCCOlSldXN/uH5xdmBWh8lEB5hCeUBWre0JH8QGkNEENTRsvrgWL3xwDiNpxwIjwk6Q0SId0qiFgghpEtVVjf7h+cXZwdqfZRAeIQllAdo3dKS/EFoDBFBUEfL6oNj9cYD4zSeciA8JugMESHeKYlaIISQLlVZ3ewfnl+cHaj1UQLhEZZQHqB1S0vyB6ExRARBHS2rD47VGw+M03jKgfCYoDNEhHinJGqBEEK6VGV1s394fnF2oNZHCYRHWEJ5gNYtLckfhMYQEQR1tKw+OFZvPDBO4ykHwmOCzhAR4p2SqAVCCOlSldXN/uH5xdmBWh8lEB5hCeUBWre0JH8QGkNEENTRsvrgWL3xwDiNpxwIjwk6Q0SId0qiFgghpEtVVjf7h+cXZwdqfZRAeIQllAdo3dKS/EFoDBFBUEfL6oNj9cYD4zSeciA8JugMESHeKYlaIISQLlVZ3ewfnl+cHaj1UQLhseS9Km0/19fnDQChMUQEQV29Yd6x79f4GRpnpRgIjwk6Q0SId0qiFgghpEtVVjf7h+cXZwdqfZRAeNTUtbm6Onm4yUBoDBFBaGbzPZutHQi/CTpDRIh3SqIWCCGkS1VWN/uH5xdnB2p9lEB4MMaUSiXcBwwRQWgWi8VqtQLhN0FniAjxTknUAiGEdKnK6mb/8Pzi7ECtjxIID8aYUqmE+4AhIgjNYrFYrVYg/NbvvDxyiEd4SHcghJAudb3m3t/+cTrp5b7e3eRAeDDGlEol3AcMEUFQZovtkqlJ4ymRiBkQHiKRSKFQACGEdDVEMJstNpuVMSB8Vm+5OKCP64LoPiA0hoggqGPl9ZPnHv3lq8c1nnIgPEQikUKhAEIIeQC02QHhF5ZQHqB1S0vyB6ExRARBHS2rD47VGw+M03jKgfAQiUQKhQIIIeQB0GYHhF9YQnmA1i0tyR+ExhARBHW0rD44Vm88ME7jKQfCw3TD0s3DqZtKDoQQ0qXarNxFU5OXh1gqYdDp2tvbS0pK/Pz83N3d4QEWllAeoHVLS/IHoTFEBEEdLasPjtUbD4zTeMqB8Jj5+qknx3ktntsPCCGkS1WbWsL/cjwrdWi/no7QuaxWa01NzcaNG2fOnDl8+HDGWHNzs9lsFovFrq6uUqnUYrE0NzfbbDYHBwcXFxfGmM1ma2hosNlsrq6ucrkcOktYQnmA1i0tyR+ExhARBHW0rD44Vm88ME7jKQfCY4LOEBHinZKoBUII6VKV1c3+4fnF2YFaHyV0Io7jjhw5smfPntraWh8fnxUrVrS3t2/evPncuXPOzs6zZs166qmndu3adfDgwZaWFh8fn9dee61Pnz5nz55dv359a2vr0qVLR40aBZ0lLKE8QOuWluQPQmOICII6WlYfHKv/5uPhnh4yAGAAKjeZu4sE7Mz3bDdr22wcAg8G4OEmc3ORgJ35nu1mbZuNQ+DXTSVzdZKAndnCXb91D+H3dHOXuTpLwK71nu3m7TYOEXgwxjzcpG7OErBrNdtu1bXZOAR+Xh4yZ6UE7Frv2W7UWBD+X7OXnZrxVI+URC0QQkiXqqxu9g/PL84O1PoooRO1tbWlpKRYrdbo6OgLFy4EBgY2NzeXlZUNGDBgx44dAwYMmD9//ttvvz1w4MABAwZ8/vnnCxcuHDt27IcffnjmzJl79+4tXrx4zJgx0FnCEsoDtG5pSf4gNIaIIKgTxobJLx6929oOdiLGXop0mvmUAuzKKq1rtjc03eWAh4ix+OlOUVMVYPfL2bbkLQ3NrQj8XtO5hAU7Mvi/Tp63Ll1Xjwh8GINFM52fn6wAuxOVbW9vbjBbEHhIJWx+pPP0Jx3BrvhU29/TG5tbOeD3RpxLaJAjg//LYGxL+rDBxiH8O6lE9P6ywYlz+gEhhHSpyupm//D84uxArY8SOlF7e/vWrVtLSkqCg4PHjh07ePDg9vb2Y8eOnTt37sSJE88999zkyZN37NhRXV3t5eVVW1u7ZMmS6urqvXv3jhgx4siRIwsXLhwzZgx0lrCE8gCtW1qSPwiNISII6p6F271fX1F5Hjo4K21OjhzYWaysoUnMIQN+Lkqb0pEDuzYrq28SIzLg5+pkUzhwYNdmZXWNEvhdLkqb0pEDO4uV3WmSIMLvcFHalI4c2FnaRHeaRYgM+Lk52RwdOLCztLH6Jgn8B5W7y+J5z7m7SoEQQrpUZXWzf3h+cXag1kcJnau2tragoODnn39ubW2dN29eQEBAenr6mTNnmpqaJk+ePHv27K+//vqnn36SyWRWqzU2NjY3N1ej0Xh7e+fk5MTGxk6ZMkUkEkGnCEsoD9C6pSX5g9AYIoLQ8gr1pRVGIPzUKvd4XRQQQkhXq6xu9g/PL84O1PoooRPZbLZffvll0KBBNTU169atGz16dHBwsEQiUalUqamply5dmj9//q5du6ZPnz548ODk5OQePXpcunSptrYW7Hr27PnBBx84OTlBpwhLKA/QuqUl+YPQGCKC0PIK9aUVRiD81Cr3eF0UEEJIV6usbvYPzy/ODtT6KKETWSyWd9999/bt24hotVrnz5/f1NT09ddfA0Bzc/PQoUNnzJixcePGxsZGuVx+9+7dmTNnDhs2rL29vaKiYu/evbGxsVOmTBGJRNApwhLKA7RuaUn+IDSGiCC0vEJ9aYURCD+1yj1eFwWEENLVKqub/cPzi7MDtT5K6EQcx50+ffqzzz7r1q3blClTRowY0dLSUl5efuvWLXd39+HDh6tUqqqqqrNnz7a3t/fo0WPEiBEymQwAbty4UVZWNnLkyO7du0NneWll5ZABrqsWDQKhMUQEoeUV6ksrjED4qVXu8booIISQrlZZ3ewfnl+cHaj1UUKny8jIGDx48KhRo+DBdvuO1c3Fyd1VCkJjiAhCyyvUl1YYgfBTq9zjdVFACCFdrbK62T88vzg7UOujBMKDMaZUKuE+YIgIQssr1JdWGIHwU6vc43VRQAghXa2yutk/PL84O1DrowTCgzGmVCrhPmCICELLK9SXVhiB8FOr3ON1UUAIIV3tes29pA2nk17u210tB8KLKZVKxkBwDBFBaHmF+tIKIxB+apV7vC4KCCGkq3GITU33RCKbiAHhk/qZyaeXiy6iJwiNISIILa9QX1phBMJPrXKP10UBIYQ8ANrsgPALSygP0LqlJfmD0BgigtDyCvWlFUYg/NQq93hdFBBCyAOgzQ4Iv7CE8gCtW1qSPwiNISIILa9QX1phBMJPrXKP10UBIYR0NY7DO41mqdgmEjEgPMISygO0bmlJ/iA0hoggtLxCfWmFEQg/tco9XhcFhBDS1c5duhs8R//dtuEDeiuA8AhLKA/QuqUl+YPQGCKC0PIK9aUVRiD81Cr3eF0UEEJIV6usbvYPzy/ODtT6KIHwCEsoD9C6pSX5g9AYIoLQ8gr1pRVGIPzUKvd4XRQQQkhXq6xu9g/PL84O1PoogfAISygP0LqlJfmD0BgigtDyCvWlFUYg/NQq93hdFBBCSFerrG72D88vzg7U+iiB8AhLKA/QuqUl+YPQGCKC0PIK9aUVRiD81Cr3eF0UEEJIV6usbvYPzy/ODtT6KIHwCEsoD9C6pSX5g9AYIoLQ8gr1pRVGIPzUKvd4XRQQQkhXq6xu9g/PL84O1PoogfAISygP0LqlJfmD0BgigtDyCvWlFUYg/NQq93hdFBBCSFerrG72D88vzg7U+iiB8AhLKA/QuqUl+YPQGCKC0PIK9aUVRiD81Cr3eF0UEEJIV6usbvYPzy/ODtT6KIHwmP5axdBBbuuWDwGhMUQEoeUV6ksrjED4qVXu8booIISQrlZZ3ewfnl+cHaj1UQLhYbZwzk5ODnIRCI0hIggtr1BfWmEEwk+tco/XRQEhhHS1yupm//D84uxArY8SCA/GmFKphPuAISIILa9QX1phBMJPrXKP10UBIYR0tcrqZv/w/OLsQK2PEux+OnHnZm0b8HNRip8c5yESMQCwtmNxRcON2jbgp3KRjB/pLpeJAMDajsUVDTdq24Cfh6v08WFujg4isCsoqb99xwr8VC7S4DHuYjEDgPZ2/Lnszu07VuDn7iwJGasSiRgAWNq4kpONN+vagJ+nSjo2wN1D5Qz3AUNEEFpeob60wgiEn1rlHq+LAkII6WoXr7Q8v7Aw/gWumzsDAERI22M7dZ4Dft5qlpwgkYjhf7RacPuXtlPnEfj11bAlOomTAv5HqwW3f8mdOs8BvwG92MtREndn+M26T9urfkXg11fD/honkUnhf9xrg7Q97ed+ReDXx5u9OV8sFTMAuNsK6TntxmoEftq+bHGsk+6FEMYYCI0hIggtr1BfWmEEwk+tco/XRQEhhHQ1RDiiLykpK4cONhvjEH4HYyARI3Sw2RiH8DsYA4kYoYPNxjiE38EYSMQIHWw2xiH8DsZAIkbo0G5jiPA7GAOJGKGDzcY4hN8hYuDmqlgUF8MYA6ExRASh5RXqSyuMQPipVe7xuigghJAHQNFxg76kDAg/ZyflorgYxhgIjSEiCC2vUF9aYQTCT61yj9dFASGEPACKjhv0JWVA+Dk7KRfFxTDGQGgMEUFoeYX60gojEH5qlXu8LgoIIeQBUHTcoC8pA8LP2Um5KC6GMQZCY4gIQssr1JdWGKEryKTSAT59Llw2WSxt8ABTq9zjdVFACCEPgKLjBn1JGRB+zk7KRXExjDEQGkNEEFpeob60wgidTiqVdFO5T3t6yv7vfrxRc1su+x9SsLt3z2JtbxeJRI4OcpFIZLNx5nv3RCKRg1wmEona2233LBZEhM6iVrnH66KAEEIeAEXHDfqSMiD8nJ2Ui+JiGGMgNIaIILS8Qn1phRE6l1QiCRk/dojWVyaVXr56PXP/N1OeGDcq4DGwO/Bjwekz5wKGaCcEjlIoHOvqG3bvyx00wOeJsaMUjo63btcePFJ063YddBa1yj1eFwWEEPIAKDpu0JeUAeHn7KRcFBfDGAOhMUQEoeUV6ksrjNC5lArFgtioq9dunjxb5dOr5/f5Pz0zeWL/vr2PnfilpaX1yvUbErE4etqzLS2txWUVDg7ys+cvBo4MaGuzOiuVo4Y9tv/gj+cuXILOola5x+uigBBCHgBFxw36kjIg/JydlIviYhhjIDSGiCC0vEJ9aYUROpejg0PsjAipRFpuPHPJdOXGrduhE4NGBjyGiHdbWg8V6iVi8ZQnxlVduFR/p6Gl1XzuwiWbzYYAw/0HB48LzP3hxwu/XoHOola5x+uigBBCHgBFxw36kjIg/JydlIviYhhjIDSGiCC0vEJ9aYUROhdjTOPVbdQw/54a73v37n13uKiltdVJqVS7uwWPG3Plxq2Lv16eMjHIYmkDQKlE+vUPhy9evtKju+fkJ8bdrq0//POxtjYrdBa1yj1eFwWEEPIAKDpu0JeUAeHn7KRcFBfDGAOhMUQEoeUV6ksrjNC5pFKJT6+el69e1/r2mxQ09ufi0vqGxrr6O2Kx+Pmnn2xobj57/sLkCY8XHC1paro77ekppRWnrty4+eQT401XrxcdN9yzWKATqVXu8booIISQB0DRcYO+pAwIP2cn5aK4GMYYCI0hIggtr1BfWmGEzqVUOMbNjDTfuyeVSgDZN3n5/n4De2q6MwCFo+NPxaXnL16ODJ/qKJfbOE4ilnyfXzR6mH+fnpqGxmaLte3ajVuHfzrGcRx0CrXKPV4XBYQQ8gAoOm7Ql5QB4efspFwUF8MYA6ExRASh5RXqSyuM0LmkEsno4f7D/Qebrt4wnj13yXTV2clpiHaATCK5dbvuwuUr7e3tPby9+vXuBQBXb968cfO21refm4sz2NU3NBrPnuc4DjqFWuUer4sCQgh5ABQdN+hLyoDwc3ZSLoqLYYyB0BgigtDyCvWlFUbodO5uLhPHjikpP3n9Vg082NQq93hdFBBCyAOg6LhBX1IGhJ+zk3JRXAxjDITGEBGElleoL60wAuGnVrnH66KAEEIeAEXHDfqSMiD8nJ2Ui+JiGGMgNIaIILS8Qn1phREIP7XKPV4XBYQQ8gAoOm7Ql5QB4efspFwUF8MYA6ExRASh5RXqSyuMQPipVe7xuigghJAHQNFxg76kDAg/ZyflorgYxhgIjSEiCC2vUF9aYQTCT61yj9dFASGEPACKjhv0JWVA+Dk7KRfFxTDGQGgMEUFoeYX60gojEH5qlXu8LgqEgAjkv2IM/jhEAEQgv4uJGJCHTdFxg76kDAg/ZyflorgYxhgIjSEiCC2vUF9aYQTCT61yj9dFgRBeeNVw+nwTEH7Tp2reWeIHf5j5rm1/ahXXzgHhwRg8/nzPfgFuQB4qRccN+pIyIPycnZSL4mIYYyA0hoggtLxCfWmFEQg/tco9XhcFQhgzo+jE6QYg/OZF9k5fMwz+sNam9oyVp2xWDggPxmDynL6DAj2APFSKjhv0JWVA+Dk7KRfFxTDGQGgMEUFoeYX60gojEH5qlXu8LgqEMGZG0YnTDUD4zYvsnb5mGPxhrU3tGStP2awcEB6MweQ5fQcFegB5qBQdN+hLyoDwc3ZSLoqLYYyB0BgigtDyCvWlFUYg/NQq93hdFAhhzIyiE6cbgPCbF9k7fc0w+MNam9ozVp6yWTkgPBiDyXP6Dgr0APJQKTpu0JeUAeHn7KRcFBfDGAOhMUQEoeUV6ksrjED4qVXu8booEMKYGUUnTjcA4Tcvsnf6mmHwh7U2tWesPGWzckB4MAaT5/QdFOgB5KFSdNygLykDws/ZSbkoLoYxBkJjiAhCyyvUl1YYgfBTq9zjdVEghDEzik6cbgDCb15k7/Q1w+APa21qz1h5ymblgPBgDCbP6Tso0APIQ6XouEFfUgaEn7OTclFcDGMMhMYQEYSWV6gvrTAC4adWucfrokAIY2YUnTjdAITfvMje6WuGwR/W2tSesfKUzcoB4cEYTJ7Td1CgB5CHStFxg76kDAg/ZyflorgYxhgIjSEiCC2vUF9aYQTCT61yj9dFgRDGzCg6cboBuohEzBDAZkN4gM2L7J2+Zhj8Ya1N7RkrT9msHBAejMHkOX0HBXoAeagUHTfoS8qA8HN2Ui6Ki2GMgdAYIoLQ8gr1pRVGIPzUKvd4XRQIYcyMohOnG6CLpL752OUb5o2fXoAH2LzI3ulrhsEf1trUnrHylM3KAeHBGEye03dQoAeQh0rRcYO+pAwIP2cn5aK4GMYYCI0hIggtr1BfWmEEwk+tco/XRYEQxswoOnG6ATqdg1y85MV+s57tefla6+J3jb9ea1W7yd5Z4vd9UU3Oj9dVrrIlc/urVbIbNfc+2n1J7S57eWZfB7n46k3ze9vP2ziETjQvsnf6mmHwh7U2tWesPGWzckB4MAaT5/QdFOgB5KFSdNygLykDws/ZSbkoLoYxBkJjiAhCyyvUl1YYgfBTq9zjdVEghDEzik6cboBO99L03n/7y8BFq0/aOBQxZr5ne3/Z4ACt64adF1Z+eOajVUP791S+/8n59DXDsg9e13g6qNykb3xQ+dXmMSkfnc389hp0onmRvdPXDIM/rLWpPWPlKZuVA8KDMZg8p++gQA8gD5Wi4wZ9SRkQfs5OykVxMYwxEBpDRBBaXqG+tMIIhJ9a5R6viwIhjJlRdOJ0A3S6v0T3XZ2o3ffD9RUbKltabT28HEY+5rbpLf9Pc66s/PDMd9sfN55vej/9/O71I+/+n/bgBazJ+24Y//d3J+GYgCRRMMFbFISgqHioKNYjtlprPWurWFpc3bqy07N16bY+vH23jmfd/XR7yrNDktq1Cammh9Roo1VDrYJFCWAQCVrxiICKCkKECDn9/u+8/ruu93333jtcvaFJ9/18vMHL1wZWLBhTeeL2YwvHfPvnZ44578AI2r6B3flqLnxpXk+gorQ56A8B4kEIFBSlZeUpAEWU6tr6mjoXfEXEYlEwGKKUQhiTSeNLigsJISA0QikFoVVW1TQ0uQHxU8qTdmzbDEKYs6n6VEsvjLj4OPHLz0+aPSVpaqbsld9/8dYHbYqkaNeeRSZbe+l/n/vpNzM3PDrWtLf9+afSzl/pf/3ti9yPp0RHMUO+UNFLrkvXBmAEbd/A7nw1F740rydQUdoc9IcA8SAECorSsvIUgCJKdW19TZ0LvgrR0VGbV6/87PjJzptdEMZk0viS4kJCCAiNUEpBaJVVNQ1NbkD8lPKkHds2gxDmbKo+1dILIy46igkGqVIebdflDdwPPLL95CiZxLVnkcnWXvrf5+JjxSsXJo9KEL/4jYzGs32pKbFfXL732s4Lnxjmvftxe5mhNRCgMFK2b2B3vpoLX5rXE6gobQ76Q4B4EAIFRWlZeQpAEaW6tr6mzgUjLlmpmDFt8uTMjHMXLh393Dk0NKRKSc7JnhQTFd15s6uhya2UJ82enhMdFXXj1q3TLV8EAsGcrEnjx6kogOtMy/Wbt2CkyKTxJcWFhBAQGqGUgtAqq2oamtyA+CnlSTu2bQYhzNlUfaqlF0bccxvHs6rYi20DL34jw3roumlv+5K5ytd/PKWqvvs371wMBul4dVyyIuqplak/+FXzv387UyJhTHvaf/qtST/+z5bKmtswgrZvYHe+mgtfmtcTqChtDvpDgHgQAgVFaVl5CkARpbq2vqbOBSNLLBZvXLU8WanouNGVIIs/WuPs89x7au3jlNJb3T39/QNVJ+s3rX4sPi52YMCbMmb0oWPHaSi0bEF+r+ee9/79ppYvWi9fhZEik8aXFBcSQkBohFIKQqusqmlocgPip5Qn7di2GYQwZ1P1qZZeGHGjZJIXv5G+cmHyy298UePqlsWLZ00ZJRIRAOjsGgyF6LixsaEQbblw7+K1gQmpcVMzE0Qi0tPrq6rvhpG1fQO7Q41oSgAAIABJREFU89Vc+NK8nkBFaXPQHwLEgxAoKErLylMAiijVtfU1dS4YWRKJeNvGNdESycHPjvv8/j7PPU3GhEX5cyqrTlxuuyYWi5VJSSuXLax1nbnWcX3z6sfar98IBIKjFUmfHKn23r8fCoW89wdhpMik8SXFhYQQEBqhlILQKqtqGprcgPgp5Uk7tm0GIczZVH2qpRe+CnnTkgrylf/51kV/gEIY276B3flqLnxpXk+gorQ56A8B4kEIFBSlZeUpAEWU6tr6mjoXjCxCiCZjYv5DM2XS+Btdtz6tPjF9imbWtBx/wC9iRO3Xb7ReuvJw3uwjx0/euHX7qTUr7w8O+QOBlDFK+sCpppYTDY3BYBBGhEwaX1JcSAgBoRFKKQitsqqmockNiJ9SnrRj22YQwpxN1adaegHx276B3flqLnxpXk+gorQ56A8B4kEIFBSlZeUpAEWU6tr6mjoXjLiY6GiZND4jjc2bldvoPssQkpuT/bnzVGKCbHJmxuW2axPY1KM1dZ03u55as7Knt0/EMDEx0bWuptnTcmJjYkwf2AaHhmBEyKTxJcWFhBAQGqGUgtAqq2oamtyA+CnlSTu2bQYhzNlUfaqlFxC/7RvYna/mwpfm9QQqSpuD/hAgHoRAQVFaVp4CUESprq2vqXPByJJIJBtXLW/r6BSLxDNysl3NZ3v7PI8snt/Ucl4aH5c6Nrm6tn7e7Bk9d3t7evtmTp187GS9Up6UNk7tOtMybXLWkM/3wb6DQz4fjAiZNL6kuJAQAkIjlFIQWmVVTUOTGxA/pTxpx7bNIIQ5m6pPtfQC4rd9A7vz1Vz40ryeQEVpc9AfAsSDECgoSsvKUwCKKNW19TV1LhhZYpHosYJFmRPTKA113OhyHKsZ8vmWLcxPG6fyBwLN51pPNpyenZsza1qOiGGutnccrXHGx8UtX/KwfFRin6e/pt518UobpRRGhEwaX1JcSAgBoRFKKQitsqqmockNiJ9SnrRj22YQwpxN1adaegHx276B3flqLnxpXk+gorQ56A/BiIuOFY2bnNDW3Of3hSCMEQIFRWlZeQpAEaW6tr6mzgUjjmGY1SsKum7ddrrOhEIhAGAIIQwBCiH6Z4QQhhAAoJSGKAUAhmEIAUqB0hClMGJk0viS4kJCCAiNUEpBaJVVNQ1NbkD8lPKkHds2gxDmbKo+1dILiN/2DezOV3PhS/N6AhWlzUF/CEZErFSct1rd2eq56OpNmRC/pHD8oTcv9dwcBACRmETHiSml9/sDQEESzUiiRYMDARqi0XFiRkwAgAZprEw845GUC/U91855YEQQAgVFaVl5CkARpbq2vqbOBV+FMUrF0NBQ371+CG8yaXxJcSEhBIRGKKUgtMqqmoYmNyB+SnnSjm2bQQhzNlWfaukFxG/7Bnbnq7nwpXk9gYrS5qA/BCNibLp05fPpH71+Pik5Zt4adeeFe9HxohN7Ovvv+rLzlfPWqn3e4PuvnUtKjp792NixGdK9v2291+N7/Pl0UTRz6+rAQK/f5bj5xHcm3em8X7uvMxSkMPwIgYKitKw8BaCIUl1bX1PnAsRPJo0vKS4khIDQCKUUhHbwcJWzvgkQv9FKecnz20AIq553Np/3AOL35EoV9+Mp8KV5PYGK0uagPwQjIm+VKmNW0v4/Xpy1PEUqjz5ouCgdFXW/PxAVKyp4ejxhSHxi1Hv/cXbGsmRVerwyNc72X639d31rvp957ZzH+XEnpfC/5K9Tj02XHnzzktcTgOFHCBQUpWXlKQBFlOra+po6FyB+Mml8SXEhIQSERiilIDTdS6b9b1YC4sdmqXW1vwYhhEKUUkB/AyHAMAS+NK8nUFHaHPSHYEQ8un2CJEb0qfHKhGmjFj7JtrX0XW3uu9bSlzVXoZ4k8/b7UyclvPcfZwNDwYkzkhY/xe59o7X/rm/N9zMHBwJXm/v6bg+2tXiy5ynmrkm1/faL3ltDMPwIgYKitKw8BaCIUl1bX1PnAsRPJo0vKS4khIDQCKUUhKbTmuwGByB+rEatd3KAIorXE6gobQ76QzAiVn4rnYjIp8YrQT9VqGMzZiZp8hUnPurILUg+d7JbkRqbmpmw57fn73UPpc9IWryF3ftG692bg3JVrCSamTh91ITpow6/dVmaJFlaNGHP61/cvTkIw48QKChKy8pTAIoo1bX1NXUuQPxk0viS4kJCCAiNUEpBaDqtyW5wAOLHatR6Jwcoong9gYrS5qA/BCNi+TcmxkhFR99tU6jiOlo9MVLJhhczv6jtAQCRmKgzZYnK6OoP2s87u9NnJC3ewu59o7Xv9pAyNfbmlYHsuYq81erDb19OkEfN3zBuz2/P93YNwvAjBAqK0rLyFIAiSnVtfU2dCxA/mTS+pLiQEAJCI5RSEJpOa7IbHID4sRq13skBiiheT6CitDnoD8GIyF+nTps6av8fL0ycnpQ2NZEQ6LvtO2HrGBwIEIbMWpGSmpmwX3cxa458wrRRCYqouzcHGw7dkI+NZScnxMkkV9297uN3HnosZeKMJPvvLtzr8cHwIwQKitKy8hSAIkp1bX1NnQsQP5k0vqS4kBACQiOUUhCaTmuyGxyA+LEatd7JAYooXk+gorQ56A/BiFBnyVY8N9HKfeG5M7TimxOvtXhaPr8D/zsCQOHPCPz/KPwZgT+j8L+sKsnw9vmrP2gP+EIw/AiBgqK0rDwFoIhSXVtfU+cCxE8mjS8pLiSEgNAIpRSEptOa7AYHIH6sRq13coAiitcTqChtDvpDMCLiEiVLto6/6Oo57+xJHB3tux+83x+Af4Z8bMz89alnT3RfarwLI4IQKChKy8pTAIoo1bX1NXUuQPxk0viS4kJCCAiNUEpBaDqtyW5wAOLHatR6Jwcoong9gYrS5qA/BIgHIVBQlJaVpwAUUapr62vqXID4yaTxJcWFhBAQGqGUgtB0WpPd4ADEj9Wo9U4OUETxegIVpc1BfwgQD0KgoCgtK08BKKJU19bX1LkA8ZNJ40uKCwkhIDRCKQWh6bQmu8EBiB+rUeudHKCI4vUEKkqbg/4QIB6EQEFRWlaeAlBEqa6tr6lzAeInk8aXFBcSQkBohFIKQtNpTXaDAxA/VqPWOzlAEcXrCVSUNgf9IUA8CIGCorSsPAWgiFJdW19T5wLETyaNLykuJISA0AilFISm05rsBgcgfqxGrXdygCKK1xOoKG0O+kOAeBACBUVpWXkKQBGlura+ps4FiJ9MGl9SXEgIAaERSikITac12Q0OQPxYjVrv5ABFFK8nUFHaHPSHAPEgBAqK0rLyFIAiSnVtfU2dCxA/mTS+pLiQEAJCI5RSEJpOa7IbHID4sRq13skBiiheT6CitDnoDwHiQQgUFKVl5SkARZTq2vqaOhcgfjJpfElxISEEhEYopSA0ndZkNzgA8WM1ar2TAxRRvJ5ARWlz0B8CxIMQKChKy8pTAIoo1bX1NXUuQPxk0viS4kJCCAiNUEpBaDqtyW5wAOLHatR6Jwcoong9gYrS5qA/BIgHIVBQlJaVp4CIRSkFAEIIAFRXVyclJU2dOhX+JkopABBCIGJV19bX1LkA8ZNJ40uKCwkhIDRCKQWh6bQmu8EBiB+rUeudHKCI4vUEKkqbg/4QIB6EQEFRWlaeAiLWm2++GRUV9dRTT926deudd95JS0vbunWrRCK5ePGi1+uVSqUTJ07s6enp6OgAAIZhMjIyzGZzIBB47rnnJBIJRKbq2vqaOhcgfjJpfElxISEEhEYopSA0ndZkNzgA8WM1ar2TAxRRvJ5ARWlz0B8CxIMQKChKy8pTQGS6ffv2K6+8snHjRpZlX3vttfz8fK/XO3fu3KGhoStXrnR1dbnd7pdffvn06dMHDhxYuXJldHT0okWLGhsbP/jgg5dfflmtVkNkqq6tr6lzAeInk8aXFBcSQkBohFIKQtNpTXaDAxA/VqPWOzlAEcXrCVSUNgf9IUA8CIGCorSsPAVEJqfTaTAYfvGLX1y8ePGPf/zjiy++OH36dEppMBiMiopqbW39xS9+sWPHjq6uLrfb/corr8TExACAx+N5/vnntVptbm4uRKbq2vqaOhcgfjJpfElxISEEhEYopSA0ndZkNzgA8WM1ar2TAxRRvJ5ARWlz0B8CxIMQKChKy8pTQGSqrKzcvXv322+/3dnZ+atf/aq7uzsvL2/t2rUTJkyglNrt9j179rz00kunT5/ev3//rFmzlErlk08+SSn91re+9eSTTz722GOEEIhA1bX1NXUuQPxk0viS4kJCCAiNUEpBaDqtyW5wAOLHatR6Jwcoong9gYrS5qA/BIgHIVBQlJaVp4DIdPDgwffee89oNALAwMBAZ2fnq6++Onny5J/97GcnTpx4++23t27dumjRIp/Pd//+/UuXLr3xxhuFhYVLly797ne/u2LFivXr1xNCIAJV19bX1LkA8ZNJ40uKCwkhIDRCKQWh6bQmu8EBiB+rUeudHKCI4vUEKkqbg/4QIB6EQEFRWlaeAiLTkSNHKioqfve73128eFEmkymVyt/85jdSqXTVqlV/+MMfHn300eXLl0dFRZ05c2b8+PG3bt167bXXtmzZsmjRoh07djzzzDOPPPIIRKbq2vqaOhcgfjJpfElxISEEhEYopSA0ndZkNzgA8WM1ar2TAxRRvJ5ARWlz0B8CxIMQKChKy8pTQGRyuVy///3vtVptUlLSG2+8cefOnalTp27cuLG2tvbUqVNxcXEikSg3NzcjI+PAgQP37t1LT09ft27dvXv3SkpKfvKTn8ycORMiU3VtfU2dCxA/mTS+pLiQEAJCI5RSEJpOa7IbHID4sRq13skBiiheT6CitDnoDwHiQQgUFKVl5SkgMt27d+/ll19+7IGjR4+6XK4f/ehH8Pd88sknBw4cePnll1UqFUSm6tr6mjoXIH4yaXxJcSEhBIRGKKUgNJ3WZDc4APFjNWq9kwMUUbyeQEVpc9AfAsSDECgoSsvKU0DE2r9/fyAQePzxxwEgEAjExsbC32O1WiUSyerVqwkhEJmqa+tr6lyA+Mmk8SXFhYQQEBqhlILQdFqT3eAAxI/VqPVODlBE8XoCFaXNQX8IEA9CoKAoLStPASiiVNfW19S5APGTSeNLigsJISA0QikFoem0JrvBAYgfq1HrnRygiOIbDFa/1x4KhgDxIZCzYLRqkgy+tBu3bp9oOA2In4gRLVswVxofB19adW19TZ0LED+ZNL6kuJAQAkIjlFIQmk5rshscgPixGrXeyQFCiMfhqhPrd/wAED+JRFy//71JE1j40qpr62vqXID4yaTxJcWFhBAQGqGUgtB0WpPd4ADEj9Wo9U4OEEI8HNUnN3zz3wDxE4tFdXbLpAksfGnVtfU1dS5A/GTS+JLiQkIICI1QSkFoOq3JbnAA4sdq1HonBwghHre6e+pOuwHxI4Qsnjs7Pi4WvrRjnzuPn2gAxC9BJv3e80WEEBAaoZSC0HRak93gAMSP1aj1Tg4QQigMvPvaR++9vhcQP6VK/nbjfzEiBoRGKKUgNJ3WZDc4APFjNWq9kwOEEAoD5jKrhbMB4qdUyY3uckbEgNAIpRSEptOa7AYHIH6sRq13coAQQmHAXGa1cDZA/JQqudFdzogYEBqhlILQdFqT3eAAxI/VqPVODhBCKAyYy6wWzgaIn1IlN7rLGREDQiOUUhCaTmuyGxyA+LEatd7JAUIIhQFzmdXC2QDxU6rkRnc5I2JAaIRSCkLTaU12gwMQP1aj1js5QAihMGAus1o4GyB+SpXc6C5nRAwIjVBKQWg6rclucADix2rUeicHCCEUBsxlVgtnA8RPqZIb3eWMiAGhEUopCE2nNdkNDkD8WI1a7+QAIYTCgLnMauFsgPgpVXKju5wRMSA0QikFoem0JrvBAYgfq1HrnRwghFAYMJdZLZwNED+lSm50lzMiBoRGKKUgNJ3WZDc4APFjNWq9kwOEEAoD5jKrhbMB4qdUyY3uckbEgNAIpRSEptOa7AYHIH6sRq13coAQQmHAXGa1cDZA/JQqudFdzogYEBqhlILQdFqT3eAAxI/VqPVODhBCKAyYy6wWzgaIn1IlN7rLGREDQiOUUhCaTmuyGxyA+LEatd7JAUIIhQFzmdXC2QDxU6rkRnc5I2JAaIRSCkLTaU12gwMQP1aj1js5QAihMGAus1o4GyB+SpXc6C5nRAwIjVBKQWg6rclucADix2rUeicHCCEUBsxlVgtnA8RPqZIb3eWMiAGhEUopCE2nNdkNDkD8WI1a7+QAIYTCgLnMauFsgPgpVXKju5wRMSA0QikFoem0JrvBAYgfq1HrnRwghFAYMJdZLZwNED+lSm50lzMiBoRGKKUgNJ3WZDc4YKRIR8UnKmRd1+4E/AGIEKxGrXdygBBCYcBcZrVwNkD8lCq50V3OiBgQGqGUgtB0WpPd4ICRsuTJ+SuLC7jn/nC7oxsIECDwAKUU/jeEAAABAEopPEAIABAAoJQCACEEAChQoDDcWI1a7+QAIYTCgLnMauFsgPgpVXKju5wRMSA0QikFoem0JrvBAcNPEiXZ8tLaxZvyE+SyQ6ajfyrd/ewrT+Wvmg0AwWDwl4VvdFy4Dg+Mz04t/OkGVqP23PG88/MPztW1amZnbP7h6tRJqu4bPf/zyddnLM7Z8L1VCQrZOWfrrtf23O7ohuHEatR6JwcIIRQGzGVWC2cDxE+pkhvd5YyIAaERSikITac12Q0OGH5pU9jfOF6pO9zYfb1HnTH21cL/eulP38nITTv6wQmvx3vkvc/77njggU0/WDV94ZTOSzcfKVxUs6/uje/uLLP9JHXS2Mrd1bHSmHdeee+F15+llCYlj5q5ZOr/2MQ1HnXDcGI1ar2TA4QQCgPmMquFswHip1TJje5yRsSA0AilFISm05rsBgcMv4lT2dcOlF5qumJ9w36ro7u99fpLf/rOvMdn3e3qu3K23fTz99rOdcIDSWMSWU3q+Gz1ky+u/Vh/uPZAw3/YX/50d3XdocZgIHjpTFtsfMzQoO+RrQuf++XWV558vamqBYYTq1HrnRwghFAYMJdZLZwNED+lSm50lzMiBoRGKKUgNJ3WZDc4YPiJJeJVOx5Z8ewSpUreUHm6/Lt/0jyUMV6jHpelWla46JM/fWr4iRkeUKen/PxD7dgJY7z37r/5s3e7O3t+WvE9kUgUFRvl6b5X/t2dzoOuMeOU//bHbw16B8u/81bv7T4YTqxGrXdygBBCYcBcZrVwNkD8lCq50V3OiBgQGqGUgtB0WpPd4IDhl6CQjVImDA4MPvGtR5cXLfndD/50ubmt+0bvmHGKX1i1zZ+f+83zenhgXKY6KkYSlxD7/d895+nu3/vHgy+8/qz9Tcel5rYX/vOZ4zan492qF35TfK/n3s6f7eq6dhuGGatR650cIIRQGDCXWS2cDRA/pUpudJczIgaERiilIDSd1mQ3OGD4Pbx6zlMvrbvYeFmVnjJ2QvIrm/9zy4/XBoOhmNjo3MVTDC+ZnQddK4qXNh5tXvHM0tGpirtdvbMKpl1ovPzHF42/+OilgT7vnes90xZMtv3uwOS5WVPys059euZuV+/l5rbD5mM0RGHYsBq13skBQgiFAXOZ1cLZAPFTquRGdzkjYkBohFIKQtNpTXaDA4bf6FTF89wz0xdOPld34diHJ45+UDNjydTHiwtEUaLTR5sPv1s1XpP6450vWH5tu3a+c/Xzy0eNTrjb1ffhG/ZrX3TMLJi+ascysUT8Rd2Fo+/XrPvOytTMsfCA++T53a/toSEKw4bVqPVODhBCKAyYy6wWzgaIn1IlN7rLGREDQiOUUhCaTmuyGxwwInLyNd/69dPalb+8f+8+/JVHChc+tn3Za8/+9632OxBOWI1a7+QAIYTCgLnMauFsgPgpVXKju5wRMSA0QikFoem0JrvBASNCLBHHymLu3e0HCv+XqJio1d965M71u8c+PAFhhtWo9U4OEEIoDJjLrBbOBoifUiU3ussZEQNCI5RSEJpOa7IbHID4sRq13skBQgiFAXOZ1cLZAPFTquRGdzkjYkBohFIKQtNpTXaDAxA/VqPWOzlACKEwYC6zWjgbIH5KldzoLmdEDAiNUEpBaDqtyW5wAOLHatR6JwcIIRQGzGVWC2cDxE+pkhvd5YyIAaERSikITac12Q0OQPxYjVrv5AAhhMKAucxq4WyA+ClVcqO7nBExIDRCKQWh6bQmu8EBiB+rUeudHCCEUBgwl1ktnA1GiiRa8kzp5oPGzzov3oAIoVTJje5yRsSA0AilFISm05rsBgcgfqxGrXdygBBCYcBcZrVwNhgRirFJ2XMmffO1py2/th02H0sZP2bCVJYQAgBtZ9vbW6/DX8TJYrNmpzMM4z7xxdB9nzhKnD4tbdTohAuuyz1dvZJoyeS8TGlS/ECf94Lr8oDHC8NJqZIb3eWMiAGhEUopCE2nNdkNDkD8WI1a7+QAIYTCgLnMauFsMPxEYtEP/vDN/FWzKaW9tz3fmf/TNd9ese2nG/y+QCgU2vXanr1/OEgpBQDpqPhnXtm8cN3c3tuef1/72u3r3etKHlv9zeUx0pjfPq9vqGxa8eySwp9uiImLDvgD73H7Pn7zcCgYgmGjVMmN7nJGxIDQCKUUhKbTmuwGByB+rEatd3KAEEJhwFxmtXA2GH6SaMlbjb+5cbnL8JJ58txJjnerN/9w9aodyz7505G2Lzqbqlr67njggUSl7IlvLs9/YrZILPr3ta/dud6z/jsrcx7OzpqV/l8vGC42XdW+VRIKhX7/b2//+M0XxFHiHy//+dB9HwwbpUpudJczIgaERiilIDSd1mQ3OADxYzVqvZMDhBAKA+Yyq4WzwfATSUTanS/kLs75ov5i7YGGI+99vrxoydafrBdLRISQg+989vb/sFBK4S9e/eilMazy39e+druzGwCe/NGa1c8vf6PkzZba89994xs5+ZrLZ9omTGX9Q/6S/J8Oeodg2ChVcqO7nBExIDRCKQWh6bQmu8EBiB+rUeudHCCEUBgwl1ktnA1GhDQx/uG1cxasn5s5c+LOn7575L3jIrFYMTbpJ+98Byj8W8EroVAI/uLVj14awyr/fe1rtzu7AeDJH61Z/fzyN0rerHeczpqVXrBlQUxcdObsdAD4weLSQe8QDBulSm50lzMiBoRGKKUgNJ3WZDc4APFjNWq9kwOEEAoD5jKrhbPB8BNLxE++uKZmX924LHXJb5/dv7PyVkd3z4273Tfuvvjmt72e+y+t/GWMNCYUCPoG/fGJcT8zfV+ZKv+PbeXtF69Hx0Rt+P6qFc8uMWgrag+eSmFH+32BZHb09/77uZaT58u/u9PvC8CwUarkRnc5I2JAaIRSCkLTaU12gwMQP1aj1js5QAihMGAus1o4Gww/SbTkd9VlKWljAOiNK7d++239pBkTn/7ZxriE2O6bdy2/tn26+/irtpcuuK4cNB75jeN/ypNHAYHe2543St7c8L3Hp+RrRAwT8Acsr+8NBUKbf7iaYUjbuY4/vmhsdV2G4aRUyY3uckbEgNAIpRSEptOa7AYHIH6sRq13coAQQmHAXGa1cDYYfoSQGUtytv98y6nPznz23ufXzndGRUvSp0+IiYvqve3paL0ePyrulfdfrP6odv9bldkPZYgkYgAI+oNXz7anjB8dPyoe/ozevHLL7w+q01OA0tsd3Teu3goFQzCclCq50V3OiBgQGqGUgtB0WpPd4ADEj9Wo9U4OEEIoDJjLrBbOBiMiQS599OnFjcfcl5quwl9ZvDF/1Tcf+eW2N3pv9UE4UarkRnc5I2JAaIRSCkLTaU12gwMQP1aj1js5QAihMGAus1o4G4QBhUouHRXXdrYDwoxSJTe6yxkRA0IjlFIQmk5rshscgPixGrXeyQFCCIUBc5nVwtkA8VOq5EZ3OSNiQGiEUgpC02lNdoMDED9Wo9Y7OUAIoTBgLrNaOBsgfkqV3OguZ0QMCI1QSkFoOq3JbnAA4sdq1HonBwghFAbMZVYLZwPET6mSG93ljIgBoRFKKQhNpzXZDQ5A/FiNWu/kACGEwoC5zGrhbID4KVVyo7ucETEgNEIpBaHptCa7wQGIH6tR650cIIRQGDCXWS2cDRA/pUpudJczIgaERiilIDSd1mQ3OADxYzVqvZMDhBAKA+Yyq4WzAeKnVMmN7nJGxIDQCKUUhKbTmuwGByB+rEatd3KAEEJhwFxmtXA2QPyUKrnRXc6IGBAaoZSC0HRak93gAMSP1aj1Tg4QQigMmMusFs4GiJ9SJTe6yxkRA0IjlFIQmk5rshscgPixGrXeyQFCCIUBc5nVwtkA8VOq5EZ3OSNiQGiEUgpC02lNdoMDED9Wo9Y7OUAIoTBgLrNaOBsgfkqV3OguZ0QMCI1QSkFoOq3JbnAA4sdq1HonBwghFAbMZVYLZwPET6mSG93ljIgBoRFKKQhNpzXZDQ5A/FiNWu/kACGEwoC5zGrhbID4KVVyo7ucETEgNEIpBaHptCa7wQGIH6tR650cIIRQGDCXWS2cDRA/pUpudJczIgaERiilIDSd1mQ3OADxYzVqvZMDhBAKA+Yyq4WzAeKnVMmN7nJGxIDQCKUUhKbTmuwGByB+rEatd3KAEEJhwFxmtXA2QPyUKrnRXc6IGBAaoZSC0HRak93gAMSP1aj1Tg4QQigMmMusFs4GiJ9SJTe6yxkRA0IjlFIQmk5rshscgPixGrXeyQFCCIUBc5nVwtkA8VOq5EZ3OSNiQGiEUgpC02lNdoMDED9Wo9Y7OUAIoTBgLrNaOBsgfkqV3OguZ0QMCI1QSkFoOq3JbnAA4sdq1HonBwghFAbMZVYLZwPET6mSG93ljIgBoRFKKQhNpzXZDQ5A/FiNWu/kACGEwoC5zGrhbID4KVVyo7ucETEgNEIpBaHptCa7wQGIH6tR650cIIRQGDCXWS2cDRA4ofauAAATBklEQVQ/pUpudJczIgaERiilIDSd1mQ3OADxYzVqvZMDhBAKA+Yyq4WzAeKnVMmN7nJGxIDQCKUUhKbTmuwGByB+rEatd3KAEEJhwFxmtXA2QPyUKrnRXc6IGBAaoZSC0HRak93gAMSP1aj1Tg4QQigMmMusFs4GiJ9SJTe6yxkRA0IjlFIQmk5rshscgPixGrXeyQFCCIUBc5nVwtkA8VOq5EZ3OSNiQGiEUgpC02lNdoMDED9Wo9Y7OUAIoTBgLrNaOBsgfkqV3OguZ0QMCI1QSkFoOq3JbnAA4sdq1HonBwghFAbMZVYLZwPET6mSG93ljIgBoRFKKQhNpzXZDQ5A/FiNWu/kACGEwoC5zGrhbID4KVVyo7ucETEgNEIpBaHptCa7wQGIH6tR650cIIRQGDCXWS2cDRA/pUpudJczIgaERiilIDSd1mQ3OADxYzVqvZMDhBAKA+Yyq4WzAeKnVMmN7nJGxIDQCKUU/mGhUOjOnTuhUAj+pqtn229evQWIX6w0dvrCyfD3UEoJIYCGXygUYhgG0IiglBJCAI0ISikhBP6mjtbrHRdvAOIXFRM1c8lUIPA3REVFyeVy+CcRSin8wwKBQE9Pz+jRowENv/7+fkqpTCYDNPxu3749atQoiUQCaPh1dXUlJycDGn7BYLC7u3vMmDGARgQhBP5JhFIK/7BAIHD37t3Ro0cDGn79/f2UUplMBmj43blzJzExUSKRABp+XV1dycnJgIZfMBjs6ekZPXo0oHBFKKXwD6OU+ny+6OhoQMMvEAgAgFgsBjT8fD6fWCxmGAbQ8BscHIyJiQE0/CilPp8vOjoaULgilFJACCGE0FeBUEoBIYSQEPr7+6VSKTwwMDAQFxdHCAGE+BFKKSCEEBLCrl27165dU1FhXrNm9cDAQH//wIwZuYAQP0IpBYQQQl+a3+//8EPrhg3ra2trx48fn5aWtnu3ZevWLYAQP0IphX8Bg4ODABATEwNomFFKvV5vTEyMSCQChL4uBgYGoqOjxWIx8Ovp6amqql63bu3x45+PG5ealpZmMlU880wRoH9eMBj0er1SqZQQAl9rhFIKXxednZ0XL15ctGgRAFy7du3s2bOU0szMzPT09OPHj4dCoVmzZjU0NAQCgdzcXEppQ0MDAKSlpWk0GkIIIB4dHR3Nzc0AkJqaOmXKFIZhgN/9+/c/+uijhQsXdnd3Z2RkyGQyQDyCweCZM2du3rwZFRX10EMPJSQkwDDr6+u7fv16dnY2IB5Xr149d+4cISQzM3PixIk9PT137tzJzMzcvXv33LlzJ06cCPwCgYDF8t4TT6x65x3jmDFjtmx5ateu3U8/vQ3Q/0soFGpsbJRKpZmZmYSQO3funD592u/3p6SkzJgxo6urq7Kycv369c3NzXfv3p08eTLLsh0dHS0tLdHR0fn5+VFRUfC1QCil8LXQ19f30UcfXbp06Ze//OXt27ctFsuCBQsYhjl27NjatWv7+/uHhoZkMtmNGzeCwWBXV1dmZuapU6cWLVokl8uVSiUhBBCPqqqqjo6OvLy8hISE2NjYqKgosVjs9XpjY2MHBgb8fj+lVKlUUkp7e3v7+/s/++yzgoKCwcFBlUoVCoV8Pl8gEFAoFGKxuKenx+/3MwwTHx8/MDBAKVUqlQzDwL8kn89XUVGRkZHh9Xp9Pt+aNWs8Hs/g4GBcXJxMJvN6vUNDQ36/XyaTSSSS3t7eYDAYGxvLMIxIJIqNjfV4PBKJxO/3Dw4Oih7w+XyJiYnR0dGDg4Mej0csFstkssEHCCGJiYnnz58/ceLEpk2bZDKZx+MJBoMJCQnR0dGAHrh27drevXsffvhhkUh09OjRDRs2dHV1NTc3r1u3zm63T506Va1WJyYmRkVF3bt3z+v1xsTEJCQk3L9/f3BwEACSkpIslve2bt0CDzQ1nRGJRDk5UwD9v5w8edLlciUnJ69fv97n87399tvTp09PTk4+cuTIzJkzJ06cePr06RkzZrhcroSEhNOnTz/66KMHDx6cP39+YmJiamqqSCSCrwVCKYWvhUOHDkkkktOnT//whz88cuRIMBhcvnw5ANjt9vj4+KVLl8JfNDY2ut3u7OzsysrKadOmzZo1KyUlBRC/qqqqU6dOZWZm5uTkOJ3OzMzMlJSUw4cPP/rooxaLRS6X37p1a8uWLX6/f//+/UlJSe3t7Vu2bDlx4sS8efM+++yzQCAwMDCwdOlSlUr1/vvvx8fHd3R0zJ8//+zZsykpKWvXro2OjoZ/ST6fb9euXQsXLuzr6zt37tyyZcsqKytFIpHf71+7dm1lZeWdO3dEIpFMJlu2bFlNTc3t27d9Pt+ECRMCgcCiRYt27949a9asY8eOJSYm3rhxY8yYMYFAYPLkyQsWLHA4HD09PT6fLycnp7a2NjExsbu7e9myZW1tbXV1dYsXL05PTz9w4MCYMWPmz5+vVqsBPXDs2LHBwcEVK1YAwKFDh3w+3+DgYEtLy5IlS86dO8c8kJ6enpube/jw4VAoNDg4uH79+s8//7y1tXXKlCmPPPKISCQC9A9raGhoa2tbt25de3t7ZWVlUVFRVFTU2bNna2tri4qKxGIxPNDV1fXhhx/OmDHj2LFjU6dOHT169OzZsyUSCXwtEEopRL6rV68eOXIkLy9v3759L7zwwvHjxxMSEhYvXgwAlZWVhJBly5bBAwMDA3v27MnLy0tNTb1582ZHR8f58+efffZZiUQCiEdVVdX169fz8vIUCsWhQ4cyMzNTUlIOHz786KOP7tu3b9u2bY2NjX6/f2BgIDExcfbs2bt37y4oKDhx4sS8efOqq6uXLFly79698+fPp6enNzU15eTktLS0zJw588SJEwsXLszIyJBIJPAvyefzvfXWWx6PJyYmZtWqVdevX6+srExJSfF6vRs3bmxsbBw3blx6errFYlm3bl11dXVnZ6fH49m6deuxY8fmzZvX3Nycl5dXVVW1devWjz76aPLkyampqYcOHVqzZs2vfvWr5ORkn8+XkZFx586dDRs2tLS0+P3+9PT0mpqabdu23bhxw2q1Lly4MDMzMzY2FtADhw8fjoqKWrJkCQB89tlnfr+fZdnm5ubNmzdXVFTMmTMnKiqqrq4uKyvLYrGwLNvX17d58+bW1laZTLZw4UJA/6SGhoa2trZ169Y1NTWdPXt2y5YtDMNcv37dbrc/++yz0dHRAODz+Q4fPqxUKgOBQHt7+8yZMw8fPvzEE09MnDgRvhYIpRQiX2dnZ21tbX9/f1NT08aNGyUSSUNDw7PPPuv3+3fv3r1w4cLJkycDwN27dw8ePKjRaGbOnAkPXL169ZNPPnnuueeioqIA8aiqqhoaGnr00UdDoZDVah0/frxSqTx48OD69es/+eSTZ555pr6+fmBgIBAIMAyTn5//9ttvP/HEEydOnJg3b15NTc3y5ct7enrcbndmZuaxY8dSUlLmzZvHsmxvb6/RaFy+fHl2djb8S/L5fLt27Zo/f/7Zs2cTExOjo6OvX7++ceNGeODDDz9MTk7Ozs5+//3358+fX1dX99hjj+3du/fpp5/eu3evWCyeMmWKQqGoqanZvHnznj17pk+fnpKSYrPZ1q9f/8477xQWFiqVyr6+PpvNtnr16nPnznm93oyMjKNHj27fvh0AKKW7du0aP378ggULAD1QV1d36tSpb3/72/fv3zeZTIsXL6aUulyuwsLCXbt2zZs3j2GY2tra7OzsxsbGwsJCiUQCAJ988sno0aMfeughQP+khoaGtra2devW3bx502w2b9++ffTo0R988IFcLl+2bBkA3L9/3+FwSKXSgoKCpqamlpaWVatWGY3GdevWjRs3Dr4WCKUUvi76+/utVuszzzwTDAYPHz586dKlUCjU29u7dOnS/Px8kUhUVVV19OhRpVI5atSo5OTkCxcuiESi+fPn5+TkEEIA8WhoaPD5fPn5+QDwxRdfOByOmJiYhISEpUuXHj9+fM2aNW63+/79+5MmTXrvvffEYrFcLs/Pz29sbMzNzW1sbJw/f35fX9+FCxfkcvmnn36akJAgFosnTZp0/vx5ANi6dWtiYiL8S/L7/fv37589e7ZIJKqsrNy0adOHH37Y39+fkJCwbt26Q4cOtbe3SySSGTNmZGVl7dmzx+fziUSiZ555prm5+ciRIzt27PD7/Y2NjStWrKisrNRoNEql8tNPP129evXnn3/e1NTEMMy8efOuXbu2ZMmSy5cvDw4Ozpw58+23305JSZk+ffrBgwfFYnFBQUFGRgagBwYHBx0OR3t7OyFkypQp8+fPDwQCb7311vjx4/1+/5w5cwghZ86cWbBgwSeffHLr1i2JRFJcXFxbWyuXy3NycgD9M06ePHnixInBwcG5c+cuWbKktrbW5XIRQrq6unJzc1esWBEXF3fhwgWz2axQKCQSyRNPPPHpp5/29fWxLLtq1aqoqCj4WiCUUvhaGxgYOHny5Lx58+Lj4wF9paqrq1taWpKTk7u6ujZt2qRUKgHx27dv34QJE6ZNmwZ/5fPPP+/q6tqwYQMg9LXj9/udTif7APwLIJRSQGhEDA0NdXd3B4PB2NhYpVIJ6G/yeDxRUVExMTHwVzweD8MwUqkUEEIRjlBKASGEEEJfBUIpBYQQQgh9FQilFCIWpRQACCHw99y9e/fTTz/Nzs7OycmBv2htbY2Ojh4/fjwghBAafpRSACCEwN9z//79o0ePSqXShQsXwl/cvHnzzp07OTk58DVCKKUQgQKBwK5du+7cuRMTE7N06dLs7Gz4KwMDA4cPH16yZElSUlJVVdXg4OD8+fOlUin8hcPhkMlkYrE4Li5uypQpgBBCaHhQSh0Ox+nTp2NiYh566KG5c+cyDAP/p2AwWFlZOXnyZJZlOzo6jh07tmrVqlGjRsFfuN3u1tbWadOm3bx58+GHH4avBUIphQjk9/vffffdBQsW9Pf3Nzc3FxYW1tTUXLt2LTU1deHChY2NjdevX799+/aFCxemTJmSm5t74MABiUTy1FNPdXV1nT17NikpqaCg4NixYzKZLCkpKTY2duzYsfv37x8aGpoxY4ZGowGEEELCoZR+/PHHY8aMSU1N3bdv33PPPXfx4sUzZ87Ex8evWrXq2rVr586d6+7uvnjxokqlmj9/fn19fXt7+7p166RSaX19PQCsXLny6tWrra2tc+fO7enpmTx58rFjx27evDlhwoR58+ZBxCKUUohAfr/faDSmp6cPDAwEg0GWZS9evLhkyZL9+/fn5uaePXtWJpNNmzbt4MGDjzzyiEqlOnDggFKpZFm2qqpq+fLlJ0+eTEpKCgaDMpmsr68vKSnpxo0bCoUiLS3NZrNt2rRp7NixgBBCSCCU0n379gWDQYVCcfny5UWLFh09evTxxx9vaGgQi8VxcXHnzp177LHHqqqqcnJyNBrN6dOn29raFi1aZLfbly1b1tHR0dnZOW3atNbW1vT09CtXrqSkpHR0dCxYsODjjz9++OGHs7OzITIRSilEIL/f/9ZbbyUkJIwfPz43N7e+vl6pVE6dOvXYsWOEkFu3bk2ZMmXcuHEfffTRqlWrlErlgQMHUlJSpFLp1atXly9ffvr06ba2ttjYWJlM1tfXl5SU1NTUVFRUxDCM1WrNz89PS0sDhBBCAqGU7t2799atW5MmTZo2bdqtW7daW1ufeOKJtrY2p9M5bty4oaGhRYsW7d27d8aMGenp6WfOnLl69WpeXt6hQ4c2bdrk9XptNtu8efNaW1vT09OvXLnCMMy4ceNyc3MrKysVCsWsWbMgMhFKKUQgv9//7rvvLliwICMjAwC++OKLkydP5uXlnTx5ctGiRY2NjVOmTElLS3v//fenTJkyderUzz77LCUlRa1Wf/zxx3PmzGlpadFoNN3d3TKZrK+vLykpyePx9Pf3p6WlNTQ0bNiwQS6XA0IIIYFQSj/++OMxY8bMmzcPAG7evLlv3778/PyzZ8+OHz8+EAgMDQ0tXrz4448/TkhImDVr1rVr165evbpkyZL3339/6tSpXV1dEolk3Lhxra2t6enpV65cmTBhQmNj4+zZs51O57Jly8aPHw+RiVBKIQKFQqHW1taxY8cmJibCAy6Xq6enR61WZ2dnX7p0SS6XJyUlXblypb29fdq0aX19fXFxcaNHjz5//nx7e7tcLp82bdqNGzeioqKGhoaio6MVCsXx48cppdnZ2WPHjgWEEEKCunr1amxsbHJyMjxw4cKFa9euSaXShx56qKurKxQKqdXqrq6u8+fPZ2RkREdH37t3Ly0trbOz8/z581FRUQ899NDAwEBvb29iYqLH40lLS2toaOjr62NZNjMzEyIWoZQCQgghhL4KhFIKCCGEEPoqEEopIIQQQuirQCilgBBCCKGvAqGUAkIIIYS+CoRSCgghhBD6KhBKKSCEEELoq0AopYAQQgihrwKhlAJCCCGEvgqEUgoIIYQQ+ioQSikghBBC6KtAKKWAEEIIoa/C/wfGKN4XDBhGcwAAAABJRU5ErkJggg==" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A bar chart titled 'Fully Extended Loan Maturities' displays the amount of loans maturing in millions of dollars from 2026 to 2031. The y-axis represents values in millions of dollars, ranging from $0 to $2,500. Each year on the x-axis corresponds to a vertical bar with its specific value labeled on top.\n\n| Year | Value ($ in Millions) |\n| --- | --- |\n| 2026 | $1,430 |\n| 2027 | $2,078 |\n| 2028 | $420 |\n| 2029 | $24 |\n| 2030 | $854 |\n| 2031 | $312 |" }, "classification": { "predictions": [ { "confidence": 0.9927312731742859, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.006965860724449158, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 8.351856376975775e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 5.693342609447427e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 5.481257903738879e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 4.822164191864431e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.6071988284238614e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 1.3508837582776323e-05, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 1.3248677532828879e-05, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 5.441012035589665e-06, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 4.045090463478118e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 1.5215091480058618e-06, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 1.4830069403615198e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 8.498999477524194e-07, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 8.452135489278589e-07, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 6.144035182842345e-07, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 4.481541679979273e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 3.079246368997701e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 2.649906036822358e-07, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.7423845122266357e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 1.7341852753816056e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.2709998031823488e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.1362592999830667e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.0490235524684977e-07, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 1.0129970462458004e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 4.380920515245634e-08, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" } ] }, "quber__figure_job_id": "parse-01m2140c2zgx9rebr45m80rab3", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-0", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [], "quber__footnotes": [ { "marker": "", "text": "Based on current principal amount. Excludes real estate owned and equity method investments" } ] }, "label": "picture", "prov": [ { "page_no": 25, "bbox": { "l": 43.00705337524414, "t": 431.42357635498047, "r": 683.8237915039062, "b": 101.2442626953125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 641.0, "height": 330.0 }, "uri": 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" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This figure presents two pie charts side-by-side. The left chart, titled 'Investment Type', displays a single data point representing 'Senior Loans' at 100%. The right chart, titled 'Interest Rate Type', displays two data points: 'Floating' at 99% and 'Fixed' at 1%. Both charts use a solid purple color scheme.\n\n| Investment Type | Percentage |\n| --- | --- |\n| Senior Loans | 100% |\n\n| Interest Rate Type | Percentage |\n| --- | --- |\n| Floating | 99% |\n| Fixed | 1% |" }, "classification": { "predictions": [ { "confidence": 0.8243346810340881, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.11746711283922195, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.022752227261662483, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.019042517989873886, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.004037023521959782, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.003264796454459429, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.002774510532617569, "created_by": "DocumentPictureClassifier", 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" }, "annotations": [] }, { "self_ref": "#/pictures/42", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents a main pie chart titled 'Property Type' showing the breakdown of various property categories, along with two smaller sub-charts for 'Office' and 'Multifamily' properties, and a LEED certification indicator. The main chart shows: Multifamily (41%), Industrial (22%), Office (18%), Life Science (14%), Hospitality (3%), and Other (2%). Below this, there is a LEED logo labeled '100%'. To the left, the 'Office' sub-chart shows: Class-A (87%) and Class-B (13%). To the right, the 'Multifamily' sub-chart shows: Class-A (81%) and Class-B (19%).\n\n| Property Type | Percentage |\n| --- | --- |\n| Multifamily | 41% |\n| Industrial | 22% |\n| Office | 18% |\n| Life Science | 14% |\n| Hospitality | 3% |\n| Other | 2% |\n\n| Office Breakdown | Percentage |\n| --- | --- |\n| Class-A | 87% |\n| Class-B | 13% |\n\n| Multifamily Breakdown | Percentage |\n| --- | --- |\n| Class-A | 81% |\n| Class-B | 19% |" }, "classification": { "predictions": [ { "confidence": 0.8243346810340881, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.11746711283922195, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.022752227261662483, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.019042517989873886, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.004037023521959782, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.003264796454459429, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.002774510532617569, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.0017873449251055717, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0016212156042456627, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 0.000685323728248477, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.0005708177923224866, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.0003172819269821048, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 0.0003111464611720294, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 0.0003017235139850527, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.0002714091679081321, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.00014243481564335525, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 0.00012290282757021487, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 7.26686412235722e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 4.0885977796278894e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 3.3633041311986744e-05, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 2.1203275537118316e-05, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.3186422620492522e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 4.706609161075903e-06, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 3.9980063775146846e-06, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 3.836984433291946e-06, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.3933423588241567e-06, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" } ] }, "quber__figure_job_id": "parse-01m213zgwqp763jx1dzrsr7x8v", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-2", "quber__read_by": [ { "reader": "ade", "produced": [] } ], "quber__footnote_marks": [ { "marker": "(1)", "kind": "footnote", "label": "Life Science" }, { "marker": "(2)", "kind": "footnote", "label": "Other" }, { "marker": "(3)", "kind": "footnote", "label": "Office" } ], "quber__footnotes": [ { "marker": "(1)", "text": "KREF classifies a loan as life science if more than 50% of the gross leasable area is leased to, or will be converted to, life science-related space" }, { "marker": "(2)", "text": "\"Other\" property types include: 2% Student Housing and <1% Mixed Use" }, { "marker": "(3)", "text": "Office property certification % is based on current principal loan balance; see description for LEED certification in the Appendix" } ] }, "label": "picture", "prov": [ { "page_no": 7, "bbox": { "l": 371.65680000000003, "t": 319.626, "r": 677.8512, "b": 98.83079999999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 307.0, "height": 222.0 }, "uri": 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" 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The United Kingdom is colored in a dark purple and labeled with '6%'. A group of Western European countries, including France, Spain, Portugal, Belgium, and the Netherlands, are colored in a lighter purple/pink shade. Below the map, there is a legend entry 'Other Europe <4%: 1%'.\n\n| Region | Value |\n| --- | --- |\n| United Kingdom | 6% |\n| Other Europe (highlighted region) | 1% |" }, "classification": { "predictions": [ { "confidence": 0.8243346810340881, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.11746711283922195, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.022752227261662483, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.019042517989873886, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.004037023521959782, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.003264796454459429, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.002774510532617569, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { 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" }, "annotations": [] }, { "self_ref": "#/pictures/44", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents two stacked bar charts titled \"Risk Rating Distribution,\" showing the distribution of loan counts across five risk ratings (1 through 5). Each chart displays the percentage of total loans at each rating level above the corresponding bar, with the loan count enclosed in a circle above the bars.\n\nBelow the top chart, the text \"Weighted Average Risk Rating(2): 3.2\" is displayed. Below the bottom chart, the text \"Weighted Average Risk Rating(2): 3.3\" is displayed.\n\n| | Rating 1 | Rating 2 | Rating 3 | Rating 4 | Rating 5 |\n| --- | --- | --- | --- | --- | --- |\n| Top Chart (Gray bars) | 0% (Count: 0) | 5% (Count: 2) | 82% (Count: 46) | 2% (Count: 1) | 11% (Count: 4) |\n| Bottom Chart (Purple bars) | 0% (Count: 0) | 6% (Count: 2) | 74% (Count: 41) | 6% (Count: 4) | 14% (Count: 4) |" }, "classification": { "predictions": [ { "confidence": 0.9984074234962463, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0006277213105931878, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.0005252496339380741, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00014969983021728694, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 5.69043550058268e-05, "created_by": "DocumentPictureClassifier", "class_name": 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" }, "annotations": [] }, { "self_ref": "#/pictures/45", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure is a comparative diagram displaying two groups of office and multifamily assets, categorized by a risk rating of 4. The diagram is split into two main sections: a left column with a total principal of $91 million containing one item, and a right column with a total principal of $284 million containing four items. The left column features a single light blue rectangular box labeled 'Chicago Office'. The right column features four purple rectangular boxes stacked vertically, labeled 'Chicago Office', 'Philadelphia Office', 'Georgetown Multifamily', and 'Carrollton Multifamily'. The bottom three items in the right column (Philadelphia Office, Georgetown Multifamily, and Carrollton Multifamily) are each annotated with a bracket to the left, labeled 'downgraded from risk-rated 3 to risk-rated 4'." }, "classification": { "predictions": [ { "confidence": 0.417793333530426, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.4092848598957062, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.14925256371498108, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.015701958909630775, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0029224641621112823, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.0011788862757384777, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00110545102506876, "created_by": 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Distributable loss (2) of ($0.06) per diluted share (includes a realized loss of ($0.27) per diluted share) \u2022 Book Value per Share ('BVPS') of $11.87 per share (includes a CECL allowance of ($4.03) per share as of March 31, 2026, representing 508 basis points of loan principal balance)", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 180.08401083946228, "t": 175.81981042027473, "r": 393.56001000000015, "b": 292.5748921632767, "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": "\u2022 Originated \u2022 $5.1 billion \u2022 \u2022 \u2022 Funded $20 million for existing loans \u2022 \u2022 \u2022 Leased \u2022 Invested", "column_header": false, "row_header": false, "row_section": false, "fillable": false }, { "bbox": { "l": 78.32669433951378, "t": 110.78214794397354, "r": 139.95269441604614, "b": 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