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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": 675.3125099999993, "b": 244.51884312235535, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 275 ] } ], "orig": "All\tforward\tlooking\tstatements\tin\tthis\tpresentation\tspeak\tonly\tas\tof\tJuly\t21,\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\tJuly\t21,\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": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 2, "bbox": { "l": 46.38, "t": 232.60876955000003, "r": 331.4625099999999, "b": 226.51884312235535, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 97 ] } ], "orig": "All\tfinancial\tinformation\tin\tthis\tpresentation\tis\tas\tof\tJune\t30,\t2026\tunless\totherwise\tindicated.", "text": "All\tfinancial\tinformation\tin\tthis\tpresentation\tis\tas\tof\tJune\t30,\t2026\tunless\totherwise\tindicated." }, { "self_ref": "#/texts/10", "parent": { "$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": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 2, "bbox": { "l": 38.666666666666664, "t": 36.0, "r": 106.66666666666667, "b": 11.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/12", "parent": { "$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/13", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 44.01, "t": 505.76141632, "r": 540.8979999999998, "b": 483.02569099012663, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 43 ] } ], "orig": "KKR\tReal\tEstate\tFinance\tTrust\tInc.\tOverview", "text": "KKR\tReal\tEstate\tFinance\tTrust\tInc.\tOverview", "level": 1 }, { "self_ref": "#/texts/14", "parent": { "$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/15", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 284.62, "t": 451.63571316, "r": 445.12999999999994, "b": 440.2224878451978, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "Conservative\tBalance\tSheet", "text": "Conservative\tBalance\tSheet", "level": 1 }, { "self_ref": "#/texts/16", "parent": { "$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": "$4.5\tB Loan\tPortfolio", "text": "$4.5\tB Loan\tPortfolio" }, { "self_ref": "#/texts/17", "parent": { "$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/18", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 166.99001, "t": 344.62670879999996, "r": 238.88200999999995, "b": 294.82926672445524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "60% Multifamily\t& Industrial", "text": "60% Multifamily\t& Industrial" }, { "self_ref": "#/texts/19", "parent": { "$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": "$101\tM Average", "text": "$101\tM Average" }, { "self_ref": "#/texts/20", "parent": { "$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/21", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 166.0, "t": 266.4167188, "r": 243.14799999999988, "b": 216.6192767244553, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 26 ] } ], "orig": "11% European\tLoan Exposure", "text": "11% European\tLoan Exposure" }, { "self_ref": "#/texts/22", "parent": { "$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/23", "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": "$7.0\tB Financing\tCapacity", "text": "$7.0\tB Financing\tCapacity" }, { "self_ref": "#/texts/24", "parent": { "$ref": "#/groups/2" }, "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": "79%", "text": "79%" }, { "self_ref": "#/texts/25", "parent": { "$ref": "#/groups/2" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 293.60001, "t": 319.957340332, "r": 434.0340000000001, "b": 308.82926672445524, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 28 ] } ], "orig": "Fully\tNon-Mark-to-Market (2)", "text": "Fully\tNon-Mark-to-Market (2)" }, { "self_ref": "#/texts/26", "parent": { "$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": "$722\tM Current\tLiquidity (3)", "text": "$722\tM Current\tLiquidity (3)" }, { "self_ref": "#/texts/27", "parent": { "$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/28", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 91.32467752000002, "r": 406.62999999999994, "b": 84.58509416000004, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 109 ] } ], "orig": "(1) Average loan size is inclusive of KREF's unfunded commitment. The whole loan average size is $166 million", "text": "(1) Average loan size is inclusive of KREF's unfunded commitment. The whole loan average size is $166 million" }, { "self_ref": "#/texts/29", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 82.05468752000002, "r": 405.83800000000014, "b": 75.31510416000003, "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/30", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 72.78469752000001, "r": 671.8320099999992, "b": 56.77509415999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 216 ] } ], "orig": "(3) Includes $83 million of cash, $350 million of undrawn corporate revolver capacity, $255 million of loan principal repayments held by a servicer and $34 million of available borrowings based on existing collateral", "text": "(3) Includes $83 million of cash, $350 million of undrawn corporate revolver capacity, $255 million of loan principal repayments held by a servicer and $34 million of available borrowings based on existing collateral" }, { "self_ref": "#/texts/31", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 54.244687520000014, "r": 134.36400000000006, "b": 47.50510415999997, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 24 ] } ], "orig": "(4) As of March 31, 2026", "text": "(4) As of March 31, 2026" }, { "self_ref": "#/texts/32", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 3, "bbox": { "l": 45.52, "t": 44.97469752000001, "r": 264.42199999999985, "b": 38.235114159999966, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 65 ] } ], "orig": "(5) Figures represent AUM across all KKR real estate transactions", "text": "(5) Figures represent AUM across all KKR real estate transactions" }, { "self_ref": "#/texts/33", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 3, "bbox": { "l": 40.0, "t": 33.666666666666686, "r": 105.33333333333333, "b": 13.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/34", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 3, "bbox": { "l": 517.65997, "t": 459.75570316000005, "r": 644.8499700000001, "b": 432.1024578451978, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 40 ] } ], "orig": "KREF's\tManager\tFully Integrated\twith\tKKR", "text": "KREF's\tManager\tFully Integrated\twith\tKKR", "level": 1 }, { "self_ref": "#/texts/35", "parent": { "$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": "17% KKR\tOwnership\tin\tKREF", "text": "17% KKR\tOwnership\tin\tKREF" }, { "self_ref": "#/texts/36", "parent": { "$ref": "#/groups/5" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 3, "bbox": { "l": 542.12, "t": 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"charspan": [ 0, 69 ] } ], "orig": "(1) Represents net Income or loss attributable to common stockholders", "text": "(1) Represents net Income or loss attributable to common stockholders" }, { "self_ref": "#/texts/44", "parent": { "$ref": "#/tables/0" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 4, "bbox": { "l": 44.64, "t": 63.33468751999999, "r": 315.71, "b": 56.595104160000005, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 85 ] } ], "orig": "(2) Loan loss provision includes provision for credit losses and change in fair value", "text": "(2) Loan loss provision includes provision for credit losses and change in fair value" }, { "self_ref": "#/texts/45", "parent": { "$ref": "#/tables/0" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 4, "bbox": { "l": 44.64, "t": 54.06469751999998, "r": 387.51000000000016, "b": 47.32511416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 104 ] } ], "orig": "(3) See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP", "text": "(3) See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP" }, { "self_ref": "#/texts/46", "parent": { "$ref": "#/tables/0" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 4, "bbox": { "l": 44.64, "t": 44.79467751999999, "r": 505.63800000000066, "b": 38.05509416000001, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 142 ] } ], "orig": "(4) Includes the amortization of deferred origination fees, loan origination costs and purchase discounts. 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"children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 7, "bbox": { "l": 401.39001, "t": 96.70651346, "r": 483.8660100000001, "b": 89.39860174682644, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 20 ] } ], "orig": "Other\tEurope\t<4%:\t4%", "text": "Other\tEurope\t<4%:\t4%" }, { "self_ref": "#/texts/73", "parent": { "$ref": "#/groups/7" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 7, "bbox": { "l": 44.25, "t": 63.32467752000002, "r": 516.6880000000003, "b": 56.58509415999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 152 ] } ], "orig": "(1) KREF classifies a loan as life science if more than 50% of the gross leasable area is leased to, or will be converted to, life science-related space", "text": "KREF classifies a loan as life science if more than 50% of the gross leasable area is leased to, or will be converted to, life science-related space", "enumerated": true, "marker": "(1)" }, { "self_ref": 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see description for LEED certification in the Appendix" }, { "self_ref": "#/texts/76", "parent": { "$ref": "#/pictures/8" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 7, "bbox": { "l": 42.0, "t": 32.0, "r": 103.66666666666667, "b": 14.666666666666742, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/77", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 7, "bbox": { "l": 579.04999, "t": 390.17651345999997, "r": 590.0479899999999, "b": 382.8686017468264, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "6%", "text": "6%" }, { "self_ref": "#/texts/78", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 7, "bbox": { "l": 581.71002, "t": 361.07653346, "r": 592.7080199999999, "b": 353.76862174682645, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 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Actual results may differ" }, { "self_ref": "#/texts/95", "parent": { "$ref": "#/groups/9" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 44.01, "t": 56.47469752000001, "r": 235.52200000000002, "b": 49.735114159999966, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 57 ] } ], "orig": "(1) Represents target composition as of December 31, 2026", "text": "Represents target composition as of December 31, 2026", "enumerated": true, "marker": "(1)" }, { "self_ref": "#/texts/96", "parent": { "$ref": "#/groups/9" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 8, "bbox": { "l": 44.01, "t": 47.20467752000002, "r": 207.60199999999998, "b": 40.46509415999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 49 ] } ], "orig": "(2) Represents 2024 through 2026 originated loans", "text": "Represents 2024 through 2026 originated loans", "enumerated": true, "marker": "(2)" }, { "self_ref": 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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/108", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 10, "bbox": { "l": 43.92, "t": 465.74203128000005, "r": 411.816, "b": 455.9981489957686, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 75 ] } ], "orig": "100%\tof\tKREF's\tloan\texposure\tis\tlocated\tin\tthe\ttop\ttwo\tLife\tScience\tmarkets", "text": "100%\tof\tKREF's\tloan\texposure\tis\tlocated\tin\tthe\ttop\ttwo\tLife\tScience\tmarkets" }, { "self_ref": "#/texts/109", "parent": { "$ref": "#/pictures/13" }, "children": [], "content_layer": "body", "label": "caption", "prov": [ { "page_no": 10, "bbox": { "l": 590.10999, "t": 351.27945361, "r": 717.5350000000001, "b": 342.0060556037127, 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"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 (3)", "text": "Development\tStatus (3)", "level": 1 }, { "self_ref": "#/texts/113", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 10, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "10", "text": "10" }, { "self_ref": "#/texts/114", "parent": { "$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/115", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 11, "bbox": { "l": 44.01, "t": 62.07467752000002, "r": 332.98599999999993, "b": 55.33509415999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 88 ] } ], "orig": "Note: The charts above are based on percentage of our loan portfolio held-for-investment", "text": "Note: The charts above are based on percentage of our loan portfolio held-for-investment" }, { "self_ref": "#/texts/116", "parent": { "$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/117", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 11, "bbox": { "l": 44.01, "t": 43.53469752000001, "r": 252.91199999999972, "b": 36.795114160000026, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 60 ] } ], "orig": "(2) Weighted average is weighted by current principal amount", "text": "(2) Weighted average is weighted by current principal amount" }, { "self_ref": "#/texts/118", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 11, "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/119", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 11, 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"b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "13", "text": "13" }, { "self_ref": "#/texts/127", "parent": { "$ref": "#/groups/12" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 14, "bbox": { "l": 43.92, "t": 505.61138632, "r": 455.2959999999998, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 36 ] } ], "orig": "Case\tStudies:\tWatch\tList\tLoans\tcont.", "text": "Case\tStudies:\tWatch\tList\tLoans\tcont.", "level": 1 }, { "self_ref": "#/texts/128", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 14, "bbox": { "l": 40.333333333333336, "t": 33.666666666666686, "r": 105.33333333333333, "b": 13.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/129", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", 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of\tapproximately\t$535\tmillion\t($9.07\tper\tshare)\twas\theld\tin\tour\tReal\tEstate\tAssets", "text": "Equity (1)\t of\tapproximately\t$535\tmillion\t($9.07\tper\tshare)\twas\theld\tin\tour\tReal\tEstate\tAssets" }, { "self_ref": "#/texts/132", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 15, "bbox": { "l": 40.333333333333336, "t": 34.0, "r": 105.0, "b": 13.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/133", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 15, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "15", "text": "15" }, { "self_ref": "#/texts/134", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 16, "bbox": { "l": 44.01, "t": 505.61138632, "r": 579.67002, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "Financing\tOverview:\t79%\tNon-Mark-To-Market", "text": "Financing\tOverview:\t79%\tNon-Mark-To-Market", "level": 1 }, { "self_ref": "#/texts/135", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 16, "bbox": { "l": 44.76, "t": 470.65204128000005, "r": 463.47802, "b": 460.9081589957686, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 89 ] } ], "orig": "Diversified\tfinancing\tsources\ttotaling\t$7.0\tbillion\twith\t$2.6\tbillion\tof\tundrawn\tcapacity", "text": "Diversified\tfinancing\tsources\ttotaling\t$7.0\tbillion\twith\t$2.6\tbillion\tof\tundrawn\tcapacity" }, { "self_ref": "#/texts/136", "parent": { "$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/137", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 17, "bbox": { "l": 43.92, "t": 505.61138632, "r": 519.7799999999997, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 42 ] } ], "orig": "Financing\tOverview:\tTerm\tCredit\tFacilities", "text": "Financing\tOverview:\tTerm\tCredit\tFacilities", "level": 1 }, { "self_ref": "#/texts/138", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 17, "bbox": { "l": 41.129032135009766, "t": 32.446451822916686, "r": 104.12903340657552, "b": 14.03125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/139", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 17, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "17", "text": "17" }, { "self_ref": "#/texts/140", "parent": { "$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/141", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 44.11, "t": 466.02203128, "r": 616.1020199999996, "b": 456.27814899576856, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 121 ] } ], "orig": "In\taddition\tto\tthe\tavailable\tliquidity\tbelow,\tKREF\thad\t$626\tmillion of\ttotal\tunencumbered\tassets (1) \tas\tof\tJune\t30,\t2026", "text": "In\taddition\tto\tthe\tavailable\tliquidity\tbelow,\tKREF\thad\t$626\tmillion of\ttotal\tunencumbered\tassets (1) \tas\tof\tJune\t30,\t2026" }, { "self_ref": "#/texts/142", "parent": { "$ref": "#/pictures/29" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 18, "bbox": { "l": 44.76, "t": 74.83468751999999, "r": 564.1619899999995, "b": 68.09510416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 153 ] } ], "orig": "(1) Unencumbered assets includes $181 million of unencumbered senior loans, $360 million of real estate owned assets, and $85 million of CMBS investments", "text": "(1) Unencumbered assets includes $181 million of unencumbered senior loans, $360 million of real estate owned assets, and $85 million of CMBS investments" }, { "self_ref": "#/texts/143", "parent": { "$ref": "#/pictures/29" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [ { "page_no": 18, "bbox": { "l": 44.76, "t": 65.56469751999998, "r": 326.51800000000003, "b": 58.82511416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 86 ] } ], "orig": "(2) Loan principal repayments held by a servicer of $255 million received in July 2026", "text": "(2) Loan principal repayments held by a servicer of $255 million received in July 2026" }, { "self_ref": "#/texts/144", "parent": { "$ref": "#/pictures/29" }, "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": "(3) 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": "(3) 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/145", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 18, "bbox": { "l": 42.0, "t": 32.666666666666686, "r": 103.33333333333333, "b": 14.666666666666629, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/146", "parent": { "$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/147", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 19, "bbox": { "l": 44.25, "t": 505.61138632, "r": 616.5139999999998, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 49 ] } ], "orig": "Earnings\tSensitivity\tto\tChange\tin\tBenchmark\tRates", "text": "Earnings\tSensitivity\tto\tChange\tin\tBenchmark\tRates", "level": 1 }, { "self_ref": "#/texts/148", "parent": { "$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": "98%\tfloating-rate\tloan\tportfolio\tindexed\tto\tbenchmark\trates", "text": "98%\tfloating-rate\tloan\tportfolio\tindexed\tto\tbenchmark\trates" }, { "self_ref": "#/texts/149", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 19, "bbox": { "l": 44.76, "t": 54.16467752, "r": 187.04799, "b": 47.425094160000015, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 44 ] } ], "orig": "Note: Based on portfolio as of June 30, 2026", "text": "Note: Based on portfolio as of June 30, 2026" }, { "self_ref": "#/texts/150", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 19, "bbox": { "l": 35.333333333333336, "t": 37.333333333333314, "r": 108.66666666666667, "b": 10.0, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/151", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 19, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "19", "text": "19" }, { "self_ref": "#/texts/152", "parent": { "$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/153", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 20, "bbox": { "l": 35.333333333333336, "t": 37.0, "r": 109.0, "b": 10.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/154", "parent": { "$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/155", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 21, "bbox": { "l": 43.92, 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"prov": [ { "page_no": 22, "bbox": { "l": 43.92, "t": 505.61138632, "r": 301.17799999999994, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "2Q'26\tPortfolio\tDetails", "text": "2Q'26\tPortfolio\tDetails" }, { "self_ref": "#/texts/159", "parent": { "$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/160", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 22, "bbox": { "l": 35.333333333333336, "t": 37.333333333333314, "r": 108.66666666666667, "b": 10.0, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/161", "parent": { "$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/162", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 23, "bbox": { "l": 43.92, "t": 505.61138632, "r": 301.17799999999994, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 23 ] } ], "orig": "2Q'26\tPortfolio\tDetails", "text": "2Q'26\tPortfolio\tDetails" }, { "self_ref": "#/texts/163", "parent": { "$ref": "#/groups/13" }, "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/164", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 23, "bbox": { "l": 66.66, "t": 439.38470752, "r": 674.5199999999992, "b": 422.288775997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 350 ] } ], "orig": "For\tSenior\tLoan\t2,\tthe\ttotal\twhole\tloan\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\tan\tinterest\trate\tof S+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\tJune\t30,\t2026,\tat\ta\tfixed\tinterest\trate\tof\t4.5%\tPIK.", "text": "For\tSenior\tLoan\t2,\tthe\ttotal\twhole\tloan\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\tan\tinterest\trate\tof S+2.25%\tand\t(ii)\ta\tmezzanine\tnote\twith\ta\tcommitment\tof\t$79.4\tmillion,\tof\twhich\t$74.4\tmillion\twas\tfunded\tas\tof\tJune\t30,\t2026,\tat\ta\tfixed\tinterest\trate\tof\t4.5%\tPIK." }, { "self_ref": "#/texts/165", "parent": { "$ref": "#/groups/14" }, "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/166", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 403.58468752, "r": 660.6279999999996, "b": 386.488755997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 239 ] } ], "orig": "(3) Net\tequity\treflects\t(i)\tthe\tamortized\tcost\tbasis\tof\tour\tloans,\tnet\tof\tborrowings;\t(ii)\treal\testate\tassets,\tnet\tof\tborrowings\tand\tnoncontrolling\tinterests,\tand\t(iii)\tthe\tinvestment\tamount\tof equity\tmethod\tinvestments,\tnet\tof\tborrowings.", "text": "Net\tequity\treflects\t(i)\tthe\tamortized\tcost\tbasis\tof\tour\tloans,\tnet\tof\tborrowings;\t(ii)\treal\testate\tassets,\tnet\tof\tborrowings\tand\tnoncontrolling\tinterests,\tand\t(iii)\tthe\tinvestment\tamount\tof equity\tmethod\tinvestments,\tnet\tof\tborrowings.", "enumerated": true, "marker": "(3)" }, { "self_ref": "#/texts/167", "parent": { "$ref": "#/groups/14" }, "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/168", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 357.18468752, "r": 279.8839999999998, "b": 350.688765997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 64 ] } ], "orig": "(5) Coupon\texpressed\tas\tspread\tover\tTerm\tSOFR,\tSONIA\tor\tEURIBOR.", "text": "Coupon\texpressed\tas\tspread\tover\tTerm\tSOFR,\tSONIA\tor\tEURIBOR.", "enumerated": true, "marker": "(5)" }, { "self_ref": "#/texts/169", "parent": { "$ref": "#/groups/14" }, "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/170", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 331.98467752, "r": 667.6519999999992, "b": 314.888785997179, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 266 ] } ], "orig": "(7) Loan\tPer\tSF\t/\tUnit\t/\tKey\tis\tbased\ton\tthe\tcurrent\tprincipal\tamount\tdivided\tby\tthe\tcurrent\tSF\t/\tUnit\t/\tKey.\tFor\tSenior\tLoans\t1,\t8,\t20\tand\t35,\tLoan\tPer\tSF\t/\tUnit\t/\tKey\tis\tcalculated\tas\tthe\ttotal commitment\tamount\tof\tthe\tloan\tdivided\tby\tthe\tproposed\tSF\t/\tUnit\t/\tKey.", "text": "Loan\tPer\tSF\t/\tUnit\t/\tKey\tis\tbased\ton\tthe\tcurrent\tprincipal\tamount\tdivided\tby\tthe\tcurrent\tSF\t/\tUnit\t/\tKey.\tFor\tSenior\tLoans\t1,\t8,\t20\tand\t35,\tLoan\tPer\tSF\t/\tUnit\t/\tKey\tis\tcalculated\tas\tthe\ttotal commitment\tamount\tof\tthe\tloan\tdivided\tby\tthe\tproposed\tSF\t/\tUnit\t/\tKey.", "enumerated": true, "marker": "(7)" }, { "self_ref": "#/texts/171", "parent": { "$ref": "#/groups/14" }, "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/172", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 264.38467752, "r": 337.6359999999998, "b": 257.88875599717903, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 85 ] } ], "orig": "(9) Loan\tsecured\tby\tthe\tborrower's\townership\tinterest\tin\tan\tunderlying\tmortgage\tloan.", "text": "Loan\tsecured\tby\tthe\tborrower's\townership\tinterest\tin\tan\tunderlying\tmortgage\tloan.", "enumerated": true, "marker": "(9)" }, { "self_ref": "#/texts/173", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 251.78469752, "r": 651.2039999999998, "b": 234.68876599717902, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 235 ] } ], "orig": "(10) Represents\treal\testate\tassets\theld\tthrough\ta\tJV\tagreement\tbetween\tus\tand\tan\tunaffiliated\tthird\tparty.\tWe\thold\ta\t50%\teconomic\tinterest\tin\tthe\treal\testate\tassets\tand\tshare\tdecision making\twith\tthe\tthird\tparty\tunder\tthe\tJV\tagreement.", "text": "Represents\treal\testate\tassets\theld\tthrough\ta\tJV\tagreement\tbetween\tus\tand\tan\tunaffiliated\tthird\tparty.\tWe\thold\ta\t50%\teconomic\tinterest\tin\tthe\treal\testate\tassets\tand\tshare\tdecision making\twith\tthe\tthird\tparty\tunder\tthe\tJV\tagreement.", "enumerated": true, "marker": "(10)" }, { "self_ref": "#/texts/174", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 228.58468752, "r": 671.0180099999998, "b": 211.48875599717906, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 251 ] } ], "orig": "(11) Represents\treal\testate\tassets\theld\tthrough\ta\tTenant-in-Common\t(\"TIC\")\tagreement\tbetween\tus\tand\ta\tKKR\taffiliate.\tWe\thold\ta\t74.6%\t\teconomic\tinterest\tin\tthe\treal\testate\tassets\tand\tshare decision-making\twith\tthe\tKKR\taffiliate\tunder\tthe\tTIC\tagreement.", "text": "Represents\treal\testate\tassets\theld\tthrough\ta\tTenant-in-Common\t(\"TIC\")\tagreement\tbetween\tus\tand\ta\tKKR\taffiliate.\tWe\thold\ta\t74.6%\t\teconomic\tinterest\tin\tthe\treal\testate\tassets\tand\tshare decision-making\twith\tthe\tKKR\taffiliate\tunder\tthe\tTIC\tagreement.", "enumerated": true, "marker": "(11)" }, { "self_ref": "#/texts/175", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 205.38467751999997, "r": 652.4279999999995, "b": 188.28877599717902, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 228 ] } ], "orig": "(12) 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": "(12)" }, { "self_ref": "#/texts/176", "parent": { "$ref": "#/groups/14" }, "children": [], "content_layer": "body", "label": "list_item", "prov": [ { "page_no": 23, "bbox": { "l": 46.27, "t": 182.18468752, "r": 672.036, "b": 143.88875599717903, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 611 ] } ], "orig": "(13) Represents\tour\t50%\teconomic\tinterest\tin\tan\taffiliated\tcompany,\twhich\tis\tinvested\tin\ta\tsenior\tmortgage\tloan\tthat\tis\tcollateralized\tby\tindustrial\tproperties\tlocated\tin\tFrance.\tThe\tunderlying senior\tmortgage\tloan\twith\tan\toutstanding\tprincipal\tbalance\tof\t\u20ac65.2\tmillion,\thas\ta\tcoupon\tof\t2.8%,\tterm\tto\tmaturity\tof\t2.8\tyears\tand\tLTV\tof\t69%.\tThe\taffiliated\tcompany's\tinvestment\tin the\tunderlying\tsenior\tmortgage\tloan\tis\t80%\tfinanced\twith\ta\tfunding\tcost\tof\tEURIBOR\t+\t1.6%.\tKREF\tdoes\tnot\thave\tunilateral\tauthority\tto\tdirect\tthe\tactivities\tthat\tmost\tsignificantly\timpact the\taffiliated\tcompany's\teconomic\tperformance.", "text": "Represents\tour\t50%\teconomic\tinterest\tin\tan\taffiliated\tcompany,\twhich\tis\tinvested\tin\ta\tsenior\tmortgage\tloan\tthat\tis\tcollateralized\tby\tindustrial\tproperties\tlocated\tin\tFrance.\tThe\tunderlying senior\tmortgage\tloan\twith\tan\toutstanding\tprincipal\tbalance\tof\t\u20ac65.2\tmillion,\thas\ta\tcoupon\tof\t2.8%,\tterm\tto\tmaturity\tof\t2.8\tyears\tand\tLTV\tof\t69%.\tThe\taffiliated\tcompany's\tinvestment\tin the\tunderlying\tsenior\tmortgage\tloan\tis\t80%\tfinanced\twith\ta\tfunding\tcost\tof\tEURIBOR\t+\t1.6%.\tKREF\tdoes\tnot\thave\tunilateral\tauthority\tto\tdirect\tthe\tactivities\tthat\tmost\tsignificantly\timpact the\taffiliated\tcompany's\teconomic\tperformance.", "enumerated": true, "marker": "(13)" }, { "self_ref": "#/texts/177", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 23, "bbox": { "l": 38.666666666666664, "t": 35.666666666666686, "r": 106.66666666666667, "b": 11.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/178", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 23, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "23", "text": "23" }, { "self_ref": "#/texts/179", "parent": { "$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": "2Q'26\tPortfolio\tActivity", "text": "2Q'26\tPortfolio\tActivity", "level": 1 }, { "self_ref": "#/texts/180", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 24, "bbox": { "l": 41.0, "t": 33.0, "r": 104.33333333333333, "b": 13.666666666666742, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/181", "parent": { "$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/182", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 25, "bbox": { "l": 43.92, "t": 505.61138632, "r": 396.04799999999983, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 30 ] } ], "orig": "Fully\tExtended\tLoan\tMaturities", "text": "Fully\tExtended\tLoan\tMaturities", "level": 1 }, { "self_ref": "#/texts/183", "parent": { "$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\t1.9\tyears", "text": "Fully\textended\tweighted\taverage\tloan\tmaturity\tof\t1.9\tyears" }, { "self_ref": "#/texts/184", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 25, "bbox": { "l": 44.76, "t": 53.774687519999986, "r": 175.896, "b": 47.03510416, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 39 ] } ], "orig": "Note: Based on current principal amount", "text": "Note: Based on current principal amount" }, { "self_ref": "#/texts/185", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 25, "bbox": { "l": 35.333333333333336, "t": 37.333333333333314, "r": 108.66666666666667, "b": 10.0, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/186", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 25, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "25", "text": "25" }, { "self_ref": "#/texts/187", "parent": { "$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/188", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 26, "bbox": { "l": 36.0, "t": 37.0, "r": 108.66666666666667, "b": 10.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/189", "parent": { "$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/190", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "section_header", "prov": [ { "page_no": 27, "bbox": { "l": 43.92, "t": 505.61138632, "r": 450.22799999999995, "b": 482.8756609901266, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 33 ] } ], "orig": "Consolidated\tStatements\tof\tIncome", "text": "Consolidated\tStatements\tof\tIncome", "level": 1 }, { "self_ref": "#/texts/191", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 27, "bbox": { "l": 36.0, "t": 37.333333333333314, "r": 108.66666666666667, "b": 10.0, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/192", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 27, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "27", "text": "27" }, { "self_ref": "#/texts/193", "parent": { "$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/194", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 28, "bbox": { "l": 40.333333333333336, "t": 33.666666666666686, "r": 105.33333333333333, "b": 13.333333333333371, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/195", "parent": { "$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/196", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 28, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "28", "text": "28" }, { "self_ref": "#/texts/197", "parent": { "$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/198", "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/199", "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/200", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "text", "prov": [ { "page_no": 29, "bbox": { "l": 44.54, "t": 324.40652346, "r": 670.3490000000004, "b": 305.57862174682646, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 319 ] } ], "orig": "LEED: LEED\tis\tthe\tmost\twidely\tused\tgreen\tbuilding\trating\tsystem\tin\tthe\tworld.\tLEED\tcertification\tprovides\tindependent\tverification\tof\ta\tbuilding\tor\tneighborhood's\tgreen features,\tallowing\tfor\tthe\tdesign,\tconstruction,\toperations\tand\tmaintenance\tof\tresource-efficient,\thigh-performing,\thealthy,\tcost-effective\tbuildings.", "text": "LEED: LEED\tis\tthe\tmost\twidely\tused\tgreen\tbuilding\trating\tsystem\tin\tthe\tworld.\tLEED\tcertification\tprovides\tindependent\tverification\tof\ta\tbuilding\tor\tneighborhood's\tgreen features,\tallowing\tfor\tthe\tdesign,\tconstruction,\toperations\tand\tmaintenance\tof\tresource-efficient,\thigh-performing,\thealthy,\tcost-effective\tbuildings." }, { "self_ref": "#/texts/201", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "page_header", "prov": [ { "page_no": 29, "bbox": { "l": 37.666666666666664, "t": 36.666666666666686, "r": 107.66666666666667, "b": 10.666666666666629, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 4 ] } ], "orig": "KREF", "text": "KREF" }, { "self_ref": "#/texts/202", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "furniture", "label": "page_footer", "prov": [ { "page_no": 29, "bbox": { "l": 671.34003, "t": 22.244931800000018, "r": 678.00603, "b": 16.94461839586711, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 2 ] } ], "orig": "29", "text": "29" }, { "self_ref": "#/texts/203", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Income Statement", "text": "Income Statement" }, { "self_ref": "#/texts/204", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP", "text": "(1) See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP" }, { "self_ref": "#/texts/205", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Includes real estate owned and equity method investments", "text": "(2) Includes real estate owned and equity method investments" }, { "self_ref": "#/texts/206", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Included in \u201cOther Assets\u201d in the Condensed Consolidated Balance Sheets and received in July 2026", "text": "(3) Included in \u201cOther Assets\u201d in the Condensed Consolidated Balance Sheets and received in July 2026" }, { "self_ref": "#/texts/207", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(4) Amount excludes 433,050 deferred stock units", "text": "(4) Amount excludes 433,050 deferred stock units" }, { "self_ref": "#/texts/208", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Balance Sheet", "text": "Balance Sheet" }, { "self_ref": "#/texts/209", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in Millions)", "text": "($ in Millions)" }, { "self_ref": "#/texts/210", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "1 See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP", "text": "1 See Appendix for definition and reconciliation to financial results prepared in accordance with GAAP" }, { "self_ref": "#/texts/211", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "2 Includes real estate owned and equity method investments", "text": "2 Includes real estate owned and equity method investments" }, { "self_ref": "#/texts/212", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "3 Included in \u201cOther Assets\u201d in the Condensed Consolidated Balance Sheets and received in July 2026", "text": "3 Included in \u201cOther Assets\u201d in the Condensed Consolidated Balance Sheets and received in July 2026" }, { "self_ref": "#/texts/213", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "4 Amount excludes 433,050 deferred stock units", "text": "4 Amount excludes 433,050 deferred stock units" }, { "self_ref": "#/texts/214", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "2Q'26 Loan Originations - Case Studies", "text": "2Q'26 Loan Originations - Case Studies" }, { "self_ref": "#/texts/215", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan secured by the borrower's ownership interest in an underlying mortgage loan", "text": "(1) Loan secured by the borrower's ownership interest in an underlying mortgage loan" }, { "self_ref": "#/texts/216", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Loan size is \u20ac135 million in local currency. The total whole loan is $593 million, or \u20ac506 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 27% of the loan", "text": "(2) Loan size is \u20ac135 million in local currency. The total whole loan is $593 million, or \u20ac506 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 27% of the loan" }, { "self_ref": "#/texts/217", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) The total whole loan is $73 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 50% of the loan", "text": "(3) The total whole loan is $73 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 50% of the loan" }, { "self_ref": "#/texts/218", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(4) LTV is generally based on the initial loan amount divided by the as-is appraised value as of the date the loan was originated", "text": "(4) LTV is generally based on the initial loan amount divided by the as-is appraised value as of the date the loan was originated" }, { "self_ref": "#/texts/219", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "KREF Office Loan Portfolio Overview", "text": "KREF Office Loan Portfolio Overview" }, { "self_ref": "#/texts/220", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "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/221", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Amounts shown in millions, except for Loan per SF", "text": "Amounts shown in millions, except for Loan per SF" }, { "self_ref": "#/texts/222", "parent": { "$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/223", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount", "text": "(2) Max remaining term (years) assumes all extension options are exercised, if applicable. Weighted average is weighted by current principal amount" }, { "self_ref": "#/texts/224", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) The other assets in the portfolio are located in San Jose and San Francisco", "text": "(3) The other assets in the portfolio are located in San Jose and San Francisco" }, { "self_ref": "#/texts/225", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "100% of KREF's loan exposure is located in the top two Life Science markets", "text": "100% of KREF's loan exposure is located in the top two Life Science markets" }, { "self_ref": "#/texts/226", "parent": { "$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/227", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Note: Amounts shown in millions, except for Loan per SF", "text": "Note: Amounts shown in millions, except for Loan per SF" }, { "self_ref": "#/texts/228", "parent": { "$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/229", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan Per SF based on current principal amount divided by current SF. For Construction loans, Loan per SF based on total commitment amount of the loan divided by the proposed SF", "text": "(1) Loan Per SF based on current principal amount divided by current SF. For Construction loans, Loan per SF based on total commitment amount of the loan divided by the proposed SF" }, { "self_ref": "#/texts/230", "parent": { "$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/231", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Based on committed principal", "text": "(3) Based on committed principal" }, { "self_ref": "#/texts/232", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Case Studies: Watch List Loans", "text": "Case Studies: Watch List Loans" }, { "self_ref": "#/texts/233", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan basis reflects outstanding current principal amount before any credit loss adjustments", "text": "(1) Loan basis reflects outstanding current principal amount before any credit loss adjustments" }, { "self_ref": "#/texts/234", "parent": { "$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 June 30, 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 $74 million was funded as of June 30, 2026, at a fixed PIK interest rate of 4.5%" }, { "self_ref": "#/texts/235", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan basis reflects outstanding current principal amount before any credit loss adjustments", "text": "(1) Loan basis reflects outstanding current principal amount before any credit loss adjustments" }, { "self_ref": "#/texts/236", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Equity (1) of approximately $535 million ($9.07 per share) was held in our Real Estate Assets", "text": "Equity (1) of approximately $535 million ($9.07 per share) was held in our Real Estate Assets" }, { "self_ref": "#/texts/237", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Real Estate Owned", "text": "Real Estate Owned" }, { "self_ref": "#/texts/238", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in millions)", "text": "($ in millions)" }, { "self_ref": "#/texts/239", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Note: Figures as of June 30, 2026. Property type and location breakouts based on total investment amount", "text": "Note: Figures as of June 30, 2026. Property type and location breakouts based on total investment amount" }, { "self_ref": "#/texts/240", "parent": { "$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/241", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Investment Amount represents the value of land, building, and certain other adjustments to basis, net of noncontrolling interests", "text": "(2) Investment Amount represents the value of land, building, and certain other adjustments to basis, net of noncontrolling interests" }, { "self_ref": "#/texts/242", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Included in \"Equity method investments\" on the Condensed Consolidated Balance Sheets", "text": "(3) Included in \"Equity method investments\" on the Condensed Consolidated Balance Sheets" }, { "self_ref": "#/texts/243", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(4) Estimated entitlement of 4+ million square feet", "text": "(4) Estimated entitlement of 4+ million square feet" }, { "self_ref": "#/texts/244", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Diversified financing sources totaling $7.0 billion with $2.6 billion of undrawn capacity", "text": "Diversified financing sources totaling $7.0 billion with $2.6 billion of undrawn capacity" }, { "self_ref": "#/texts/245", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Summary of Outstanding Financing", "text": "Summary of Outstanding Financing" }, { "self_ref": "#/texts/246", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in Millions)", "text": "($ in Millions)" }, { "self_ref": "#/texts/247", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "1 Weighted average coupon expressed as spread over the applicable benchmark rate (Term SOFR, EURIBOR or SONIA)", "text": "1 Weighted average coupon expressed as spread over the applicable benchmark rate (Term SOFR, EURIBOR or SONIA)" }, { "self_ref": "#/texts/248", "parent": { "$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/249", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "3 Represents (i) total outstanding debt agreements (excluding non-recourse facilities) and secured term loan, less cash (including cash held by servicer); to (ii) KREF stockholders' equity, in each case, at period end", "text": "3 Represents (i) total outstanding debt agreements (excluding non-recourse facilities) and secured term loan, less cash (including cash held by servicer); to (ii) KREF stockholders' equity, in each case, at period end" }, { "self_ref": "#/texts/250", "parent": { "$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 (including cash held by servicer); 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 (including cash held by servicer); to (ii) KREF stockholder's equity, in each case, at period end" }, { "self_ref": "#/texts/251", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "5 Based on outstanding principal amount of secured financing", "text": "5 Based on outstanding principal amount of secured financing" }, { "self_ref": "#/texts/252", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Financing Overview: Term Credit Facilities", "text": "Financing Overview: Term Credit Facilities" }, { "self_ref": "#/texts/253", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in Millions)", "text": "($ in Millions)" }, { "self_ref": "#/texts/254", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Facility size is \u00a3300 million in local currency", "text": "(1) Facility size is \u00a3300 million in local currency" }, { "self_ref": "#/texts/255", "parent": { "$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/256", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Weighted average pricing expressed as spread over the applicable benchmark rate (Term SOFR, EURIBOR or SONIA)", "text": "(3) Weighted average pricing expressed as spread over the applicable benchmark rate (Term SOFR, EURIBOR or SONIA)" }, { "self_ref": "#/texts/257", "parent": { "$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/258", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "2Q'26 Portfolio Details", "text": "2Q'26 Portfolio Details" }, { "self_ref": "#/texts/259", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "($ in Millions)", "text": "($ in Millions)" }, { "self_ref": "#/texts/260", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "* See footnotes on subsequent page", "text": "* See footnotes on subsequent page" }, { "self_ref": "#/texts/261", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Consolidated Balance Sheets", "text": "Consolidated Balance Sheets" }, { "self_ref": "#/texts/262", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(in thousands - except share and per share data)", "text": "(in thousands - except share and per share data)" }, { "self_ref": "#/texts/263", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "Consolidated Statements of Income", "text": "Consolidated Statements of Income" }, { "self_ref": "#/texts/264", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(in thousands - except share and per share data)", "text": "(in thousands - except share and per share data)" }, { "self_ref": "#/texts/265", "parent": { "$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/266", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "caption", "prov": [], "orig": "(in thousands - except share and per share data)", "text": "(in thousands - except share and per share data)" }, { "self_ref": "#/texts/267", "parent": { "$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/268", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Loan secured by the borrower's ownership interest in an underlying mortgage loan", "text": "(1) Loan secured by the borrower's ownership interest in an underlying mortgage loan" }, { "self_ref": "#/texts/269", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Loan size is \u20ac135 million in local currency. The total whole loan is $593 million, or \u20ac506 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 27% of the loan", "text": "(2) Loan size is \u20ac135 million in local currency. The total whole loan is $593 million, or \u20ac506 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 27% of the loan" }, { "self_ref": "#/texts/270", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) The total whole loan is $73 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 50% of the loan", "text": "(3) The total whole loan is $73 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 50% of the loan" }, { "self_ref": "#/texts/271", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(4) LTV is generally based on the initial loan amount divided by the as-is appraised value as of the date the loan was originated", "text": "(4) LTV is generally based on the initial loan amount divided by the as-is appraised value as of the date the loan was originated" }, { "self_ref": "#/texts/272", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) KREF classifies a loan as life science if more than 50% of the gross leasable area is leased to, or will be converted to, life science-related space", "text": "(1) KREF classifies a loan as life science if more than 50% of the gross leasable area is leased to, or will be converted to, life science-related space" }, { "self_ref": "#/texts/273", "parent": { "$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/274", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Office property certification % is based on current principal loan balance; see description for LEED certification in the Appendix", "text": "(3) Office property certification % is based on current principal loan balance; see description for LEED certification in the Appendix" }, { "self_ref": "#/texts/275", "parent": { "$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/276", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "1 Represents target composition as of December 31, 2026", "text": "1 Represents target composition as of December 31, 2026" }, { "self_ref": "#/texts/277", "parent": { "$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/278", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Amounts shown in millions, except for Loan per SF", "text": "Amounts shown in millions, except for Loan per SF" }, { "self_ref": "#/texts/279", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) The other assets in the portfolio are located in San Jose and San Francisco", "text": "(3) The other assets in the portfolio are located in San Jose and San Francisco" }, { "self_ref": "#/texts/280", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Amounts shown in millions, except for Loan per SF", "text": "Amounts shown in millions, except for Loan per SF" }, { "self_ref": "#/texts/281", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) Based on committed principal", "text": "(3) Based on committed principal" }, { "self_ref": "#/texts/282", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "The charts above are based on percentage of our loan portfolio held-for-investment", "text": "The charts above are based on percentage of our loan portfolio held-for-investment" }, { "self_ref": "#/texts/283", "parent": { "$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/284", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Weighted average is weighted by current principal amount", "text": "(2) Weighted average is weighted by current principal amount" }, { "self_ref": "#/texts/285", "parent": { "$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/286", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "3 Represents (i) total outstanding debt agreements (excluding non-recourse facilities) and secured term loan, less cash (including cash held by servicer); to (ii) KREF stockholders' equity, in each case, at period end", "text": "3 Represents (i) total outstanding debt agreements (excluding non-recourse facilities) and secured term loan, less cash (including cash held by servicer); to (ii) KREF stockholders' equity, in each case, at period end" }, { "self_ref": "#/texts/287", "parent": { "$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 (including cash held by servicer); 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 (including cash held by servicer); to (ii) KREF stockholder's equity, in each case, at period end" }, { "self_ref": "#/texts/288", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "5 Based on outstanding principal amount of secured financing", "text": "5 Based on outstanding principal amount of secured financing" }, { "self_ref": "#/texts/289", "parent": { "$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/290", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(2) Loan principal repayments held by a servicer of $255 million received in July 2026", "text": "(2) Loan principal repayments held by a servicer of $255 million received in July 2026" }, { "self_ref": "#/texts/291", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(3) 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": "(3) 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/292", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Unencumbered assets includes $181 million of unencumbered senior loans, $360 million of real estate owned assets, and $85 million of CMBS investments", "text": "(1) Unencumbered assets includes $181 million of unencumbered senior loans, $360 million of real estate owned assets, and $85 million of CMBS investments" }, { "self_ref": "#/texts/293", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Based on portfolio as of June 30, 2026", "text": "Based on portfolio as of June 30, 2026" }, { "self_ref": "#/texts/294", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "(1) Includes a $126 million transfer to REO, $42 million in loan write-offs and a $3 million unrealized loss on FX translation", "text": "(1) Includes a $126 million transfer to REO, $42 million in loan write-offs and a $3 million unrealized loss on FX translation" }, { "self_ref": "#/texts/295", "parent": { "$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/296", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "label": "footnote", "prov": [], "orig": "Based on current principal amount", "text": "Based on current principal amount" } ], "pictures": [ { "self_ref": "#/pictures/0", "parent": { "$ref": "#/body" }, "children": [ { "$ref": 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" 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"#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This table provides a comparative summary of three real estate investment portfolios, detailing the loan type, loan size, geographic location, collateral description, loan purpose, loan-to-value (LTV) ratio, and investment date for each. The final row includes representative photographs for each asset class: a glass high-rise for the Spain portfolio, a luxury high-rise for the Los Angeles portfolio, and a suburban office complex for the California portfolio.\n\n| Investment | Spain Multifamily Portfolio | Los Angeles Multifamily Portfolio | California Office Portfolio |\n| --- | --- | --- | --- |\n| Loan Type | Floating-Rate Senior Loan | Floating-Rate Senior Loan(1) | Floating-Rate Senior Loan |\n| Loan Size | $158 million(2) | $154 million | $36 million(3) |\n| Location | Various, Spain | Los Angeles, CA | Various, CA |\n| Collateral | 47 multifamily properties totaling 5,263 units | 536 unit luxury high rise | 3 Office Properties totaling 327k SF |\n| Loan Purpose | Acquisition | Refinance | Refinance |\n| LTV(4) | 49% | 70% | 48% |\n| Investment Date | April 2026 | April 2026 | April 2026 |\n| Asset Photo | [Image of a modern, blue-tinted glass high-rise building] | [Image of a tall residential high-rise with balconies] | [Image of a low-rise office building with glass windows and landscaping] |" }, "classification": { "predictions": [ { "confidence": 0.9279532432556152, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 0.028388354927301407, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.017626143991947174, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 0.012827228754758835, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 0.00488702766597271, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 0.003477283287793398, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 0.0032630558125674725, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 0.0005025306018069386, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 0.00029349385295063257, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 0.0001568612060509622, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 0.00013834268611390144, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 8.444646664429456e-05, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 7.718192500760779e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 7.355821435339749e-05, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 5.7724617363419384e-05, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 4.373794581624679e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 3.473312244750559e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 2.8668999220826663e-05, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 2.333927659492474e-05, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.9610184608609416e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 1.5291272575268522e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 1.4184392057359219e-05, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 6.370783012243919e-06, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 5.3014573495602235e-06, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 2.210739239671966e-06, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 1.2097220292162092e-07, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" } ] }, "quber__figure_job_id": "parse-01m38pkwrf2x35ee4d5ftqv5ex", "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": "Floating-Rate Senior Loan(1)" }, { "marker": "(2)", "kind": "footnote", "label": "$158 million(2)" }, { "marker": "(3)", "kind": "footnote", "label": "$36 million(3)" }, { "marker": "(4)", "kind": "footnote", "label": "LTV(4)" } ], "quber__footnotes": [ { "marker": "(1)", "text": "Loan secured by the borrower's ownership interest in an underlying mortgage loan" }, { "marker": "(2)", "text": "Loan size is \u20ac135 million in local currency. The total whole loan is $593 million, or \u20ac506 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 27% of the loan" }, { "marker": "(3)", "text": "The total whole loan is $73 million, co-originated and co-funded by KREF and KKR affiliates. KREF's interest was 50% of the loan" }, { "marker": "(4)", "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" } ] }, "label": "picture", "prov": [ { "page_no": 6, "bbox": { "l": 38.138400000000004, "t": 462.49920000000003, "r": 682.3728, "b": 87.61500000000001, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 645.0, "height": 376.0 }, "uri": 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" 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The charts visualize the composition of an investment portfolio.\n\n| Category | Sub-Category | Percentage |\n| --- | --- | --- |\n| Investment Type | Senior Loans | 100% |\n| Interest Rate Type | Fixed | 2% |\n| Interest Rate Type | Floating | 98% |\n| Property Type | Multifamily | 46% |\n| Property Type | Office | 21% |\n| Property Type | Industrial | 14% |\n| Property Type | Life Science | 13% |\n| Property Type | Hospitality | 3% |\n| Property Type | Other | 3% |\n| Office (Sub-segment) | Class-A | 84% |\n| Office (Sub-segment) | Class-B | 16% |\n| Multifamily (Sub-segment) | Class-A | 75% |\n| Multifamily (Sub-segment) | Class-B | 25% |\n| LEED Certification | - | 96% |" }, "classification": { "predictions": [ { "confidence": 0.9994656443595886, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.00041815364966169, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 3.831311551039107e-05, "created_by": 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"kind": "footnote", "label": "Life Science 13%(1)" }, { "marker": "(2)", "kind": "footnote", "label": "Other 3%(2)" }, { "marker": "(3)", "kind": "footnote", "label": "Office(3)" } ], "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": 52.198822021484375, "t": 288.69984436035156, "r": 328.1014404296875, "b": 97.04342651367188, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 276.0, 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bJcYQzhBiIQBDbus/AY4aWEzB2yYIIbiLij2eWlBlu/fGJZdnqOKAlQWwhURfUN9h41fXC/8T0REexuAxIR/GPZbLaqqip3d3dN01JTU1VVbdasGWMsOzvb29vbZDJdvXrVaDRmZGQEBwdnZGR4e3vruh4WFga1atOmTYGBgZGRkfCb9IrCKUc377pyHhAZMvgjRIQIK7s+gT8aD+/MFmUGv1FtvOeoUGXgD1tOzRUFGW4g4g4m55cbb5k3ds2l5ExREqFWaarGBPbopL5PvTPcwcUMdn8GiQj+ma5du/bNN994eHhMmTIlIyPj5MmTWVlZISEhnp6eCQkJDRs2bN++/c6dOwcPHpyZmVmvXr3ExMTAwECz2dykSROoVVu2bPHx8YmOjoYbThZlP31ozZmiKyhICLfCdbV/SIvPDYOXTjurc0KE/0O18dY9/JpNSVn06wucdAQEACJuMjq+Er558YTNKSfTJVmE2kacdJ13HBg5+esJnvXcwe6WkIjgnyk7O/vo0aOXLl2aNm0a51xV1a1bt5aXlzs6OhYVFamq6uTk1LNnz4YNG2ZmZrq5uZlMppycHNcboFbt3LnT0dGxa9euALAt69zLRzdnVRQyQYI/Q0RmUdzU7elLn1afTywSRIQbdJX7h7oM+cR9dlLPaqsFkQEAERkN5ikt1y99dm/SkWTJIMF9QESKVW3artGU+c+Gtm4AdjeHRAT/WKdPn46JiZk2bZqiKDt27NizZ8+QIUMiIiKOHz9+5coVSZIMBkO7du2aN28O91NsbKyu63369FmVfvLlo5tKrFWMCXB7uK4+37LLuLxOKz9KEkQGCNcRARCOm914gzryUkGygAIAEJAsGqe0WbPq+UOJ8WdkgwT3jWJTG4QHvrHkxUYRDcDuJpCI4B8rKSlp7969r732GgBwzk+dOrV+/foZM2ZkZmbGx8criuLo6FhZWTlhwgRJkuC+OX7sWI2lMjvEbdKhdRalhjEBbhsncjIaDnV4OebdK1kXK0QJ4Qalho96v0l6yNd7zn8nMQMAEJAkyi9FrtgwOfFYzEnZKMH9pFjVoGYBry9+rmn7JmD3R5CI4J8pPT19xYoVaWlpkyZNcnV1TUhIKC4u9vb2HjFixJo1a3r16pWamhobG9uuXbvHHnuMMQb3ja3GuiHj1MtndpZYqxgyuEPE9X+16939aPjmby+KIgOE6zSFd3msoeeow4uOPmcQzABAQCITX2j/w45XUo/sOiobZbjPVJsa2MT/rWUvN2rVAOz+BxIR/DOpqlpTU4OIoigyxvLy8hAxICBA1/XKyko3NzfOeVVVldlsFgQB7qeYnNSnD625ailmTIQ7x3U93LPeqvAnN05OqyhTkMF1nJOHt/OgBdXzjz9hVasZMgISmPBc+8Ux07IObvnVYJLh/rPVKGHtQt9d9YpvsDfY/TckIrC7B+dKch+NXXKpvIAJItwVAiCuLu3yhMsG1/0bMkWZAQARGE3yuO+9l6VPyCxJEplMQAxxYvS8uDcK4jYeNphk+EuoNrV9v7b/WjHF5GgEu99BIgK7u1Vmqxmyb2lc9gUmynAPONc7+Df4wX30smnnrFadMSAChjj6veZH3F87nLFJFkwEhIATomcfeduyf/0hg0mGv4piVfs/3fP5WWNNDkaw+w0SEdjdFZ341IQt884dRCYg3BMCEhjb3u2ZnLlKYnyeJDMAUG28y9AGwvDVG0/OEpgEAEQ0tsOME+9psWsOGswy/FWIEwBNmjX20Ul9we43SERgd1eWp52YcGg1J0JEuGdcU4c2afOurf+P756F6xBUG2/ZxafN69nzfh2ncx0BOPEx7T88+4EQszreYJbhL6Tr3NnN4dOtbzduEwJ2NyARgd2dSyrJ6b/3u+zKUsYEqA1E3NVo3txxQuK/SjLTypiAukY+gY7DZ/h+ebFbVXUFItO5+njUv1I+cdq7ar/BbIC/lmpTW3dv8dbyl928XMAOAIkI7O6QxvmI/cs2Xz7NBBFqD9fUNyJ7DUxtvfaL86LMAEBTaOysxrvFpy/kHBdQ1Lg6rO20jM+8fl4ZazAb4C+n2tQxbw0d9/7jYAeARAR2d2jd5dOjD6zgAAi1iRP5OjnFtnxx85tpBdnVgoiqlY94u0l22OJtSf+WBKOq24a0eSV3ToPtP+4xmGT4y3HOHZzNn+98p1GrBlDnIRGB3Z3IqS7v9/O3Z4uymSBCrSIA4vqsjo803RO0Z2WGKDNd4217BjZ87uz8o+MlZlR164CI563LItfO2yQbJHgQFKvabXj069++YDQboG5DIgK720ZA753c/UniXhQEhNrHdbW9X8MfgketePG81aoBgYubw2PfqAsTn6q0lavc1jt8gnl77x9n/iRKAjwIxImJwls/vtT50Sio25CIwO62ZVqKI7fNKbZWM0S4DwgASF/Z5Sn80Xhkd7YgMYNBGv9NwOprEy8WHONc79H0Cd9fRiz61xKBMUB4IDRFa9K24Rd73jM5GqEOQyICu9v29omdM0/HMCbAfcO53jek2Wfs0eVvndN1DoAjpjc/Hfh2fNoaAOjS+PGQM2P//ep3AISI8CAQARC9sWRyt+EdoQ5DIgK725NWXtj3528vlRcyQYD7hhMZROHnLpMufFF+LqGIOEUPDHIdt2P18Y9VrnZqOLTF5UlfTlrEiSMiPCCKVY3sFfH+6ldNTiaoq5CIwO72fHF2/xsJW1EQEe4vrqvPtOj8zNXOP32RrGsU3skn+o2Sr4+OrLZVRIc8Glkw9YvxCzRdQ0R4QIhIENi7P73avl8bqKuQiMDuNpQr1jZbvrxkKWLI4D4jzv0dXda3nxD36rVrVyxu3qbRnwfNy+pRWH4tMqh/l+o3Z4yer6oqIsKDo9rUzo9G/WvlVFESoE5CIgK727Aq/eQTB5YDYwwZ3H9cU2Z0eDQqIXTzgouA+NTnofvNk09ejmkT2LsXvP/xsAWKzYaI8OAQJ5OzaeHhmb7B3lAnIRGB3W1Yf+X0gnO/HC/KrrZWgyDgdYBw33Diga5uuxpPWv/Gxfyr1cNeDyuLXLEq8YNWAT0HGj/96NGFNqsVEeHBISKu8/Efjhz5+mCok5CIwO7PlJTUpKSUeAYYr2DxwaKMDZln0suKVE0FRGQCQu0jACS++KER7mvcYzdktu4a0PzV1DmHHw/ziX7MffbHA76pqa5GRHigFKsS2bv1+6tfNTkaoe5BIgK7P3P+QtH2nekmo+Tj4RDaxNXJU0qF/O3Xkg/mZlwoyQMiYAJeB7WJa2qPoLC5bsN/nJokG+RRS4T5p0a7mrxH+8/7qNd31VVVyBAeKOJkcjR+uH5ai85Noe5BIgK7W9J1/vPey8kpxQJDIuI6OThIAX5ODYJcuY+WUp235VpSbHZaUU0lcB2YwJBBbSAiI8N13Z7Ona2mJJY8802DNQUTyq1F4xt+83HPpVWWSmQID5q12jZ14bODJvaGugeJCOxuSVX5jyvOVlgUhgg3EJGukyCgySCHBLr4hzgyZ9pXcTHmWuqRvMvF1RWAAt4A94br2siwtq9X9V729tlHJzdPb/l+0rVDE5t+/0m35ZWWSmQID5qqaA8Naf/W0pclgwh1DBIR2N1SYVH1T2vO6zohwv8PEXBOQODlaapfzyWggWOesfRk2dW1mafPFOVYFRsAIBMQEe4KEZlk6UDHF+PeyvEIdPSbFLP7/LcTmi2e0fWnygoLMoTf0XWOAExgAECcOOeCKMDv6JrOGEOGAMA5BwJE5EQCY4BwC7qmM4FxjTORISL8Dufc3dft+8QvzU4mqGOQiMDulhJP5cUdvIoIt8A5cU6SKLg5G5s0dnf1lYsMli25Zw/mXkosytY1FZiICAgId4jr2pTW3R491ebMr0Xd36lZcmHS2CZzP+u23lJegQzhd9x8XDRFryixAIDRwejk5lCcW8Z1HRGJiDEWHF6/MLu4osQCAK5eLrJBqrbUtOvdKjs9Ny3xEjK8DgCICAAQkICAQJRFn0Cv0oKyeg19s1NzrNU2RAQCQLiOiARRmLH1rZYPNYM6BokI7G5pz8+Xzp0vFAQGt4GIdJ1kSfD3cwr0d3YKFFLVgtj8i1syz+VUVXBdBWSMCXDbONebuPmsav5UzFvZ/d/wWW15fGjQR7O6b6koL0eGcAMRMYE9/fFoAFj6wRpble3R5/s2bd/4mzeWV5RYEBEARFkcPX3wyX1n/Rr4nDtyUTJITm4Ojq4Orbo137b459L8MkESqitqAIAJzGCSayqtRrNBsamCKLTp0eLyuSuDn++zdfHPuZmFiCAIjHOCG7jOn3p3+Og3HoM6BokI7G7OZtM3b714NdsiigxuGxHoOkdEoywG+Do1aOxscBMSlaxtV5OP5mVlVRQCMkDGEOE2cF2Z1+lx/y0+7mGQHPhpG5ehc3rsrigrQ4ZwAxGJkvjMJ6NdvZw3fL2j8FrxE/8aZjAZNny9Paxdo1+2Hmv5ULOywoqWDzUtzi3pOfKhM/HJyUdTnT2cmrRt6BPotWXR7pAWQb7BPqkn03MzC6L6tDYY5SpLDWPIGO76cX/7Pm2SDp/v/WS3a+l5pfmlKcczug6L3rf6F1uNDREVq9LnqW7TvnsR6hgkIrC7uaKi6q070srKbIwh3DkiICKuk6ur0d/XqUGIS6VL9SlL9uarSYdyL1XZbEA6MJEhws1xzpt7+630GFtySamK3OjKAuc/vK+8rBQZwg1EJMri6OlDqitqrDW20rwynyAvVy+Xg5uOdh0WvX7O9u4jOuVlFQY39U86nBL5cMvY1b/4Bnv5N/Itzi1z93Xds+xAvRCf5h2bBjT2O3f4QoPwwPiNR4dPHbRqxoaBz/b+dfuJDgMi96891HVodNrpy40igpN/vdikbaN1X23lOgGCYlXb9Y74aON0SZagLkEiArubu5pdsX1nutWqISLcA86Jc5JEZjZITRp7ePqbahytPxddiLmWeqLwapW1GgQBrwOE/0FEiLCi8xOBR/yxY4LAaNGAuPycPMYY3EBEkiyOeWvo8b2nHx71ECDsWRbXaVBk3Maj3YdFr/tqW9/xPa+kXAtuFnD20Pm2PVv+vDzOP9QvINSvOKfU2cMp7dSlniM7517O9w3xTT6S4u7jcmzP6YETH1735bbHpgxMjD3brk/rA2t/6TGy855lB3o/1c3F3emXLQnHY06LkggAmqo1aB70wbrX/YK9oS5BIgK7m7t0uWzLtlREhFpCBJwTAtTzcwrwdfQOMV3BkvjC9E1ZZ9PLilRNBURkAsJ/4bo6MCRitnmozfe8wSjOGbTpckqWIDC4gYgkWXz89UdjVsY/NKS9s7vzujnbHpvcf/eyA/3GdmcM3Xzd4tYdDm4eeCb+XGTv1lzVr6bnuLg7lRaUO7s7Xk6+2n98z7KiciYIFxJS3X1dT8ae7Tu2++YFuwdO7HU6PrlNjxaHtiR0HRq987uYll3De41+6MvnFpcUlAsCAwCuczdvl3dWTQ2PbgJ1CRIR2N3c+QtFO3ZlSBKDWyICRLgjuk7XGQyil4s5NMzVyVNOxbwdOcmHci9dKMkDImACXgf/QcQdRHlL94ktBCfRhT5+ZNH5hIuCKMDviLKoqzoyRABd56IsaopmdDA6eziWF1lUm8oY6ppudDA6eziV5JZyTtchoq7pbj4uCFBRWsV1johc54IkaKomiiLXOROYruuCKNhqbA8N7uDfyG/t7C3IGCJcxznJRumDta+36dEC6hIkIrC7ueMncuMOXhFFBrckSUxVOfwRzgn/A/4PxhAAOCe4gQhEEVWFG42iv59Tg0AX8tVSavK3ZCfty0krqq4ErgMTGDKuq8817bIwaihn2rtDZ52MOSNKIvwOESEiEQEAIhIRItINeAMRISLdgIgAiAAEgAicEwIAAgISECISESISESISESLSdZzCoxuXF1uyU3OZwOAGIuBc/3jjG1F9WkNdgkQEdjcXd/DK8RO5osiIKMDfCRGzrpQDIAAxhtdpGjebpcb8JqQAACAASURBVMg2vomn8quqVUFAzgkR6QbG0MPDZLNqlkoVAHSdAgKcRAGvXLUAEABe1y7SNyfXkp1dSUQCQ5NBCq7vGtDQEZ35AcvFmGtpR/IuF1dXADCzbEwe8nqQo/unT849uOmoKIvwlyNOBMQYg9+xVts+Wj+t8+D2UJcgEYHdze2Py0o8lScIjHNqHu6JiNdyKr29zc6OcsblsooKW+NQd0dHydnJcPJUnsko5uVX+/qYyysUby+zh7vpWo6ldSufGqt25myBi4vBxdlgsSiVlYrVpoU2ctc0fvFicYsW3tdyLNnZFsYQAIiAcwIiTw9zQD3ngGCHAlPFibIrazNPnSnMntK82+ftBs2euPDnFXGSQYL/Rpw454IoAIGmaUQgSgIREOeCKBAR17kgClDbrNW2t358qdeYrlCXIBGB3c3t25956ky+IDDOKbyZJwEYJCYbxJKSGjc3U2lpjbu7KT+/smmYZ1JyQXCgy7HjeZFtffMKqkKCXc9fKCopqWnT2re03FpYUN2po/+p0wXOzgYiupxZ7uQkNw51KyqucTDLefmV2dkWxhB+h3PinGRJcHU0hoa6ufnJ16TSK0rZ2Ebt1szYuOSDtQaTDL9DREYHo6OrQ0lOKQEFhwc6OJvST18WRObk7pSfVSjJold9z7zMAq5zqFW2atsrC58dNLE31CVIRGB3UxSzL/PM2QJBYJxTeDNPABAYVlYpFRVqaCNXRdEtlcrlzPIO7eplXikPrO989Fhuhyi/jMvlDmYxIMA5Na3Ez9ehoKC6skpp3szryNHsxqEegoBlZdYAf2dHR6mwqFqWhbz8quxsC2MIf4SIdJ0ExgLqOUVF+geHOP28Iu6z8fNMDkb4DREBwZDJ/YPD6897+ft2fVrXa+h7NfVa5rmrHQa2dfNy+XVXopObg6un8/61v0Bts1bbXvtm0oAJD0NdgkQEdjdBRDH7Ms8mFQoCck4twr0AgAlYVaVWVNgaNXQrKq728XEsLq5uEOR6/GRui+Ze2dcsjUPdT50p0DU9pIGrpVJhiILIcnMrG4a4HTma3TjUXRDQYBBEUZBloaLCZjCIubmVV7MrGEP4I0TAOXdzM7Vu6YdSSWpWhmeN8+dPzRNkEeH/pal6aJsGfZ7sTpxvmLtz+KsDzx48n3n+qqWkaujLA6xVNlVRVZu258f9NVVWQRSgVlmrbW8smdznyW5QlyARgd1NEFHMvsyzSYWCgETg7CwDAAJqOtc07uAgVVqU+vWdELGyUi0qrvbxdjCbpepqtazc5u1lFkV27ZpFlJivj0NBYbXAWElpjaOjjAAEVM/P0WrVS8usgsCsVq2mRkOE/6Vp3GgQWzT3CW5gOJRwePveOJ309ye9sGDSksvnr4qSAACcc7OTacgL/S6du9K0XWjchiPDXx10an9SYFjAiZgz1kprYNOAgFC/omslnPgvm4+VF1cgItQea5Xt7RVTHh71ENQlSERgd3OHDmcfTbgmigwAOCe4AREAkIgQkRPBdQSCgJwTABARY0gE1yHCdUSACETAGHJOAIAInMN1iHAdIiAi/DfOCQCCg91atfTIzk9ftWHblZw8hsgYe2niEyd/OLVv9SGDWQYATdVDWgT2Hde9oqQyvH3jn5cfCO8Y9sO7q7s81sHsZFr/1baHR3dxcHVw9XK21SiFV4sObk4QJQFqj7XK+t7q17oN7wh1CRIR2N3cqTP5MbGZksTgL0REnJObqzkq0k80WNZt33HidLKu64IgAICiKP16dW2o+S2c9iMgICIRiJJgdjb7Bnl2G9Zx47yd3YZ3cvFwkgziz8vjVEWN6tMm9qeD/cf38Ar03Ls8LuV4uiAKUEuISFO1jzZMjx4QCXUJEhHY3dzFiyVbd6RJEoMb6D+AMYQbOCdEBAAiwv8AzokxhHug62Q0CC1b+AbUFw8lHN4RE1dhqZIkERHhBk3TQoLrPzt0xIcDZ9VUWZEhABAR58QQRVnUFE0ySN5BnpUllWWFFY5uDsSpqrzaYJIlg1RtqYFaRZyMDsb3177aqmtzqEuQiMDu5i5dLtu8NRX/A65zdzdKkpCfX0UEksTq13fOza2UROblbc7OruAcAgOcrmZbFFVHRLhDOicECGng3irCIzM7Zd32PZcys0VJZIjwO0TEGHvzxYnrp2++cCKdiQx+h4gQka7jhNcxJCIAQEQiAgBEhFqla7p3fc93f3q1cZsQqEuQiMDu5q5crdi2I01ROBF5epqiIv2qq7WDh65yomZNPVuEex05mu3j4yBLQnm5TeOc65SeUYqIcCeIQNe5l6dD2zZ+KJZu3LnnWOJZnXNJFOGPKKr65IjBhixY/MZyg0mGB0pTtIYRwR+un+Zd3xPqEiQisLu5oqLqbTvSS8usjKEkMV8fh/oBzr8cyXZ1NYY1cRcFzLpS4eVtdnI06BqvrlEvpBRbbTrCHdA0bjJJEc196gfJcUcO7t53sNxSKUoSwk3put6saaPBrbp/OvprQEBEeHCUGiWyd6uPN02XZAnqEiQisLs5XafNW1MvZ5aJItN1Xq+eY8MGbkeOZke1q2et0ZxdDHm5lZlXyr08HQLrO+mcDAbh0uWya9cqGUP4M5wTIjZo4BbRwuNKTuqKjVuv5eQzQRAYg1siIqPJ8O4Lzy995afkhIuSQYIHR7GqAyb0nLroOahjkIjA7pb2xl4+k1QgCgwRAgOdGwS5/ppwLaSBqyQJQYHO165ZEk/nhTf1tNp0Dw9TTY1GnJKSixDhFoiIc/JwN0e1qwdC+bqt20+ePc85FwQBbg/nfNL4kSk/XdizIs5gluEBISIAmPjpmMdeGgB1DBIR2N3SqTP5cXFZHMDD3RTWxMNkEi9dKrucWc4YhjRwKS6x6ppez88pNb20QbCzt7dDalpJcXENIsJN6DqZjGKrCF8/fyH+10M7Y+ItldWSJCIi3DZFUbo/1CHKq9mXzy7mRIjwQBCRJItf7HkvLLIR1DFIRGB3S/n5VWvWX9B1AgBd5wDAGDKGAKBzQgBBQCK4jnPinAQBr4M/ouvEGDQM8WjZwiPjSvL6HT9nZl0TJZEhwh3SNL2+v++Lo0d/PPDLKks1MoQHgevcxct5yZk5Ds5mqGOQiMDulhRFX77yXIVFQYS7RgS6zn28HSLb1tOpaP2OXSdOJxORKIpwV4iIE3/zxWdjvtifsDdRlER4EFRFe2hIh7d+fEmSRahjkIjA7pY4p/1xWadO54sigztHBLrOzWapVQs///rC/l/id+8/ZKmsliQR7o2iqiMe7edZ7jR38ndGBwM8CLYa5fVvn+83rgfUPUhEYPdn0jNKt+1IQ0S4Q5wTIjZq6N6yhVvGlZSVG7fl5hUKgsAYg3vGOQ8OCniy28CZY+YqVhUZwl+La9zV2+XD9dOaRDaEugeJCOz+THm5dcu2tMKiGkFAuD2ciHPy8nRo366eDiVrt+5IPHueCASBQS0hIlmW3n3phZ/e3HAq7pxslOCvpViVyF6tPlo/TTbJUPcgEYHdbdiz91LSuUJRZHAbdJ2bTVLrVn4+vrj/8MFd+w5WVdVIkoiIUKt0XR83+rH8vTlbF++RTTL8tXRNf/rj0SNefQTqJCQisLsNqWklO3dnEAEi3IKuE2MYGurRorn7xUtJG7f/nJWdK0kiIsJ9oChKp+i2PRtFzXzy37quIyL8VTjnzu5OCw7P9ArwgDoJiQjsboOm8TXrzucXVDOG8EeIQOfcz8cxsm09q5q/YceuxLMXiEgURbhvdM69PNymjh/72ZC55cUWZAh/FcWqDJzY66W5TwuCAHUSEhHY3Z6zSQV7Yy8LAoP/RgS6zh0c5DYRfj5+GHsobs/+Q1U1VkkU4f7TNG3aC08f++HE/rW/iLIIfwnOuSSJ7699PbJXBNRVSERgd3sqLLYtW1MLCmsEAeE3nBNj2LiRR3hz17TL51du2JZfWCwIAmMM/hKqqg3o060R85v19CKjgwH+EqpNjerb+l8rXjE7maCuQiICu9t25NfsI0evCQIDAM7pOm9vp/bt/Gxa4ZqtO06fSwEAgTH4C3HO69XznjRwxGdPzLOUVjKBwX1GRIj4zqqpHQdGQh2GRAR2t81iUX5ae76yUiEiB7Pcpk09Ty8eeyhuz/5fqqutkiQiIvy1iEgUhbdfnrT1w10Ju0/KJhnuM9Wmtu/b5oP100RJgDoMiQjs7sSx4zmHDmc3DfNqHu52Pu3Mhh17r17LkyQREeEOEZGu6wQgCAJD5JwDACJyTowh55wxhojwZ1RNGz18kHK8cs2crbJBgvuJcy5K4jurpnbo1wbqNiQisLsTlVVKYWF1SXnOhh27TyenAIEoCnDniIgx1iAwwCDLmVezLZVVfj7ezcMap6Rl+Pv56JwXFBUXFJUoigIAiAgARAQAiAj/TVHUyNbNH4vu+dHQLxVFRUS4bxSb0mt019e+eV6UBKjbkIjA7g5l5+a9+t7MCkulJElwV4hIEISBvbp5ebgpiipL0rrte7pER5qMxgupGd06Rh04nODs7HQ2OaWmxmo2m2zKdarJaETEGqsVEeF3OOcuzk6vTxz/1YhFRfkljDG4P3RNd/NxnbXn3fqN/aHOQyICuztksylzv1u2/5ejkiTBXdF0PTQkuG/3zsvWba6pto0eOrCwqKRZk4aWyur8wqKo1i237Il1c3FJunCxXauWHm4uiUkXLFWV0W1bi6Jw/FTShbQMxhj8jqIoU58bd3nHpY0Ld8kGCe4Duo7Tc58/NeTFfmAHgEQE/3chIs65IAhwg6ZpgiAiQu26lpv/wez5V3PyJFGAO6dqWlTrlk0aNli9eYem6wN7ddN1LktSbkFRcUlp5/ZtdsXGP9Knx5Vrub7eXuu27ZZEcdgjfTVV1TTdYJB/2rSDCBDh/6NqWs+u0RFOjT4fN89gNsB9YKtRovq2fmflKw7OZrADQCKCvzFN0xRFMZvNnPOamhoHBwf4M/v27QcAs9l85cqVjh2jz51LdnFx7tixI9S2I8dPfbHge03TEBHukKbpYaENenft/N3KdVabbfyooecvpnl6eOTlFxaXlnWKarNrX/yjfXrkFRY7OTqs3bJLlqVxI4eUlJWnX84qLavIySuA/8Y5d/dwfX30+C/HLcy/WiiIAtQqXdM967l/vPmNkOZB8DdTU1MjCIIsy/DXQiKCvwdFURITT2VlZfn6+rZrF2k2m3Nz877//gfG2KhRj2/Zsq20tKR//36pqan9+vXz9vaGP6Kq6qJFi6OjoznX9+074Ovr06JF8xMnTj733LOMMaht36/asH77blmS4A4RkSyJQ/r39vH0UDS1qqpm4869nTu0zcsvLCktb982Iib+cP+eXU6ePd+tY1RlVXVK+iVJFJs3Dc0rKEq/lJV6KRMR4XeISBDY9MkTY77Yd2jrMYNJhtrDORclccr8ib1Gd4HaU1FRkZKS4uHh2bBhCABwzs+fv6BpWnh4M0mS4HcSEo6dPn1m7NinBEFgDAVBSEw8deFCyogRw06dOv3TT6sjI9uOGTMaEeGWNE3dsWOXp6enu7tbXFz8qFGj3Nxc4W4hEcHfQE1NzZw5Xycnnw8MDLxy5UpQUODbb7+VkJCwZMmPH3zwXnFx8dy586ZOneLi4hIbGzt06FBfX1/OSdNUWZYBgIhsNpvRaCwvL1+wYNHYsU+WlZWvXLmyQ4cOLVu2WLdu/eTJLzo4OEBtK7dY5iz+8ejJ05IkwR0iIkFgPl6eiJhfUKTpuiiKdIMgMF3ngiCoquboYHJxdiouKbMpNg83d4NBKi4ptSkq/A9FVYc+0scxS/rx47WiJEDtUazq6DeGTPhoFNSq/fsPzJo129fX54MP3g8KCkpMTPzoo0+MRuOsWZ/Xr18ffmfduvV798bMnj1ryZKl9esHDB8+7OjRo8nJF0aPHvnVV3MUxTZ58mQvLy9FUQBAlmX4jaKosiwBgKIosiyrqrJhwyYfHx8ivmzZii+++MzX1xfuFhIR/A3Exx+cP3/B1KmvdOwYffz4ic8++3z48OGJiYkXL17s06dXfn7hyZMne/Xq1bt3ryNHjgwZMri4uHjVqp+qq2sGD37U19d31aqfysvLOnTo0LVr1x9++GHEiOEAEBcXn5OTM2TIkJ07d06e/KLZbIb7ILeg8OMvF1y6ki2JItwhIiDiAIA3EAEiXEdEiEhEiEg34A2cCIiQMYQ/oKpqi/AmT/Ya9N6gz21WBRlCbVCsaqdHoqZ9/7yjiwPUqr179y5btkKSpEcffWTIkMELFiw8deq0pmlvv/3mqVOnvb29u3R5aPnyFc2aNcvNzY2N3ffII4O+++47g8EwZswYHx+flJQUf/96CxYsMpmMEyZMKC0tTUhI4Jz36dMnMrLtpk2bVVW9ePFieHhzQcDExFPdu3cfOHDA1q3bvL29NU1bvXr1sGFD09MzRo58XFGU9es3PProI/Xr14fbhkQEfwNLliw9duz4Z5/NdHV1qaysnDLllQ4dOiiKeuTIkRdeeD4jI2PXrt3PPTfRbHaYO/ffb775xtq1a00mc58+vRXFtnv3z0ajoVWrVqtXr3nppcmnT59u3rx5VtaVy5cvd+/ejYiSk5MnTnyGMQb3R9rlrE/nLM4vLBJFAe4EEQAQIkJtICKj0fDG8xO/efrH7PQcJjC4Z4pNbdO9+evfvuBd3xNq2969ezdt2tysWXheXu7TTz89b9685s2bHz2a8OqrU3/8cVnDhiHjx4976aWXe/ToYTAYY2Njn39+0oIFC93d3SZMmHDy5MmYmNhXXpmycOEiZ2enCRMmZGdfdXZ2PnAg7vLlzKlTX/nww48CAvwDAgK2b9/Ro0cPTVPT0tLnzp3zySczGjQIbtq06U8/rR479qn58xdMnPi0zWZbu3bd7NmzPDw84LYhEcHfwNKly44cOfLFF5+7ubmWl5e/9NKURx4ZZDabt2/fMXfunOPHjy9d+uNnn83MycmZM+ff48ePXbFixahRo3r06F5aWvraa9PMZpOXl1dWVtazzz4rioKiKB07doQb9u3b5+npGRERAfdTYtL5L+Z/V15hEUURbg8RiKIgCoLVZgNEruuMMUQkIoYIiDrnDFEUBU3T4fbYFHXy02NKDhesnLlRNslwb1Sb2rBl8LurX/Vv6Av3wc8//7xly7bRo0ctX768UaPQ0tKS/v37L13647Rpr69a9VOjRg3Hjn3qlVemdunSRRSlmJiYjz76cM6cr0NCGkyYMH7jxs379u2bOfPTOXPm+vr6TJr03O7duxMTT+Xk5BLRK6+8PHv2V2PGjGzQIOSdd97917/etlgsixZ989VXs2fN+jI4OCg0NHTlypUffvj+ihWrbDYbEbm7u7/00mS4E0hE8Ddw+PCR2bO/HDv2qcjIyMOHD2/YsPH999/Nysratm3711/POX78+I8/Lps5c0Z+fv6XX8558cUXli5dFh7edMCA/iUlJd9/v6RVq4hHH31EURRPT0+z2cw5Z4zBDbquC4IA91/i2eSvFi8tLi0XRQH+DCdycnDo1jGqQWBAUsrF+MPHGoUEt40Ij40/UlFZ2S06ShTFuCMJYaENRYEdO5WEiHAbNF1v3y6ia2CbGWO+lgwS3APVpjZsGTz9+xdDWgbB/bFnz56NGzd/8MH78+fPP3Lk1xdeeL5JkyZz5nz91ltvrlr1k8lk7Nu376xZs4YNG8qYGBMT8/HHH3355RxnZ6dJk56Njd2/b9++GTM+mTNnrp+fz4ABA6ZPf2PUqFGlpaVHjyZMnfrK7Nlfjh49Mjg4+P33P3jrrTcrKiq+/fb7r76a/cUXs4ODg0JDQ1esWPnZZzPS0tJmz/5SEMRp016LioqCO4FEBADZ2dmxsbFGo7F9+/aJiYm9e/d2cnKCP5OVlXXs2DFHR8eoqCgPDw+4B6qqLlmyND4+3tHR0Wq1DvmPwTExsTExMZ9++snp02d++umn9957t6CgYP78BdOnTz916tTq1atNJnPfvn0cHR02b97i7u7u6Oj4zDMT/PzqwQOSmHR+1oLvS8srJFGEWyIik8no6uTk7eXRq2unJT9taNW8abtWLVZv2QlEXaOjFFXNKyx0dnTad/BIVU0NYwxuAxE5uzi+NWHivyd+l5VyTZQEuCuKTW3StuH0718MahoA9018/MFt27Z98snHe/fGbNq05YMP3lNVZf78hW+//ebx4ydWrFjh6+tHxPv37y8Iwv79+z/88IP16zds3rxlxIjhzs7O8fEH33nn7UWLFnt7+wwb9tgnn8ywWCxms0mW5WeeeXr+/AVDhw4NDAycOfOzV1+dUlFhWbZsxaeffjxv3vzAwPoNGzZas2bNu+++I8vya69NQ4TPP//M2dkZ7gQSUVFR0axZsyIjI81ms8lkOnLkyHPPPZefn19YWNisWTMvL68zZ85omtayZcuMjIyKioqIiAiTyQQAGzduzM3N9fDwuHbt2tSpUwVBgLvCOS8tLbVarYWFhaWlpd7ePu7ubkSgaZqu67Isc841TZVlmYhUVZVlGRFzcnJtNltAQIAkSQUF+cXFxV5e3t7eXj4+PogID0jShYvzflh5JTtXkkS4JSKy2WxdOkaFNghevXkHY2zko/1/OXayoKi4T/eHDAbZZDCkXsq6ei3nSk4uENwOIkLEqc+P+3Xh0f1rDxvMMtwhIlJtamSvVi//+5l6IT5w3xBRTk6OoiiybCDiqqoZDDLnXFVVWZaJ6Nq1HJPJ5OLigv8BmqYbDLKiqNnZ2a6uLs7OLrquy7Kkqioik2WpsrIyLy/fx8dblg2iKKqqIooiIlNVRZIkItA0VZYNqqowxhCZpqmybLDZrHPn/tvX12fcuHGurq4mkwluGxLR/v37T5w4MX36dAAoLy9fuHDhU089lZKSkpOTU1xcHBkZGR8f//DDD4uiuHv37k6dOrVp08ZsNjPGtmzZUlxc7O7unpubO3nyZESEu6Ioyt69sXl5eaIoIiL9BycCRABAIkIEACQiAEBEIkIExhgAcM4BAJEhoq7rLi7Ogwc/KggCPDhXruXM/W75uZQ0SRQREW6Ccx4U4N+tU9TOmPj8oiJJFMc89sihhBPplzNlWe7cvq2nu6tBliVJ2nfw12t5+YwxuA2Kqg7s2z2o2nPh9GXI8Dq4bVznus4fGtL+xdnjPOq5w/2kadr69RtqaqwAgAgASEQAgIhEhAiMMSIgIgCC/0AiQkTGGBEnIgAkIkQEACJiDBEZEScCIkJEACICRCQiRABAIkJEAIL/wOtKS0tOnz7TtGlTX1/fhx7q1LBhQ7htSETbt2/PysqaPHkyAJSVlS1atGj8+PGpqanp6ennz58fPnx4TExMp06dgoKC1q5d27Jly+bNm//6668BAQF5eXkJCQn+/v41NTUvvfSSo6Mj3C1VVYkI7hkiSpIED1pxadmPazbtO/QrIjLG4H/ouu7j5fnyM0+mXc5KSbt0Ie3/aQ8uALOu9/7hvz/fX1yxZmP06AEjZJLSIKWUggISFiCiGAii4jEQxTgqNoLYQaN0je7uGA1jg7GuK37x/fwH9+39nPMoymDbAQ6v1/GocmV7dum4Y8/+ZWvWVyxXtm5MjT0HDrdu1hjMK9ZtPpOYJITAFTAtq0bVSkN63v/KXe/4PH4ShCtjW7YzwPHA6HvvffJuh0tH0TMMA/9pzAyASACsqqoQAleMmPnAgQNfffXVs88+63A4UlNT586d2759+19//bVdu3ZxcXHPPfdcTk7OpEmTBgwYUKJEia+++qpz586VK1d2Op1xcXGmaXbs2PG99957+umno6KicMvvDMNYGLdm+tzFGVlZuqbh30nmkKDAmOhqDl03TPNA/NGypSJLhIV4ff6DR46XiSyZ5/GkpmfUql4FQPzxU1JKXBnJrKnKS8OH/jxi5pFdx4Ui8HdYsuE3K0SXeXRcv1b3NsUtV4aYGcC8efM2bNgQFBTUvn37lJSUBg0azJs3z7bt0NDQatWq7dixQ9O02NjY7du327bds2fPMmXKANi6devy5cvdbnft2rU7dOhARLjl3x0+duKbqbP3HoxXxEX4F5LZNE0wiEjTVDuflESkqSoAZhZCmKYFQNNUFITfMAYNuJ+OmJNe+tHh0vGXbNNWdbV5j0YPvtK7fLUyuOWKETPjEtu2hRBEhD8wTVPTNACWZamqimJnWZaULAQxMxGpqoobR3ZO7qIVa35bvCIzK0tRVUGEImbZ9m31anaJafHWAx+RQvnwZ2zLti1ZoUa5gS/3anVvU1VXcaMxTYtZCiEgIRQSioJiRMyMwuPxeNasWZOVlUVEAIjItu2IiIimTZsGBQXhyvj9xunEpJzcPK/Xl52TcyEtPTUtw+vz169XM8pVesGk5SXLhUeUKxFaMiQoLCAsMrRM5ciAEDeub2fOJs2Yt3jdlh1+v6GqChGhyDCzy+V8ffiTk576/tC2o5qu4d+xZNMwS5QOa9e3xX1PdYkoH44bQXpGZnJqWlZ2bnZOTnZObnpWdmZmtmmZ3Tq3O7HiePz2E5FREaUqlgyJCHIHucPLhFaoUY6IUGSImVF4TNM8efKk1+slIgBEJKU8ceLE6dOnGzRo0LRpU03T8GdMy0pNy9h3KD7+2MnE8xeSki9kZmX7fD6ASFA+27ab39Ggacna4wd+rOs655PsDHBElC0RUa5E6UqRtRpXb9wxNqx0iO7UcV2SUm7fs39R3Nqd+w4YhqEoihACRYOZhw8ZsOe7Pct+XuNw6fidbdm2LQND3Hf2bdFxYNsaDavi+ubz+xOSzm3Zvufk2cTUtIzU9Iz0jCzLtuh3zDxsUL/93+1d9ssaXdekZEEUEOoOL1OibJVSZaqUqn1Hjfpt6gSFBiqqQKEiZkbRO3fuXFxcXFZWVrNmzWJjY4kIvzuTmHTw8LHVm7YeOXHKNC3DNAEoQhGC8uF3lmW3atHwb0TuSQAAIABJREFU9tAa7z38ucOt4xJmlra0bQlmTdecAY5KtSu0vb95rabR1etXxnXJlnLvgcOLVqzdvf9gVk6upqp0CQqV3zA6tm0RG1L9g8e/ZAbA0pa2ZZeKimzQvl73xztVu60SrmOmaR6IP75j774tO/deSE03DMOybSGEIgQJQfhfDIB52KP99ny3Z8W0dQ6XjktYsm1L27KFIN2pBYYFNrizXqNOsTGNq5eqWBKFhJgZQHp6+sGDBxs0aOByuU6dOrV69erSpUu3adNm586duq43bNjwwIEDhmHExsbiGsTHx69fv54IvXv3drsDd+8/uHL95kNHT5xNOi+EUBQBgIjwZyzLbtOq8W1B1f/5yOcOt44/YGYwbFtKW5YsH16vZa3OD7Wt1zJGURVcf2wpDx05vmPP/jWbtqWkphmmJQQpikJEKAyWZVWKKv9E3wde6Tg+J8vjDHBUrFW+Q/9Wt7WqXaVuRVzHcvM8qzdu2bJzz8H4Yzl5Hk1V6RL8GWYQ4YlB/Xd+vXPl9PUOl44/4Ets0wZR5doVmtx1+12PtCtbpTSuGTGzx+P56quvdu3a9f777xPR5MmTu3XrVqpUqbNnz8bFxRFRu3btNm/e3LNnz9KlS+OaHT16LDktY+WGrTv2HvD5/UIIVVHwdyzLurNNszoBlf/5yBcOt46/ZFu2bUmnW6/XqnbXIR2adI5VVAXXpdw8z/bd+7bt3ncyITEhMclvmKqikBAEgIhQMMwMgJmllJZtv/bc8P0z9+flelv1uqNui5pOtwPXsazsnHVbdsxfujIh6bwtbVVRhSD8JWYQ4akhA7ZN3r5yxgaHS8dfMg0LQEhEcIsejbo/3qlKnYq4BsTMhmGcO3fu+++/HzZs2IkTJ6ZOndqwYcPo6OjQ0NBffvnF4XC4XK4GDRo0a9ZMURRcm+Mnz/y2dMWm7btyc/NUVSUiXBnLsjq0a1HLEfX+oIkOt44rwMyWYTvcerOuDe9/rnv1+pVxHUtOSTt9NvHwsRMHDh9NSDzn8fksy7YsW7IkIkEEIgJARLiIGQAzwPkkM1gIoakXBQa4K1UoV7dWdNsWTUqWKIHrHku5auPW+ctWHT56nEgoisCVYWYh6OkhD26euGXVrI0Ol44rwJJNwyoVFdFhQOt7h98dEh6Eq0LMDCA3N/fDDz988sknd+/evXbt2v79+3///fcPPvhgaGjoxo0bT58+DcDhcPTv3z84OBhXxeP1zV+6cs6iZZlZ2aqqCiFQEKZl3d2hdTVR9oMhXzrcOq6YlGyZVlBYQM/hXe554q6gsABc3/yGYVn26YSzh4+dTE5JzczOzcnNzcnJ8xuGaVmmZdmWRUKoiqqqQlHUwAB3YEBAYIArNDioYrmyNapXKR1ZUhGk6zpuBKfPJk7/bfHazdssy9Y0FQXBzEKIZ4c+tOGzTatnb3S4dFwx27KlLSvGlB/48n2tezVDwRFfkpiY+PHHHw8bNiw9PT0uLm7IkCFffPFFnz59AgICFi1aVKFChYSEBJ/P16lTp+joaBTcqYTE76bN2bJzrxAkhEDBmZbVtVPbyrLUh49Pcrh0FJCUkm2+rXXtR994oGajaigyDNi2bfqyIU2nkgvYABFgU6Bha6ojSNF0gYIxTTMrJ9fj9RmmYRqWLW0ioShCU1VNVUOCg4KDAokIN6C4NRt/njP/XPIFVdWIUFDMrChixOOPrP143Zo5mx0uHQVkmbbDpXUd0rHPc91DI0NQEMTMeXl5M2fOjI+Pr1WrVufOnRcsWJCamhodHd2tW7fVq1eXKVOmfPny06ZNCwkJ6dGjh9PpREHYUq5av/m7aXNS0zNUVSUiXBXTsnrcdWcFI2LCE5MdLh1XgWH4zPCyYQ+/3ueuh9uhsPlN2HkJyFrrylvJaWvITCGYLBwkDRCBSSrBFNbc42orQ9uIoJoBTsJ/sdw8z89z5i9YtsqyLFVVcVWYWVGUkY8/smrC2rW/bXa4dBSclNIy7ZoNqz3z2ZDq9SvjihEz4w9M09Q0DYBt24qi4GpJKaf+unD6vMWWaSqKgmtgmta9XTuU9YR+NHyKw6XjatmWVHWlz3M9+ozq7nA5UBgYyM44r6dOV1N+1Hz7wQwtHEogvMc4/C5KX4aAumCbiSh3H0iYWmVvSA9/qaElIqspAv+FkpIvTP5x+ubtu1VVJSJcLWZWVWXU44OWf7Byw7ytulPH1TL9ZpnKkU99NLhRp/q4MsTMKBpen//76b/OW7aSQEIQro1pWvf16ByRGfDpM984XDqugZRsm9Zdj7Qb+s6DASFuXBvTYk5dqia8LXK2wlGGHZXIzoGdCSsXbMFVFd4TcJSDlcWuyuRPghIAfyLsXFuLyo18VinXPzDAjf8mZ86ee/fzr46fPK1pGq4NM6uq+vywQUvfjdu4cJvu1HENLNNyB7kef/ehjgNbC0Xg7xAzowh4ff7Pv/lp5YYtgi7CNTNNs0/PLiHJji9Gfqe7dFwbZjYNq+OA1kPffTAkPAhXy+83raTpAQkvQPoRGAMrF9ILNlkNJVKgBIEtgCGcMNKYDQJgnIMjip0VKGs9S+OCe0hAzCuBQaH473DidMIHE785fipB01RcM2bWNHX0sMELxy/dvHin7tRwbWzLdrj0x94e0HVIR/wdYmYUNq/P/8W3Py9bvUHTVCJCYTBMc8D93V1nlC9f+F536bhmzGz4zPb9Wz376WBXoAsFZzOM45+7EsdCDWJnFTLOQ/qhl4LQ2MolKwO+U6yXgxJIvuPQSrAeSSIAihu+M7CyOeh28h5lzylZfoBZ8SOnKwg3u9Nnk96cMDEh8ZymqSgMzKzp2ovDhsx9Y+HWZbt1p4ZrZttS19XhHw3qOLA1EeHyiJlRqKSU38/4bdb8JXQJColhmg/1uUc9ISeP+Ul36igUDMMwe4/oNmhcP0VVUBAMyAsLlIP9Yfu4REfK3gY9kh0VyXcS/lOw8gCwUGVwcyghImstWZnIJ3Q4yrKrBslseE9waCvK2cG+xNzSL7lrvqIoAjev5JS09z776kD8UU3TbCmlLYUiBJGUUlEUXAHbtplZXIJLmFl36C8NGzL7tXnbV+zVHRoKg23Z7iDXcxOHtry3KS6PmBmFh5kXxa2Z+P1UZghBKDyGaT7ar5c85Pv61am6U0chYclSykfG9u076h4UhCftkNjbzakZICf8CQioDy0EWZtgZ+MiAjMLhwxtDSVIZK0mfxoELmJAcXHgbdBKUM4OBN8B71F4T/prTdfLdCXcnPI83g8mfrNx205N02wpS4aXKBNZ8vyFFL/fKFmyxMnTZ5kZABEBYGYiAsDMAIgIl0RGlAgODExJz8jIyhZEAJjZ4dDHPPHY9Jd/27l6n+7QUEgs0w6LDBn36wvRsVVwGcTMKDzbdu977/MpHo9XCIFCZZjmkAG9fXtyvntjhu7UUHikLZ1ux5gfnmncORZXhgE+MFSc/xZBDWCmsdDhqkxpcZA+EAEM0thRme0cuGuxGiJyd7JwkXGWrFwQAQwIDrmDhI68IxzajLK2+EWkfscGEjpuRt9OmzPtt4W6pkkpq1aKurt965S0DK/Pl5B4rm7N6F9+XeDQNVtKr8+vCOF2OQ3DNC3L7XJatm0YJjM7dL3/fd0yMrOCg4JWb9hy8sxZRVGY2el0jBk29JeXZu1Ze0BzaCg8pmHFNIke88PTpaJK4s8QM6OQJJ5PfuXdj5POX9BUFYXNMM2hD/bN2Zb+4/jZulNDoTL9VlStcmNnPF++ehlcAZm1k3a0JOmFozzsPBl+t0iZDdsLIlzELIJkSAuQA0QgBdKEcIjs9eRPAhHyMYMEl+hM3qMsdCINubu51ldUbjBuOuu3bH9/4jemaQkhiOih3vcePHp80/ZduqZVjirX4LY623bubRhbN9DtXrl+c1S5spWiyu3Ysz/A5YqpUW3f4aPbdu2VUga63Q/2uWfJqnXNGzeMP3p86669qqoys9PpeHnY0B+en7F/4yHNoaFQGT6zw4BWoyYPUxQFf0DMjEKy+8Chdz79KjMzS1VVIkKhMgxz2CP90jdcmPrPXzWHhsJm+IwO/VuNmvyEoir4Swzg0FN0/gc4KyJ3H4d3hu8MK4FkpsN7jIgABkMGN2dHaeRjCYDsPJGzCVYOGAzAUZqdVWGcoZCmlLYE4Z2Rthghd6D+PAgnbiIpaRkvj//w7LnziqJIZpfTObhfr18XxyUknmeW1atUatqw/vylK0tHlmzZpMH5lNSw0JCkpOSNO3Z17dDGtOzlqzeUioyIDA87lZDYv1f3nNy8iBJhvy2JOxB/TFUUZna5nC8//vi3I385uOWIpqsoVMxMwKivnmjXpwX+gJgZhWHD3K1njiTV61J7zrLlG7fuEkRCCBQev2E+NWjAuZWJMz+apzk0FDZmBjB6ypNtezfHXzMzsLMD/Elw10TefgQ34pwdMrgVBcciawNlriHbwyV7cHAjVkshZye0EnBVJCtbnP8OVjZHdGXhhvSxkUZZm4SzDGwPfCfhrAjfadRfiNBmuFkYpvn5Nz8vXrnWoesAmFkR4tF+vXbvj1+/ZXtgoLtKxQqxdWMyMrKCgwIdDj0tI2vFuo09OrdnKReuWNOmWePIiPAN23YGBwQknrvQrVO7uUtXVK8cValCuam/LgTAzC638x9DH5/yzI+HdxzXdBWFzTKsCjXKjZszumyV0vh3xMy4ZrlZnufav3p058mWPRr3er5bgid52q+LUlLSNU0lIhQGv2E8M+ShM0tOzflsoebQUARMw6p2W6XXZ4wqFVUSfyFzM3bfDWdF+JPYWYHVMLY9cFQQtT7jc1Pp+Bhig5vuZ38ijDTO2kKR98BRhtJXI/kX0iM4ZgqnrqSQBnz6I87eIUiS9MJ/Du5opMXxbbOoVC/cLHbuO/jmhC/8himIcIlt2zE1q3fv2DYtIyszKzv++MnqlSvmebzly5ZSFSUh6XxWVk6VSlFer/fchdQKZUurqjJ97mKvzxfgcg19sG+ex0NC7Np3YMeeA0IIZnYHuF5+bOjkp74/uuukqqsoAobf7P5Yx+ETHhWKwL8gZsY1m/7+b1+/MlXRFNOwgkMD+r/Yq2bHGr/Frdi4dRczK0LgmvkNY8RjDx+fd2zupCWaQ0PR8HuNQW/2e+D5e4gIl5MyD7t6IKwlvPHsKA9yShEALUJEv8PnfsKZCaSG4fZFfGEeZ24CiCqNgJGGxK/ZTBOBNRE1kuNHUM0JnLqM0+JE7k4E3055B6GXQcY61J6CcoNwU/D7jdf++cmeA4dVVcW/kFKGBgeHhgalZ2R5vD5BxEB4WKjH6/X6fAFud4DblZKW4dC10OCglLQMv2EQEQCHrmuaatvS4/USEQBmDghwvTxk6BdPfHti/2lVU1EEWLLu1N5b/GqNhlXxL4iZcW2Sjp9/pde7CfFJqq4CkPlsGdumbv9/9DrrT/ll9ryU1ExNVYgI18BvGCMff/TQzIMLv12h6SqKhrRleNmwj1aOK1k+HJeTPAt77ufwjpS3C4GxyDssmTm4sajxAZ+bzqlLiCTVmgg1jLO2cPIMKj+UAmuz5yQnTiISVPkf8sgoUfV1Tl+Bs5NE3n4u1Qc5Owk2ck+g1ieIego3hZXrN3/45TdEAn/Al9AlzAwQsyQigADOR0QAmJkuwSXMjEuICJcwc0Cge8ygxz5//OtTh86qmoKiYfrMO/u1Gj3lCaEI/I6YGdeAJU/7YO6UMT853A78H4bhN0PCg+57plv9bnXmrlq5duN2AIoQuFp+w3h+2KDdP+1Z/vMaVVdRRBiGYT7w/L2Dxj2Ay7kwC7vvR3h75OxEyB3sO82ssKuSqPkZJ8/k9FVkJFLtb9lzGhlr2J9AUc8gX9pypMwVgdW5+kfyyGhReTRnrEHiN2QmU3BDZK2HtGDlocaHiHoaNz6P1zv2/c/2HDisaRr+gJkBEBEAZgZARACYmYgAMDMR4e8wc2CQe8wjj3005KuzR5NUTUHRkLZ0Bjhemz4qtk0d/I6YGdcgL9vzVIsxiSeSFUXg30nJlmE1vLNenxfvSeaMqbMXnEtO1TWViFBwfsMY/eSQbVO2rZq5QdVVFBnLsCrViRo3e3SpqJL4UxfmYHcvDmtJObs46DZmsBIItYSo8SGnLuCs7SJ7M+rN4NSlnL0LbFLUcFiZODsZ3hMUEotqH8iTb4vygzllAWesE7n7EHwbZW+GqyayNiL6n6gwHDe+rbv2vjlhopSSiPAHDodumpZl24JIVRVBwrIvUlXFsmwAmqrKfMz4S8wcFBTw4kODJwz68typC4qqoMgYXuPuwe2f+WSwoiq4hJgZ12Dh13GfPPO1EJQPf8bwm4FB7t4ju8d2rzdv9ap1G7dLyYoiUEB+w3jxySEbvti8bt5mVVNRdBimaY2cOLTzQ+1A+BNpy7CrG4e1pJxdcFYGCfYcl4H1qNrbJBQ20pE8k8r0A5ss3Jy6mIJvR0At8hzmvHhYeVRhKHtPQ5p89jPK2UlsUUAMcrYjtAVS5qPeLyj1AG5wlm2/88mk9Vt2apqKf8fM9WJqNI6tJ5nnLFwWGhzcoXUzr8+/ecduRYjYurV27D2YkpbesknDVRs25+Z5iAiXx8xBwYEvDnz0g0cmJiekKqqCIiOlDAoN+Hzju5EVwnEJMTOulmmY4/pN2Dh/u+7UcHks2TKtei1j+v+jVypl/zx7/vnkFE1ViQhXzG8YLz01dPWEtZsW71A1BUXJMq3bWtYeP3+Mpqv4A86Lx667SOggAQjWSiJ3v3THIKAWSCEjmYWT7Cywza5oWOkgDUoQmcnkS5DOygSbhQvShpFInsPCEQlS4TkGvTTy4hG7ABGdcYNLSr7wzJg3vX4/EeEPIiPCbWn36X73tt37bClrVK28csPmzKzs7h3bWZYlmf1+43Ri0t6D8Zqq4i8xc3BI4PP9Hnn/oS9Sz2coikBRsi370XEP9HmuBy4hZsbVOrz92Gv3/TMzNVtRBP6O4TMDQ909n+zS6L7YRevWrVq3WUpWFIEr4zeMMU8NXf7uiu0r9iqagqLEkjWn9um6tyrWLI8/tacnMjfCXR1Zm7hUb87Zwa4YkApmmMkAExS4KjPp0CPgPwu2QTpZqbDyIPNYLwdSQIJy94mAGsjZDkd5mBlMhNuXkbMCbnAz5y3+dtocIRQi/JFpmiHBQQ/2vmfh8tVOp7Nl4wZpmZm79x+KCC9Rq1oVBnt9vsNHT55KSMzzeIgIl8fMwSFBz/d5+N0HP8lMzRGKQFEyfEZs27pvzBrtCnQCIGbG1Zo3aeknT03RXTquDEs2DbNe81r9X+6V7sibOntBYtJ5TdOICH/HMIwxTz++cOySPRsOKqqCImZb9sOv9Xlg9L34M5z4NR0aitCWyN0FRznprIKsrQisx0owSJA/kYgQ3EBaPgREw3OcFCeMZFJcnL2HnRUABewnzyHSwkkL5YxV5KwEz3Eu/xjVmogbnGlab300cdOO3bqm4Q+YWVXVru3bpGRkrN64VVdVXdfq164ZWzfmy++nlS0d2aJxA8uynC5n8oWUpas3aKqKy2Pm0LDgEb0Gvj3gk9ysPCEEipK0ZVCJwLEzno9pGg2AmBlXxfQZr/f9YNuy3aqmoiBMv+kKdPV88u6mfRou2rBu9brNlmUrioK/ZFrWmOFD54yZd2j7UUVVUMT8PqNp59tfn/m8pqv4A7a92NqEzBQE1EXmSi7RCZ4T5I1nrTS0CFbDYCYL32kWugxqBHKKvF1kpEhHFDvLCzsbZhoZyVBDZdidInU2BzUimYe841aDDWpIHdzgjhw/+caHX6RnZilC4A+klPd3v6terehVG7aeOH1GMgcFBlSuUN7lcsxftqpz25bxx09WqVghPCz0Qmrawrg1mqri8iRzeInQ4T0eGN//E1+eTwhCEfN7/M99OazLoDsBEDPjquRm5g2KHZGVmisEoYBYsmlYte+o0X9Mz7wg48eZcxOTkjVVJSJchi3tl54cOu252cf3nxKKQBGzLLtMpcjXp4+sXKci/oyd9BMdflI4y4JNGCkc1gF5+8hzBPmEk9VQhiAzFc4KUIKRuxtaSShOWGlk5YHBjjIIbkzZm6E4Obgxpcw1yjytx/wTN751W7a/OWGirmn4MwREV6scGREuSJxKOGvZdtVKUaZp7jt0REpZoWyZw8dOlAwvUbFC2eOnEjIys4gIlyclR5YqMbTT/eP7f2z6TRKEImYaVot7moz5/mlNV4mZcVW2L9/zeu/3bdsmIlwV0286Axz3DLurWd/Gy7duWr5qg23biqLgD5jBkC898dj3T0xNOJYkFIEixszS5rEzRjXt0gB/xvDn8aHhjowZEC4YaVCDZWhr8p8j72FYucgndFaCWS8PxQXfcbJzSXrAgOKAs5J01xLZ2+BPhBoE4WR3La47VTjL4gYnJX8/49dpvy7UdQ2XYVqWtCUIqqIABIBZiktsKRUhbClt21YVRQiBvySlLFs28qHW3cf3/5iZiQhFTNoyrHToN7snuAKdxMy4Kj+On/XTW7MVVeAasGTTMGs1qj7wH/fnhRi/zFlw5kyipmlEhH/BzCToxWFDJj/6ffLZFCEEip7f4x/63oO9R3THZbA/Gfv7UdpKCIABxYXA+lINIiMZvjNkZwOCHZVYCRLew2A/SIcjih1lQSrlbIOZCSIws7u2UfM7R3hD3Pj8hvHqux/vPXREVRQUPSll+Qpl+je9663+HymKAkJRY2bdoX22fnyFGuWImXFV3hv8+dIfVjtcOq6Z6TedbkfXwR1bP9R82dYNK1ZvMk1TURT8jpkVRXnh8cGf9fsqIzWLBKHomYZ5Z9+WIycN03QVf4YBM+eEenyESJkHwkUMOEqxIwpqCEiBnQO2QBqxzWoIsQHph+8s/GfBEgQwrMAGGaXGayVbBbk1RVFwg8vzeAeNGJOT6xGCUPSklJUql+9V/87x/T7SXTqKHjOTECO+GNKhX2tiZhScaViv9np327I9ulNDYWBmw2fWbFSt34s9ZSnx48y5ZxISVVUlIgDMrGnqqKGDPu07OSstmwSh6NmWXbNhtXcX/cMZ4MRlMGB7ksSpN+ncNyT9IFzEgBYK0kEKtHBAgZ0F6QFbMDPBEgQwGLBL3OUt/5ZXqZSWeqFK5UoOhwM3uKTzF4aPecMwTCJC0ZNSVqkadU+d1uP7f+xwO1AsLNPu/Vy3wW/2J2ZGwV1ISH31/veO7zmt6SoKj+m3dKfWbXCHVgObrdm7fUncWsO0VEVhZl3XRj326Cd9J2elZZMgFD1py5CSId/t+8gV6MRfysvz+M5Oc1yYHGhshc0QAOMiwv+HcREBjHwcUDMtaLBS7sHQEiUt0/J48oKDg4kIN7id+w6Mff9z27aJCEXPljI6unK3Wi3G9//Y4XagWPi9RseBbV74+kliZhTc8T2nxvX/8NzJC4qqoFAxs+m3qtWrNPDV++xIMfW3BSdOJiiK4nY5Rw5+5OM+X2al55AgFD2W7AxwfL1nQolSofg7fhOerLPWhSVhuVOV3G0kcyDx/yfA5OTAekaJ3nZYZzUkxqERbi6L4lZP/H4aM4hQDGwpa9Ws2jn6jncGfOJwO1As/F6jdc+mr04bScyMgtu34fC4/hOyU7OFIlAETL/lcGqdHmzTcUjblbu3LYlboyjK80MHfdz7y6z0HBKEoseSHS7903XjK9QoiytjM7y5mTrSReo8mbUXdjZgAgQQaZEUGC1D2vjVKgHBYUQg3IR+nDX3l9kLFEXgahAI+QhXyrZl7drVO1Zr8s6ATx1uHcXC8BqNOseOmz2amBkFt2vV/rF9P/B5/EIQigYzGz6z+m2VHnixp1rR8duSuF7tO0zo/WV2Rg4JQtFjZk1X3130Sq3G1VFAloRkXET4HwQQoArc3H6eM++3JSsURQHnA4PB4HxgMDgfAP4fYDAYDAaDwWAwAGYGwAyAmQEwA2AGwMwAGAxGPoZt2/Vvi+kU3fTdgZ853DqKhek369xR8405o4mZUXA7V+17vff7ps8kQShKlmEpqtJ5YNtuT3cqFVXywerDPdleEoSix8yqprwxa3Rs27q45cokn01NTkyBIBCIwACIGWAwgyVfJFnaLC8CS5ZSsmQpWdqSpbSlZCmlLS+yZT5bSrbl/7Jt27Jt25L2RdKyrSqVKoR7At/o/aEzwIFiYRpWzUbVxs0eTcyMgtu5ct/rfd43fSYJQhFjZtNvVa1XsVaT6JXT1luGBUIxYGZVU9+a+2K9FjG4MnwRhCD8TtqSBOXDvzP9hqprRISby89vz1783SqHUxOqUC4SQhFCUYQiFIWEIoRQhEIinyJIEAkSRCQoHwQRgUD/AwQiAoHygfIJITSHqjs1zaHpDk13aKqmKpqya+2+jQu2q5qKYmEaVs1G1cbNfoGYGQW3c+W+sX0/MLwGCUKxsExb2lJ3ariEmQEQETMTEa4YM4hwJZhZ09V3Fv4jpkk0rsD+LXvjZi43fEbbe9s1urOJL8+7bPrSfVv2RZaLvHdIz0M7Dp44cKJFl5ZV61Tbtmrb3g27+40Y4Apw4eYy6YUfpn84T9NURj4Gg3EJMy5hAIxLGPkYjD/DABj/ggECQP8DRATKByJiZkVV8H8YDAZARMxMRLhCDBD+luk36zSrOW72aGJmFNy+9YfG9ZuQnZ4jFIFixrCldAU4mdn0m85Ap9/jZ8m4AsxMRMxMRPg7zKw7tA9XjK1arxL+Tlpy2luPvVGncV1FU3as2vbK12M3LdmwbuHaXkPvCwgOlLacPWlW6ajSlmH2HHrfd+98ffeArre3boibzs9vz/7xzVlCESAUB8ZFhP8jpSQiV6DT8Jlg6C7dl+fDlWOA8NcMnxnbts642aOJmVFwR3edGNdvQvKZFEVVULyYuendDeq3ru3N9e1ee6Bei1pzv1yamphORKqmkCDLsIhI0RTLtAGomkLf4D0uAAARxklEQVREAGzLrtmoWqNOsfMmLsnOyBVC4C+xZGeAY8rOD8PLhuHvHNt35O0n3h79yQtBYUHjHn29/8iBK2bFlalUpsXdrSLKRmRnZH87/uuylcv5vX5VU6rWrtblwW64GS2YsvyLkd8xMxGh2LFkd4i744DWZSpFnj914cCm+Ead6s/4cL4nx0NEiqaC2bJsRREkyDJtIYSqKbiEJXd8sI20ZdzPa0kQLs/vNVr0aDR25mhiZhTcuZPJr93/z1MHElRdRTGStqxYq/x9z3b77fPFPo/fHexq1bPp8p/W1G0ZExQasH7u1ozkzLa9m0tbbl644/b29QKC3atnbkw/nyEUke++Z7vWaFRt4VfLd8TtVXUVf0lKGRQW+MPBT12BTvydzLTMd58YD8Ad5D6272j/5waumLnc7zOCSwTnZGQ/+vKQ7Izsc6eS0pPTcrNy691xm2maze9qGVwiGDeX9fO2vvPQp7ZtExGKnW3ZnR5sW7Zq6YVTlruD3Q63fsfdDVb8sq5R51hFFWtmb3IFuu7o0uDorpNJJ5Jb3tP43MkLG+ZttS2bSISWDH5kbF9FEV+9/HN2eq4QhMvwe41OD7YZPeVJYmYUnOEzXun17o64fbpTQzGyTLvN/c3KVSv9w7iZQojQUiG9R3Rb8v0qh1OPaRodEhEcv/1og/a3zZwwv1zV0q163TH3i8WZqTnBEUHeHJ/DrbfudcepAwkVYyrM/mg+M0D4C9KSFWPKf7zmTafbgSuQkZJxeOfBlMSUZTOWDhgx8Ncps5vf3ar9fR1e7D2qba/29w7ueWRP/JxJs6rVrX5wx0FBFF2/Ru8n++LmcmzPyZHtXzf8JhGheDGzUMTDr/XeEbd369LdYFSpW7F9vxaLvlkRVCKoUYfb/F7D6XZkpGavmbmx88PtCFg5YwMzB4UFpiWl12leM7RkSGCI++yxc1sW71Q1FZdhmlaf57oPfrM/MTOuyviHPlkxdZ3DpaMYWabd8p7G0bdXnTzmR4BKlg/v+VSXzYt21GteS3WoTpc+/cN5dz7QMig0YNlPa2Lb1CldKXLTwu2VYipcOJsWGBrQrnfzpBPnK9YqP+GJyWnnM4QQuDzLsFr2bPrCN8N1h4a/Yxpm/K7DmkNbOnVJZkrG0++NmPTaF7ZlN7u7xbRPfnnkpUHV60VPem1im3vbGl7/+kXrg8OCwkqGDRj5EG4ueVl5D9d9NicjVwiB4sUMEvTwq70PbIpfPWujqqlV61Vse3+zHSv3xTSJDi0ZknEhc9uy3W17N0+ITzq05Ui7vi2yUrKP7D5R7bbKBzbF3/lAy4Bgt+7SMlOyp7z8MwAiwh8wM4Ch7wy854m7iJlxVb55deq09+eqmoJixJIjypV4+LU+BzbFe3K8eVmeeq1iEo+eq1wnKulEcmSFiHmTlparVqZ1r6brfttieM2W9zZZ9+vmPWsPuYKc/V7ouWP5nsPbj/V6psv5kxfiflmnagouz+/1Dxk/sO+oHrgCfq9v2ie/nDhwIqJsyR6P9oiKrnR075E5k2d7cvIatm18V/+7tyzfdD7hfK+h92elZ837+lef19f1oe5lKpbFzcXv9Y+++63DW48oqoJiZ1v2HV0aNu/ReMvinZpDTU1Mb3BnvbRzGeFlwkzDlDZvWbyzcp2omo2qxU1dF1k+vMGd9b56+WdPtqdynYodB7Se8fF8VVP7jrrnt88XnT54VtEU/AEza7r6/pLXohtWJWbGVVk/d+s7D31iS0lEKEbSlhVrla/TvKbPYxzcfFh3OrLTsmOaRFumff50ij/PX7NJ9ezU7LPHztVsUNXvM/etP+TJ8WpOrWKNcglHz3lzfaWiIlyBzoT4JBKEy2EYhvnatJEt72mCK+b3+hwuJ37HLC3D1hwaAMNvaLpGRLipSVt++uzX879arjs0FDtmVhSlTotaUTXKnT+dfGTH8eDwIE+Wt2bj6n6fcf5EckCIu2y10qf2nwGoUp2opOPn43ccZ1uGlQ4NCg1IiE8CoVJMhcyU7MwLWSQIfyBtGRYZ8vWeCe4gFzEzrkrmhazBtz+Xl+UlQShelmkzMwAhiBlCkJSSGUQQQvAlJAQkM1hRFBIEhmVaiqYQkW1LMCuqgsuTlgwvV+L1aSOr314FtxTEsp/WvPfoZ7pLx38CM1umTQADiiKkZCFISsmSSQgiXMQAIR8zVE0BIPPZrGoKAMu0hCLy4c9YhtWoU/3Xpo3UnToxM66K4fW/2HX8gU3xiqbgpmP4jIYd6r8x63ndqeOWgji09ejrvd/PSs0WisBNx+/xDxk/oO+oe0AgZsbVYcyYMG/Siz84XA4UL8u0WUqhCEVVANiWTURCEbZlA1BUxbYlAUIRuFqmYfUe0W3I+AG4pYC8eb7Xe7+/I26P7tRR/BgMxkVEBGYGQEQAmJmIADAzEaHgWLLDpb8+c3T91jEAiJlxtfatP/Tqfe/58vwkCMWDQQrd3q5uxVoV9m84FL/jOIA6zWt6sr0n95+p37q24TP3bTgUfXtVVVcPbTkiFIGCY8mqrr676B8xTaJxS8FNHvPTzAnzNU0FoZgpqqKogiXbli0lK5qiKMK2bNOwNV2xTBsMVVfBbNsSBWT6zbotYsbOfD4oLAAAMTOuVl62d2yf93eu3Ks7dRQL25Y1G1Vre3+zVTM2dBrY5ruxM0Iig4e81X/vukPbl+9pe38zZt6yZFe9FrVWzlifcjZNCIGCsy07OrbKhyvGag4NtxTcsd0nR3Yca3gNEoRixIwmd8XWalzd4dITj53bvfpgh4GtmLF9+Z68zLwmnWMP7zgev+1YhwGtNi3cceFMqlAECsI0rN7PdR/yVn9cQsyMazBzwrwpL/8iVEFEKHrSlqWiSvYe2T0nPTc3M2/BlOUdB7ZxB7nysj07V+zt8Xhnv9fwe41DW4/uWrWfWRIRCs7vNYa991Cvp7uQINxScKZpvdrzve1xezRdRfEKCQ9yBjhb9brD7/Uf332qYYfbVk5fn5qY3q5vC4db1516amJa5oWszYt3qpqKgmDJulP7YPnYavUr4RJiZlyDjOTMJ5q9lJGcKRSBoieljCgX3mNop4AQd/KZlHMnkqvVr5x8OjWyYsTPb80KiQyp16JWmcqRDDJ9xuLvVuZk5AohUBC2aZeuFPnGnBcq1iyHW67Wyunr33nkU1VVQIRiZFu2K9D50Cu9F34dJxTRYUDr7NSc/RsPq7oa27auEOTz+A9tPXr60NmslGwShCtm+M229zV78dunFE3BJcTMuAYsedKLP8z8aIHDpaPoWabV/oFWkRUj5n+57KHX+pw/lezzGBVjygeXCPx8xLeBoQHNuzdKPpNSqmKkw6VvnL/txL4zqqagIAy/ec/jnYd/9ChuuQZpSemv9Hrv6K6TmkNFMbJMq2mXhjUbVv1p/CxmaA4tpkn1Nvc3/2LUd0GhgW37NBNC0Zxqdnru4q9X2LZNRLgCLFko4pWfRzTt0gC/I2bGtTmx7/Q/7n037Vy6oiooYiy5VMWS7fu3guT0lKyVv6zz5vmjG1SJKBO2ccH2O7o2TElMv3A6pfPDbXMy8lbN3GB4DSLCFZNSBgS731/6WuU6Ubjl2syfvOyzEd8qqkBxkVK6A12PvNF35bT1BzbGl48uG1EmrHTlUqUrR874cO6dfVudPZpYKqpk2SqlczLy5k5aYps2EeEKGH6zYYf6r/z0bECIG78jZsa1YcbkF3+Y+dEC3aGBUNSkLYnI4da9uT6hCCKyLcksNV0TgizLBsMyLRBpmgpCgfi9Rq+nuzzx/sO45ZrlZuWN6jj2xL7TqqaiWDCzM8BZIbrsyQNnTL9VpnKpGg2qSmkf2BjvyfVVrl0hfsfx4BJB1WMrnz509kJCKhHhCjCzEPTqtJFNOt+Of0HMjGt2ISH1uTtfS01MF6pA0WMGmEkQ/h0zExGulmVYZaqUevO3FytUL4tbCkPcL2vfHzqRLkGxYGbbtBVNISJpS76ESCiqsG2pCCGltExLURVFVXBlDJ9x5wOtRk95QlEV/AtiZhSGeZOWfv7cd0KhfLgBMbNt2kPGD7h/RDfcUkg8Od73Bn+x/tfNukvHjcm27OCI4LEzRsU0ica/I2ZGYfDkeN955NNN87drTg03IMNvNu5U//Xpo3SnjlsKz6mDCS92eTMzJVsoAjcchmVaj70z8L5nuuIPiJlRSI7vOTXmnrczk7MUTcENxTLtsFLBr04dWbtpDdxS2H79bNHE0T8oqiAi3FBMn9n4rthXfh7hDHDiD4iZUXiW/7zm4+FTLMsSQuAGwcwAPf3xoLseaYdbioDhMz95ZsqS71bpTg03Dsu0SleMfGPW85VqR+HPEDOj8Jh+c8o/fpnz6UJN10C4ATAMv9FzeJdh7z9ERLilaKQlpb/e54PD245qDg03AmlL3aW/+O1Tzbo2xGUQM6NQ+Tz+dwd9vv7XLZpDxXXP8Jkt723y7OdDQsKDcUtROrbn1Lh+H547kazqKq5vUrKiiCHj+9/zxF24PGJmFLaM5My3H/lsR9xuh8uB65jhM29rVfvFb4eXLB+OW4re3nWH3nrwo4zkTFVTcb2SkqUt7x/R9aFX++gODZdHzIwikJqY/s6gT/esOaDpGq5Lhs+s27LWqC+HlatWGrcUl52r9r036PP0cxmqruL6I6UURPcOv/uRsQ+omoK/RMyMopGWlD7hycmbFu7QnRoR4brBzKbfur1d3RETh5apFIlbitf2uD0fPv5lSmK6pqu4ntiWTUR9Rvbo/1JP3anj7xAzo8jkZuZ9+uzXq2dtIoIQAtcBlmyZ1p19Ww55e0B4mTDc8p8Qv+P4x09NObLzuK5rIFwPLNMOCHH3e+He+57uSoJwBYiZUZR8eb6ZE+ZP/2Ce32douor/KMuwHG6911Nde4/s7g5y4Zb/nKQTyZ8+M2X78j2KqghF4D+HmU2/Vbpy5FMfPdqk8+24YsTMKHrr52799rVppw8laA6NiFDsmNn0W+Wqlx48rn/Le5vgluuAJ9vz6xeLZ328IDfTo+kq/hOkLfM17hQ7+M3+lWpXQEEQM6NYJB0//9M7c1bP2GD4TU1XiQjFxfRbqq607dOi76juUTXK45brybalu797Y8aRnceIhKopKC5SsuU3w8uWuO/Zrl0evdMd7EYBETOjuEjmDb9tmfXxgkNbjxFBKAoRihDDllJads3G1Xo93bVVrzsEEW65/uRleX6buGTpD6uSjp/XdI0EoSgxs2VYzkBn4471+73Yq2q9irgqxMwoXtlpOatnbfr180XnTiRbpq05VCJCoWLJpmkJIcpVLd1taMe2vZuFRYbiluvbmfjEuV8sWT1rY3ZaLhFUXUVhs21pm5bDpddtEdPzqS6xbetouoqrRcyM/4ScjNy1szetnL7h8LZjfq9f1VQSlA/XgPNJtkzL4XLENI2+o2vD9g+0DA4Pwi03jrNHkxZ/u3Lrkl0nDySQIFVVQPlw9RgMlpItw4ooV6J20xod+rdq2KG+5lBxbYiZ8Z+Tl+U5sDl+25JdmxfvTD+fYfgtllJRFaEIIsIVYGZpS9uyiUh36mGRIY06xza5K7Zeixh3kAu33JjOn7qwe82BTQu3799w2JPtNfwmCVJURREChCsh89nStqSqKbrLUaZSZKteTRp3rB99e1UQoTAQM+M/jZk92Z496w7tXXfw1IGEcyeTU5PSvbk+IYhIkCAiXEIggPOB80kpbelwO0uWL1Guaply1Urf3q7ebS1ruYPdJAi33Pgs08pIztq8eOfBzfHJp1POnUxOTUq3TSkUQYIEEQggQj4G+H9JyQBCwoMiyoeXrhhRo2G1xp1uj6pZzuHSUaiImXE9Mf3mmfikzAtZ6cmZZ48mpSalZyRn5aTnWJYtbWaWTrczMDQgKCygTJVS5aqWDi0ZElYqtFJMBVVTcMvNKzczL+FIUsb5zPTzGckJacmnktOSM315ftMw2WahiMCwgOASQaERwRHlw8tXLxtaMjiifIlyVUqjyBAz4zpmWbblt5glEYEIYGYQSNGEpmu45b+V6TcsUxKBiBgXsWShCM2hCiFQLP4fBHIg55CZR20AAAAASUVORK5CYII=" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure consists of four side-by-side bar charts, each comparing YE 2025 (grey bars) to YE 2026 (colored bars). The first chart, labeled '<10% Legacy Office', shows a decrease from 21% to <10%. The second, labeled '~0% Watch List', shows a decrease from 13% to ~0%. The third, labeled '100% Modified Life Science', shows an increase from 19% to ~100%. The fourth, labeled '~50% New Originations(2)', shows an increase from 19% to ~50%. Diagonal arrows connect the top of the 2025 bars to the 2026 bars to visually represent the trend.\n\n| Category | YE 2025 | YE 2026 | Change |\n| --- | --- | --- | --- |\n| Legacy Office | 21% | <10% | Decrease |\n| Watch List | 13% | ~0% | Decrease |\n| Modified Life Science | 19% | ~100% | Increase |\n| New Originations(2) | 19% | ~50% | Increase |" }, "classification": { "predictions": [ { "confidence": 0.9913882613182068, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.008430191315710545, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 9.751918696565554e-05, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 2.7683714506565593e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 1.1929872016480658e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.1384127901692409e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 1.0996835044352338e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 4.991275091015268e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 3.683671366161434e-06, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 2.5473934783803998e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 2.5255117179767694e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 1.6641288311802782e-06, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.379924469802063e-06, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 1.0584062692942098e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 9.838785217652912e-07, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 8.105545248326962e-07, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 5.858769895894511e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 4.2595416971380473e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 4.255014971477067e-07, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 2.863446297851624e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 2.7462957064017246e-07, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 1.7930236140273337e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.6332020891240973e-07, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.001742120365634e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 3.22356221715836e-08, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.975280561339332e-08, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" } ] }, "quber__figure_job_id": "parse-01m38pm45sha491j09jvhbtaqy", "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)(1)" }, { "marker": "2", "kind": "footnote", "label": "New Originations(2)" } ], "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" } ] }, "label": "picture", "prov": [ { "page_no": 8, "bbox": { "l": 58.9968, "t": 424.359, "r": 666.7488, "b": 163.5174, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 609.0, "height": 262.0 }, "uri": 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Weighted average is weighted by current principal amount" }, { "marker": "(3)", "text": "The other assets in the portfolio are located in San Jose and San Francisco" } ] }, "label": "picture", "prov": [ { "page_no": 9, "bbox": { "l": 120.98770904541016, "t": 202.02035522460938, "r": 558.5995483398438, "b": 63.631622314453125, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 438.0, "height": 138.0 }, "uri": 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"parent": { "$ref": "#/body" }, "children": [ { "$ref": "#/texts/109" } ], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure consists of two pie charts, stacked vertically, representing 'Development Status' and 'Metropolitan Statistical Area'.\n\n| Category | Percentage |\n| --- | --- |\n| Completed | 68% |\n| In Process | 20% |\n| N/A | 12% |\n\n| Category | Percentage |\n| --- | --- |\n| Boston | 56% |\n| San Francisco | 44% |" }, "classification": { "predictions": [ { "confidence": 0.9965546131134033, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.000981270452030003, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0009447600459679961, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0008195776608772576, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.00014895990898367018, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.00012733817857224494, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.00010045295493910089, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 7.054576417431235e-05, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 5.62166387680918e-05, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 3.450420263106935e-05, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 3.245010520913638e-05, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 3.111279147560708e-05, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 2.4029312044149265e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 1.8747519789030775e-05, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 1.7998891053139232e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 1.4974576515669469e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 1.2102117580070626e-05, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 3.940032456739573e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.3293063148012152e-06, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 1.3037506505497731e-06, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 1.2235930171300424e-06, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.221183310917695e-06, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 7.796232353030064e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 2.9580550631180813e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 2.1655985449342552e-07, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 6.10729102845653e-08, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__figure_job_id": "parse-01m38pm5xxhs9z4fc1aamtzab1", "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": "Development Status" }, { "marker": "(3)", "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": "Based on committed principal" } ] }, "label": "picture", "prov": [ { "page_no": 10, "bbox": { "l": 590.3304443359375, "t": 445.4784851074219, "r": 716.4521484375, "b": 253.68716430664062, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 126.0, "height": 191.0 }, "uri": 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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": "The figure presents two grouped bar charts comparing Loan-to-Value (LTV) distributions for 1Q '26 and 2Q '26. Each chart displays the percentage of loans within specific LTV ranges (0-60%, 60-65%, 65-70%, 70-75%, 75-80%) and includes a calculated Weighted Average LTV. The charts are vertically stacked, with 1Q '26 at the top and 2Q '26 at the bottom.\n\n| Quarter | 0 - 60% | 60 - 65% | 65 - 70% | 70 - 75% | 75 - 80% | Weighted Average LTV |\n| --- | --- | --- | --- | --- | --- | --- |\n| 1Q '26 | 24% | 15% | 16% | 37% | 8% | 66% |\n| 2Q '26 | 24% | 11% | 16% | 39% | 10% | 66% |" }, "classification": { "predictions": [ { "confidence": 0.9982306361198425, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0007880655466578901, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.0004849554970860481, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00016488294932059944, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 5.1788552809739485e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 5.0121190724894404e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 4.6873388782842085e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 4.672213981393725e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 3.103736889897846e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 2.2347448975779116e-05, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 1.741272717481479e-05, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 1.688042357272934e-05, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.2260360563232098e-05, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 1.0958373422909062e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 7.106689281499712e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 6.995016065047821e-06, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 2.1641005787387257e-06, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 1.9683532173075946e-06, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 1.5900797052381677e-06, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.1336098850733833e-06, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 1.0326684787287377e-06, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.0211214203081909e-06, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 8.077858524302428e-07, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 5.387751116359141e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 5.156849738341407e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 2.2401688681839005e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" } ] }, "quber__figure_job_id": "parse-01m38pm66cnvc3k2pxf9h6cj8f", "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-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 held-for-investment" }, { "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": 25.2144, "t": 444.2904, "r": 354.6144, "b": 74.80079999999998, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 330.0, "height": 371.0 }, "uri": 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" 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9995796084403992 }, { "class_name": "bar_chart", "confidence": 0.00015743028779979795 }, { "class_name": "table", "confidence": 0.00012725552369374782 }, { "class_name": "line_chart", "confidence": 4.904771412839182e-05 }, { "class_name": "flow_chart", "confidence": 3.7545483792200685e-05 }, { "class_name": "calendar", "confidence": 1.6492000213474967e-05 }, { "class_name": "other", "confidence": 5.835131560161244e-06 }, { "class_name": "full_page_image", "confidence": 5.454477104649413e-06 }, { "class_name": "icon", "confidence": 3.2200357509282185e-06 }, { "class_name": "engineering_drawing", "confidence": 3.218000529159326e-06 }, { "class_name": "logo", "confidence": 2.9630543849634705e-06 }, { "class_name": "page_thumbnail", "confidence": 2.458253447912284e-06 }, { "class_name": "geographical_map", "confidence": 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"#/pictures/23", "parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A pie chart titled \"Location\" showing the percentage distribution of different states. The chart is divided into six segments, with the largest segment representing California (CA) at 35% (dark purple), followed by Massachusetts (MA) at 20% (dark grey), Washington (WA) at 15% (light blue), Oregon (OR) at 14% (medium purple), North Carolina (NC) at 11% (dark blue), and Pennsylvania (PA) at 5% (light purple).\n\n| Location | Percentage |\n| --- | --- |\n| CA | 35% |\n| MA | 20% |\n| WA | 15% |\n| OR | 14% |\n| NC | 11% |\n| PA | 5% |" }, "classification": { "predictions": [ { "confidence": 0.9992393255233765, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.0004902884247712791, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0001230622874572873, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 5.2051229431526735e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 2.6707373763201758e-05, "created_by": 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1.3043402304901974e-06, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 1.273853058592067e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 1.0653828894646722e-06, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 7.655880835955031e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 5.674093017660198e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 5.304586352394836e-07, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 4.4162493395560887e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.5806713804522587e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 7.019661296681079e-08, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 6.074211000850482e-08, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 5.464478647354554e-08, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" }, { "confidence": 1.2954319394964386e-08, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.098641089214425e-08, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" } ] }, "quber__figure_job_id": "parse-01m38pmeps1c4k586aav8e9z2k", "quber__figure_model": "dpt-3-pro-20260710", "quber__figure_version": "dpt-3-pro-20260710", "quber__figure_chunk_id": "figure-1", "quber__read_by": [ { "reader": "ade", "produced": [] } ] }, "label": "picture", "prov": [ { "page_no": 15, "bbox": { "l": 437.9002685546875, "t": 234.4793701171875, "r": 607.2308349609375, "b": 92.48233032226562, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { 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" 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A highlighted arc section on the right side of the pie chart is labeled 'Non-Mark-to-Market 79%'.\n\n| Category | Value |\n| --- | --- |\n| Debt-To-Equity Ratio(3) | 2.6x |\n| Total Leverage Ratio(4) | 4.3x |\n\n| Category | Percentage |\n| --- | --- |\n| Term Credit Facilities | 21% |\n| Term Lending Agreements | 20% |\n| Collateralized Loan Obligations | 15% |\n| Secured Term Loan | 15% |\n| Term Loan Facility | 12% |\n| Asset Specific | 9% |\n| Revolver | 8% |" }, "classification": { "predictions": [ { "confidence": 0.542952299118042, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.38545429706573486, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.03263797238469124, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 0.016635453328490257, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.0048011839389801025, "created_by": 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"class_name": "photograph" }, { "confidence": 2.0459121515159495e-05, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.7169915736303665e-05, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.6717480320949107e-05, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 1.0025568371929694e-05, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" } ] }, "quber__figure_job_id": "parse-01m38pmf3ay1dq29yxstq179d7", "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 (including cash held by servicer); 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 (including cash held by servicer); 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": 479.079833984375, "t": 452.1914596557617, "r": 693.5144653320312, "b": 91.53494262695312, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 215.0, "height": 360.0 }, "uri": 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" 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The largest segment is 'Multifamily' at 49% (purple), followed by 'Life Science' at 18% (dark grey), 'Office' at 16% (teal), 'Industrial' at 11% (light blue), and the smallest segment is 'Hospitality' at 6% (green).\n\n| Property Type | Percentage |\n| --- | --- |\n| Multifamily | 49% |\n| Life Science | 18% |\n| Office | 16% |\n| Industrial | 11% |\n| Hospitality | 6% |" }, "classification": { "predictions": [ { "confidence": 0.9993776679039001, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.00030408348538912833, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 7.738883869023994e-05, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 6.704941915813833e-05, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 5.713101563742384e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 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"coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 107.0, "height": 139.0 }, "uri": 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" }, "annotations": [ { "kind": "classification", "provenance": "DocumentPictureClassifier", "predicted_classes": [ { "class_name": "pie_chart", "confidence": 0.9993776679039001 }, { "class_name": "bar_chart", "confidence": 0.00030408348538912833 }, { "class_name": "table", "confidence": 7.738883869023994e-05 }, { "class_name": "flow_chart", "confidence": 6.704941915813833e-05 }, { "class_name": "line_chart", "confidence": 5.713101563742384e-05 }, { "class_name": "logo", "confidence": 4.44934303232003e-05 }, { "class_name": "calendar", "confidence": 2.501156814105343e-05 }, { "class_name": "other", "confidence": 1.0794224181154277e-05 }, { "class_name": "icon", "confidence": 9.861883881967515e-06 }, { "class_name": "full_page_image", "confidence": 6.919914994796272e-06 }, { "class_name": "geographical_map", "confidence": 6.04629167355597e-06 }, { "class_name": "page_thumbnail", "confidence": 3.5677101095643593e-06 }, { "class_name": "engineering_drawing", "confidence": 2.638466185089783e-06 }, { "class_name": "scatter_plot", "confidence": 1.876581563919899e-06 }, { "class_name": "chemistry_structure", "confidence": 1.2778392601831001e-06 }, { "class_name": "music", "confidence": 1.1311306025163503e-06 }, { "class_name": "screenshot_from_computer", "confidence": 8.548698247068387e-07 }, { "class_name": "photograph", "confidence": 6.717691576341167e-07 }, { "class_name": "screenshot_from_manual", "confidence": 6.180098921504396e-07 }, { "class_name": "stamp", "confidence": 3.427182946325047e-07 }, { "class_name": "topographical_map", "confidence": 2.2387405351764755e-07 }, { "class_name": "bar_code", "confidence": 1.9033639375720668e-07 }, { "class_name": "crossword_puzzle", "confidence": 1.0342254341821899e-07 }, { "class_name": "signature", "confidence": 6.151354625671956e-08 }, { "class_name": "qr_code", "confidence": 3.640541379468232e-08 }, { "class_name": "box_plot", "confidence": 1.5745460046900916e-08 } ] } ] }, { "self_ref": "#/pictures/29", "parent": { "$ref": "#/body" }, "children": [ { "$ref": "#/texts/142" }, { "$ref": "#/texts/143" }, { "$ref": "#/texts/144" } ], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "This waterfall chart titled 'Sources of Available Liquidity' illustrates the composition of total liquidity in millions of dollars. The y-axis represents the dollar amount ranging from $0 to $800. The chart breaks down liquidity into three main components: 'Cash & Loan Principal Repayments Held by a Servicer' (which is further split into a $255 dark gray segment and an $83 dark blue segment, totaling $338), 'Undrawn Corporate Revolver' ($350, light blue), and 'Approved and Undrawn Credit Capacity' ($34, light purple). These segments cumulatively build up to the 'Total Available Liquidity' bar on the far right, which reaches a total value of $722.\n\n| Category | Value ($ Millions) |\n| --- | --- |\n| Cash & Loan Principal Repayments Held by a Servicer (Base) | 255 |\n| Cash & Loan Principal Repayments Held by a Servicer (Top) | 83 |\n| Undrawn Corporate Revolver | 350 |\n| Approved and Undrawn Credit Capacity | 34 |\n| Total Available Liquidity | 722 |" }, "classification": { "predictions": [ { "confidence": 0.997043788433075, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0019946438260376453, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0007030284614302218, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00013416253204923123, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 3.089799065492116e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 2.0433215468074195e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 1.4787485270062461e-05, "created_by": "DocumentPictureClassifier", "class_name": "box_plot" }, { "confidence": 1.2665836948144715e-05, "created_by": "DocumentPictureClassifier", "class_name": "scatter_plot" }, { "confidence": 1.0336244486097712e-05, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 7.711240868957248e-06, "created_by": "DocumentPictureClassifier", "class_name": "engineering_drawing" }, { "confidence": 7.364120847341837e-06, "created_by": "DocumentPictureClassifier", "class_name": "geographical_map" }, { "confidence": 7.354035460593877e-06, "created_by": "DocumentPictureClassifier", "class_name": "flow_chart" }, { "confidence": 4.181245458312333e-06, "created_by": "DocumentPictureClassifier", "class_name": "other" }, { "confidence": 3.908209691871889e-06, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_manual" }, { "confidence": 1.8090579487761715e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 5.54263408503175e-07, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 5.258922897155571e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 4.911700557386212e-07, "created_by": "DocumentPictureClassifier", "class_name": "logo" }, { "confidence": 3.2499769986316096e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 2.2012579847796587e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 1.9174004250999133e-07, "created_by": "DocumentPictureClassifier", "class_name": "stamp" }, { "confidence": 1.7123170437116642e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 1.6433382654668094e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 1.285465032196953e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 6.661879581315588e-08, "created_by": "DocumentPictureClassifier", "class_name": "photograph" }, { "confidence": 5.763133614777871e-08, "created_by": "DocumentPictureClassifier", "class_name": "crossword_puzzle" } ] }, "quber__figure_job_id": "parse-01m38pmjrq199wea9bkmab3yge", "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": "Cash & Loan Principal Repayments Held by a Servicer" }, { "marker": "(3)", "kind": "footnote", "label": "Approved and Undrawn Credit Capacity" }, { "marker": "(1)", "kind": "footnote", "label": "unencumbered assets" } ], "quber__footnotes": [ { "marker": "(1)", "text": "Unencumbered assets includes $181 million of unencumbered senior loans, $360 million of real estate owned assets, and $85 million of CMBS investments" }, { "marker": "(2)", "text": "Loan principal repayments held by a servicer of $255 million received in July 2026" }, { "marker": "(3)", "text": "Represents under-levered amounts on financing facilities. While these amounts were previously contractually approved and/or drawn, in certain cases, the lender's consent is required for us to (re)borrow these amounts" } ] }, "label": "picture", "prov": [ { "page_no": 18, "bbox": { "l": 42.445228576660156, "t": 429.9961700439453, "r": 682.0280151367188, "b": 84.06692504882812, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [ { "$ref": "#/texts/142" }, { "$ref": "#/texts/143" }, { "$ref": "#/texts/144" } ], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 640.0, "height": 346.0 }, "uri": 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tcUzMwNFYWQiCqrKmdMmeXThhNKYCyJSEl6qvtP913aqbtn7/b9YyaOklLOuuDRgr9MHD/l9LeemN+5Z6ezLhv75F9e/KF62+NLivfu2Fe7afdp5we2rtlx7yXhGS/cmNEl/VYj1BKzrg5dfPFtecsjKxQFv1m6BgCvf/SKD15euvmbrVm+7l9UrRo5fhgQdMnqfM7U8Q9PnfPZ/K8QceDI/kUVt+2p2We+9fl51wXjVvyuSQ+ekRe4+R/XFE0Jr1yw2uXWbCt+5oWn3Vl6c8ndr6344GtFUfJunHD+tLPvnPRA/Z6GxxcXtfe0W/LGJ49e+0/jkjNufW7aO099oLfT86ad/fyd875duuaxBaH3nvngm2VrZi8suveS2YNG+fJvnjjvgbdOOmNwINd/9wWPpLZPuef1W7et27H5661nXjjmiw+/fqFw3v3v3rlt3c5n75j7+OJ7mw6LqhcXpXdq33S4ackbn0op47Zz6jkj731zxp6avbu21O2p2bv+y+/veOGGJ6eXNB+N3VX2l2/NtbGmllPPOXnlR9/Ovv65O0tuGnp6zmfRr4afkZPZq8vtwaJBp/im3ndp4YT7uvTqPLPslm8/XtvS1DJmUuDLD79545F3H4jeWfn8wtLQG4Wlf/nDhWPeL1ny7j8/cLtd971T2L1f14rZ0ZdD5YqqAGNJB0Gpba4pmJkbKgohEVVWVc6YMsunDSeUwFgyISCg0yYFzrs2t12HtP07D7z7zIffLV/ftXfnKbdNHuDvF7fin7y38sPSJSTl+dPOHnvB72q31O3ctFvVlOhzH5071Uhpn1Lx2HtWi92pu2fKbXlDf5fd2ND0+iPvblq15cK/TjrFOAkV3F97cN79b+WcOnDCleNRgZUffVv5wqJYUwwRCWj0hJHnXxdMy0jbu2P/20++v/Gr7/1jh+b+cew7T3+wbd1OVVOduDNuyunDTs9545F367bvB4CcUb4L/jpp+Tufr/xo9SV3TPYO61v1wsJVS77r0rPjJbdPHjjSu3XNdicuVy1avW3dzkvumLxqYfX2DTsvK7zg3Wc+iDW3XD1rSqceHdd/uTkl1f1+yRJ3ivusy8c2NTSNHD98f+3B1x6K1G3bd/GMyQf3HHrv6Q9H5Z40+aZzPZkZLc3WsorPFr32MRFJR/bJ6XXh9PM6dM7QXGrdtn0fv/2FcdnvF7++/Ptvt158a97Jxkm7ftgz6JQBtd/vufeS8NAxgy6/swAVXPnRt117Z0afW9C9T5exF455c/b8g3WHLrr1/MBZI3Zu3rVn677mxtjnVV9dNH3SN0vXLH9nxchxwy4rLJBSPn/nvB0bds146cbTzw8UTQl/veQ7l1sDxpIOglLbXFMwMzdUFEIiqqyqnDFllk8bTiiBsaQTt+Iu3ZWantp0uMmJS82lSkdKSekd29lWvPlos8vtIiDpyLSM1BZhWc0WILp0zW6JA5A7xQ0AUkqS1N7TLiZa4lZcUZW47bTLSNVc2tFDTYggpUxrn6qoSmNDk+pSERGOiVtxd4ortX3K0UNNJEl1qU7csa24W3cpqgLHxO24YzuuFLeiIAA4jrRjtubWNJdqxSzpSJfuUjVVSgKAdumpTUeE1WK7XJqiKlbMUl2aoipWzHLrLgBQNVVPdTc2NMXjjlt3AYDVYmuamtYhzY7ZcTuuaqoVsxDRpbvidlzTtHaetFhTS4to0dwaHCMdabXYQAQAqCiaS7WtuMutKaoiJaWlp8St+GMLQuKwuOeix6yYlZKmA6I42kySXLqLpLStuDvFjQjSke0y0pobY1aLrSiouTQrZqkuVXNrju3oabqiKM2Nsfaedve8/rd2HdLuzn/k0L7DqqYAY0kHQaltrimYmRsqCiERVVZVzpgyy6cNJ5TAWDKiH0lCBX8E/yIdiT9SEP5FSonHwH+JQEqJCv4IjpGSgAgVBRF+JCUBkKIo8HP0I0mo4I/gt6FjEBVE+DV0jKIo8HNSSjwGfo5+JAl/pCD8OwgcKV1u9a9zrm060vzizFelI4HgR6gg/BKBJInHwC+QJAKQjtNvSO+bn7hm5Uffvv1UFR4DjCUdBKW2uaZgZm6oKIREVFlVOWPKLJ82nFACY4z9e9p72pGkpiMCfjMCcrlc7T3tGg832S02IkLCQQBCQIIfETD2/wRBqW2uKZiZGyoKIRFVVlXOmDLLpw0nlMAYY/8e6UhAUBQFjgcikpIUBX8EiSeONgJKdIhAA5dCCjD2P4eg1DbXFMzMDRWFkIgqqypnTJnl04YTSmCMMfZzBNDoqldIbVYbU5x2LtJTnDQCAsb+hxCU2uaagpm5oaIQElFlVeWMKbN82nBCCYwxxn6OgI66DgJAi9qcGm+vkTvVaU9AwNj/EIJS21xTMDM3VBRCIqqsqpwxZZZPG04ogTHG2C80aQ1umQpAltLilrpbphIQMPY/hKDUNtcUzMwNFYWQiCqrKmdMmeXThhNKYIwx9gsEhIAIKEEiIDD2/wRBqW2uKZiZGyoKIRFVVlUWTgkNcI0glMAYY4yx/wwEZaf4YfJMI1QUQiJ6L/reNZOndYU+AASMMcYY+89AwIOw99q7rnjgwQeQiLZt21b5fqUjHQTGGGOM/Wf9bvSYU089FYkIGGOMMda2kIiAMcYYY20LiQgYY4wx1raQiIAxxhhjbQuJCP5FSonHNDQ0ZGR0UBSE/yfxeFxRFCJSVRX+DY7jKIqCiMAYY4ydGJCI4Jh4PL569eqcnJz9+w8sXLgoGMzt378fABw5cmT//gM+nxd+rra2NhaLDRgwAABisdj3328ZMMC3Z09dhw4Zmzd/37dvnz179mRl9ZJS9uzZA/5bO3fuPHr06JAhQ4Axxhg7MSARwTF79+5dvbo6J2fQt9+uHjXqFMuy+vfvj4iNjU319Qe7det2+PCRo0eP9u7dy+12A8CHH360YcOGP//5moyMDqtWrVq2zLziij86jnS7XStWrBgyZMiWLT+MGjVKSiczM3Pbtm0A0K9fv8bGxqNHj1qW1adPH8dxtm/fnp6e7na7P//8C8MYr+s6MMYYYycAJCI4prq6urk55vP5FixYcNppY/r374+IALBnz54fftjaoUPG6tXf9enTW9O0008/DQA+/nh5TU2N3+8fMmTwhx9+1NLSctppp23fvr1Xr6z169cPGjSopmZbjx49iMiyrKNHj8TjTocOGfv3H7AsS9fdffr0jcWa6+vrs7MHZWX1rKysHDNmTNeuXYExxhg7ASARwTGffvpZu3ZpI0eOPHiwfuXKlbZtnX322bqu19bWbtiwsUuXLvF4PCdn0KeffnbOORMAYPny5YjKkSNHevXKOnz4iBBi2LChGzdu8nq9mzZtHDRoUE3Nts6dOzc3iz179k6YEIzH40uWLFVV9ZRTTrFta+vWrVlZWT/8sHX48OG9e/eaP7/S7x/Rp08fYIwxxk4ASERwzMqVX0kpA4FRtm1LKauq3h837g+ZmZk7d+5cv35DZmYmAAwcOODTTz8755wJALBkyZJevXpt2fJDbW3txIkT16xZM3To0I0bN/p8vg0b1g8ePPiHH7Z27ZoZi7XU1dWNGjUqHrc3bNggJZ188sktLbHNm783jPHff79l9erVBQX5H3740ejRgR49egBjjDF2AkAigmO2bdu+adOmkSP9ixYtVhRl2LChw4YNQ8T6+vrdu3enp6cTUffu3Tdv/v6kk4YDwLp167p0yYzH7c2bvz/zzLFr1qzp3bvX7t11Xbtm7t69u2fPnvv27U9Pb4+IqqqtXv2tqmqBwKjdu/f07t0rHo/v3btXVbWtW7d269Y1Ozt76dKlubm5aWlpwBhjjJ0AkIjgmJaWlo8/Xn766acdOnRIVZUePXpCW9m6dWtdXd2YMWMQERhjjLETABIR/Itt24qiqKoKbSsejyOiqqrAGGOMnRiQiIAxxhhjbQuJCBhjjDHWtpCIgDHGGGNtC4kIGGOMMda2kIjgF44cOfLllyvPOstARACQUsbjcbfbDf9iWbbb7YJjiCgej7tcLmCMMcbYvweJCH6utrZ28eIl69evz8+fPGbMmJqabaZpxmIxn887fvz4I0eOLly4sL7+UN++fc4+O3jgwIGFCxc1NTXl5AwaO3asqqrAGGOMsdYgEcFPtLS0zJnz9KBBg3w+rxBixIgRc+Y8k5MzaNiwoc899/w110xduXIVgBwzZsyrr76Wm3tWdfV3PXr0GDw4Z968Vy+99JLBgwcDY4wxxlqDRAQ/0dLS8thjs4cMGXzeeee53S4p5bx58xRFyckZ/NlnnxcUTH7ttdcvvPDCgQMHvPnmW3v27GlqEtde+6fMzMwXXngxKytr4sRz4Ream5sty0JEItI0rV27dsAYY4yd2JCI4Oe2bNlSWVlVX19/5plnnnWWsW3bttmzH29oOJyfP9kwxj/11Jwrrvhjv379qqreX726WlWV66+f1rFjx1demde+ffuCgnz4he+++662tlZVVSmlpmnjx49XVRUYY4yxExgSEfxX1q5dV1ZWds01UxcvXnryyf4+ffrOnTv3zDP/8Omnn06ZcuGAAQPefjuya9euxsamadOu7dKly0svlWRl9TznnHPgF+LxuJQSAJqbmz/55JPc3Fxd14Exxhg7gSERwU80Nzdv3LjR6/Xt3Lnj7bcjBQX5b7319mWXXda3b59nn31u5MiRmzdv7tmz5xlnnFFSUjJmzJgVK1aMHh3IyRn84osvXXBBfk5ODvy65ubmZcuWGYah6zowxhhjJzAkIvgJy7Kqqt5ftmyZ1+sNBnOHDBny6aefrlz5lcvl6tq16+TJefv3749Go5YVHzDAN2nSeZs3b/7ggw+JYMSIk8aPH4eI8OuEEKZpGoah6zowxhhjJzAkIvi5eDweibx77rkT0tPT4Zj4MSkpKXAMEVmWpes6HCOljMfjbrcbWiOEME3TMAxd14Exxhg7gSERwc8RkeNITVPheBNCmKZpGIau68AYY4ydwJCIoK0IIUzTNAxD13VgjDHGTmBIRNBWhBCmaRqGoes6MMYYYycwJCJoK0II0zQNw9B1HRhjjLETGBIRtBUhhGmahmHoug6MMcbYCQyJCNqKEMI0TcMwdF0Hxhhj7ASGRARtRQhhmqZhGLquA2OMMXYCQyKCtiKEME3TMAxd14Exxhg7gSERQVsRQpimaRiGruvAGGOMncCQiKCtCCFM0zQMQ9d1YIwxxk5gSETQVoQQpmkahqHrOjDGGGMnMCQiaCtCCNM0DcPQdR0YY4yxExgSEbQVIYRpmoZh6LoOjDHG2AkMiQjaihDCNE3DMHRdB8YYY+wEhkQEbUUIYZqmYRi6rgNjjDF2AkMigrYihDBN0zAMXdeBMcYYO4EhEUFbEUKYpmkYhq7rwBhjjJ3AkIigrQghTNM0DEPXdWCMMcZOYEhE0FaEEKZpGoah6zowxhhjJzAkImgrQgjTNA3D0HUdGGOMsRMYEhG0FSGEaZqGYei6DowxxtgJDIkI2ooQwjRNwzB0XQfGWBIjIAnJB1VIek7cidsOJBdFQZfuggSDRARtRQhhmqZhGLquA2MsecUOwf5vgAiSBhG4UiFzJLjaQXKrfH5h+eyoqiiAkBysFnvEmUNmvHCj5tIgkSARQVsRQpimaRiGruvAGEtesYNQ9wUQwfGHAAgg4UcEABIAARH+LwIAAkBAOM6IwJUG3U4Fdzokt/LH3iuZ9YaqKoCQHKyYFTh75P3v3ulya5BIkIjgF2zb3rVrV9++fRERjh8hhGmahmHoug6MseQVOwh1K4AIjicCkpDRD1wZUL8WCEDRQEsDciAu4P9CBRQXyDiQA8cXEbjSoNtocKdDcqsIR0tD5aqqAEJysGJWIOgvjhS63BokEiQi+Ll4PL5ixYpFixbfcMP1mZmZ69atP3SoHlFxu12DBg3yeDyrV1fX1tYOGTLE5/PG4/FVq1YdPFjv94/IysqC/5YQwjRNwzB0XQfGWPKKHYS6FUAExxEiZAKYWysAACAASURBVHghvTeAAg2bQeyDToMhpSP8qGErHN0BSNBhILTvCYdr4OgOQITjiAhcadBtNLjTIblVhKOloXJVVQAhOVgxKxD0F0cKXW4NEgkSEfyE4zivvfZaQ8PhLl26pKamnn12cOnSZbW1tVLK1aurr79+2qFD9WvWrM3Jyfn888+vvvqqb79dvXfv3r59+3711VfXXXdtz5494dcJIUzTNAxD13VgjCWv2EGoWwFEcLwQge6B7qdC/QZoOQSqDnYjuDtAvAk6nwSIUPcFuDtA5+GgpcHhrdCwGRDhOCICVxp0Gw3udEhuFeFoaahcVRVASA5WzAoE/cWRQpdbg0SCRAQ/IYR46KFHCgryR470w0/U1NS88Ub5n/70p3nz5gWDwZNOGj537itSyr17915++WW9e/d+6qk5Q4cONYzx8Ossy1qyZMn48eN1XQfGWPKKHYS6FUAExw2Bqz10OxXiMTiyFZr3gpTgbg8pXSCjH4jd0LAFuowAqwlSu0Dzfmj4HhDhOCICVxp0Gw3udEhuFeFoaahcVRVASA5WzAoE/cWRQpdbg0SCRAQ/QUSLFi0yzeU5OYPGjRvXu3cvAJBSvvjiSz179hw/ftzs2Y9feeUV/fr1mz+/au3aNYg4bdq0Tp06zp37SkZGRn7+ZPiFAwcOHDlyBBFbWlrWrl07adIkXdeBMZa8YgehbgUQwfFEoHeEDC+kdoHmvbD/O2jXA9pngSsdGndCvBky+sGhTeAZBLF6aNgIJOE4IgJXGnQbDe50SG4V4WhpqFxVFUBIDlbMCgT9xZFCl1uDRIJEBL9QW1trmss3bFg/ffr0zMwu27dvf+ml0ltuuTk1NXX27CeuvPKP/fv3j0bnb9iwUUp5/fXXderUqaxsbqdOHc8//3z4hc2bN9fV1SmKYlnWrl27Lr74YrfbDYyx5BU7CHUrgAiOI1SAJJCEzkOhXRbs+QzizUASOg+Ddj0gVg8pnUHGwZUKcQv2r4LYIUAFjhcicKVBt9HgTofkVhGOlobKVVUBhORgxaxA0F8cKXS5NUgkSETwE7ZtHzlytHPnTg0NDQ8//Mh1113r9XrnzXuViK688grbjj/++OPjxo0bPTrw3HPPd+vWbf36DRdffNGAAQPC4cfHjj1j9OjR8OuEEKZpGoah6zowxpJX7CDUrQAiOF5IQmomeAZCPAZ6BjTvh8bd0GkQSAdSOkLLYTi4DoBAcUHmSIgdgIMbACQcR0TgSoNuo8GdDsmtIhwtDZWrqgIIycGKWYGgvzhS6HJrkEiQiOAnhBDl5RX79+8HgIEDB06adF5TU9Mzzzx7ySVTfD4fAHz66WdLly7t0qWLbdtTp179xRdffPXVqg4dPG63+4orLk9LS4NfJ4QwTdMwDF3XgTGWvGIHoW4FEMFxhAq07wUZ/aFhE4h98KPULuDuAE4LiH0QbwYEAISUTuC0gN0IgHAcEYErDbqNBnc6JLeKcLQ0VK6qCiAkBytmBYL+4kihy61BIkEigp9raGh4+eW5eXmTvF4vAEgpbTuu6274l3379h05crRXr14pKToA7N69OxaL9enTR9M0+G8JIUzTNAxD13VgjCWv2AHY8zlIguNJgpYKqV3h6E4AAkAgCQhAAIiACAT/BzmACKgAwfFEBO406P47cGdAcqsIR0tD5aqqAEJysGJWIOgvjhS63BokEiQi+DnHcfbsqevevZumaXBcCSFM0zQMQ9d1YKw1jkOLl9a0tDiICMlCSjp1dM/u3dpBUnMsiNUDEBx3JAEV+F+BKqR0AkWD5FYRjpaGylVVAYTkYMWsQNBfHCl0uTVIJEhE0FaEEKZpGoah6zow1hrbls+/9G1Tk40KQrJw4nTRBYMG+DoCYwmpIhwtDZWrqgIIycGKWYGgvzhS6HJrkEiQiKCtCCFM0zQMQ9d1YKw1ti1LyqqFsBERkoXjUH5ets/rAcYSUkU4WhoqV1UFEJKDFbMCQX9xpNDl1iCRIBFBWxFCmKZpGIau68BYa2xblpRVC2EjIiQLx6H8vGyf1wOMJaSKcLQ0VK6qCiAkBytmBYL+4kihy61BIkEigrYihDBN0zAMXdeBsdbYtiwpqxbCRkRIFo5D+XnZPq8HGEtIFeFoaahcVRVASA5WzAoE/cWRQpdbg0SCRARtRQhhmqZhGLquA2OtsW1ZUlYthI2IkCwch/Lzsn1eDzCWkCrC0dJQuaoqgJAcrJgVCPqLI4UutwaJBIkI2ooQwjRNwzB0XQfGWmPbsqSsWggbESFZOA7l52X7vB5gLCFVhKOloXJVVQAhOVgxKxD0F0cKXW4NEgkSEbQVIYRpmoZh6LoOjLXGtmVJWbUQNiJCsnAcys/L9nk9wFhCqghHS0PlqqoAQnKwYlYg6C+OFLrcGiQSJCJoK0II0zQNw9B1HRhrjW3LkrJqIWxEhGThOJSfl+3zeoCxhFQRjpaGylVVAYTkYMWsQNBfHCl0uTVIJEhE0FaEEKZpGoah6zow1hrbliVl1ULYiAjJwnEoPy/b5/UAYwmpIhwtDZWrqgIIycGKWYGgvzhS6HJrkEiQiKCtCCFM0zQMQ9d1YKw1ti1LyqqFsBERkoXjUH5ets/rAcYSUkU4WhoqV1UFEJKDFbMCQX9xpNDl1iCRIBFBWxFCmKZpGIau68BYa2xblpRVC2EjIiQLx6H8vGyf1wOMJaSKcLQ0VK6qCiAkBytmBYL+4kihy61BIkEigrYihDBN0zAMXdeBsdbYtiwpqxbCRkRIFo5D+XnZPq8HGEtIFeFoaahcVRVASA5WzAoE/cWRQpdbg0SCRARtRQhhmqZhGLquA2OtsW1ZUlYthI2IkCwch/Lzsn1eDzCWkCrC0dJQuaoqgJAcrJgVCPqLI4UutwaJBIkI2ooQwjRNwzB0XQfGWmPbsqSsWggbESFZOA7l52X7vB5gLCFVhKOloXJVVQAhOVgxKxD0F0cKXW4NEgkSEbQVIYRpmoZh6LoOjLXGtmVJWbUQNiJCsnAcys/L9nk9wFhCqghHS0PlqqoAQnKwYlYg6C+OFLrcGiQSJCJoK0II0zQNw9B1HRhrjW3LkrJqIWxEhGThOJSfl+3zeoCxhFQRjpaGylVVAYTkYMWsQNBfHCl0uTVIJEhE0FaEEKZpGoah6zow1hrbliVl1ULYiAjJwnEoPy/b5/UAYwmpIhwtDZWrqgIIycGKWYGgvzhS6HJrkEiQiKCtCCFM0zQMQ9d1YKw1ti1LyqqFsBERkoXjUH5ets/rAcYSUkU4WhoqV1UFEJKDFbMCQX9xpNDl1iCRIBFBWxFCmKZpGIau68BYa2xblpRVC2EjIiQLx6H8vGyf1wOMJaSKcLQ0VK6qCiAkBytmBYL+4kihy61BIkEigrYihDBN0zAMXdeBsdbYtiwpqxbCRkRIFo5D+XnZPq8HGEtIFeFoaahcVRVASA5WzAoE/cWRQpdbg0SCRARtRQhhmqZhGLquA2OtsW1ZUlYthI2IkCwch/Lzsn1eDzCWkCrC0dJQuaoqgJAcrJgVCPqLI4UutwaJBIkI2ooQwjRNwzB0XQfGWmPbsqSsWggbESFZOA7l52X7vB5gLCFVhKOloXJVVQAhOVgxKxD0F0cKXW4NEgkSEbQVIYRpmoZh6LoOjLXGtmVJWbUQNiJCsnAcys/L9nk9wFhCqghHS0PlqqoAQnKwYlYg6C+OFLrcGiQSJCL4hSNHjnz55cqzzjIQEY6xLEtRFE3T4BjLst1uFxxDRPF43OVyQWuEEKZpGoah6zow1hrbliVl1ULYiAjJwnEoPy/b5/UAYwmpIhwtDZWrqgIIycGKWYGgvzhS6HJrkEiQiODnamtrFy9esn79+smTJ48Z8zvbtpcsWbpjx47OnTtPmBC0bWfBggX19Yf69u1z9tnBAwcOLFy4qKmpKSdn0NixY1VVhV8nhDBN0zAMXdeBsdbYtiwpqxbCRkRIFo5D+XnZPq8HGEtIFeFoaahcVRVASA5WzAoE/cWRQpdbg0SCRAQ/0dLSMmfO04MGDfL5vE1NTaNGjVq0aPHWrVvz8vIQsWNHz5tvvqWqypgxY1599bXc3LOqq7/r0aPH4ME58+a9eumllwwePBh+nRDCNE3DMHRdB8ZaY9uypKxaCBsRIVk4DuXnZfu8HmAsIVWEo6WhclVVACE5WDErEPQXRwpdbg0SCRIR/ERLS8tjj80eMmTweeed53a7bNt+8smnBg0a1L179169enXs6AmHZ1988cUDBw5488239uzZ09Qkrr32T5mZmS+88GJWVtbEiefCr4vFYsuWLRs/fryu68BYa2xblpRVC2EjIiQLx6H8vGyf1wOMJaSKcLQ0VK6qCiAkBytmBYL+4kihy61BIkEigp/bsmVLZWVVfX39uHHjAoFRjzzyaFZWVteuXTds2DBhwtkLFiy8/PLL+vXrV1X1/urV1aqqXH/9tI4dO77yyrz27dsXFOTDL9TX1zc2NiqK0tzc/N13302aNMntdgNjrbFtWVJWLYSNiJAsHIfy87J9Xg8wlpAqwtHSULmqKoCQHKyYFQj6iyOFLrcGiQSJCP4ra9euKyubO3XqVfPnz7/ggguys7Off/4Fj6fj1q0/XHTRhQMGDHj77ciuXbsaG5umTbu2S5cuL71UkpXV85xzzoFfWL9+/a5du1RVtW177969l1xyidvtBsZaY9uypKxaCBsRIVk4DuXnZfu8HmAsIVWEo6WhclVVACE5WDErEPQXRwpdbg0SCRIR/ERzc/PGjRu9Xt/OnTvefPOtadOumz+/Misr64wzTn/++RcMw/jmm2969ux5xhlnlJSUjBkzZsWKFaNHB3JyBr/44ksXXJCfk5MDv86yrCVLlowfP17XdWCsNbYtS8qqhbAREZKF41B+XrbP6wHGElJFOFoaKldVBRCSgxWzAkF/caTQ5dYgkSARwU9YllVV9f6yZcu8Xm9u7lnDhg3btm37e++9J6XMzs6eOPHc2traaDRqWfEBA3yTJp23efPmDz74kAhGjDhp/PhxiAi/TghhmqZhGLquA2OtsW1ZUlYthI2IkCwch/Lzsn1eDzCWkCrC0dJQuaoqgJAcrJgVCPqLI4UutwaJBIkIfi4ej0ci75577oT09HQ4Rkpp27au63AMEVmWpes6HCOljMfjbrcbWiOEME3TMAxd14Gx1ti2LCmrFsJGREgWjkP5edk+rwcYS0gV4WhpqFxVFUBIDlbMCgT9xZFCl1uDRIJEBD9HRI4jNU2F400IYZqmYRi6rgNjrbFtWVJWLYSNiJAsHIfy87J9Xg8wlpAqwtHSULmqKoCQHKyYFQj6iyOFLrcGiQSJCNqKEMI0TcMwdF0Hxlpj27KkrFoIGxEhWTgO5edl+7weYCwhVYSjpaFyVVUAITlYMSsQ9BdHCl1uDRIJEhG0FSGEaZqGYei6Doy1xrZlSVm1EDYiQrJwHMrPy/Z5PcBYQqoIR0tD5aqqAEJysGJWIOgvjhS63BokEiQiaCtCCNM0DcPQdR0Ya41ty5KyaiFsRIRk4TiUn5ft83qAsYRUEY6WhspVVQGE5GDFrEDQXxwpdLk1SCRIRNBWhBCmaRqGoes6MNYa25YlZdVC2IgIycJxKD8v2+f1AGMJqSIcLQ2Vq6oCCMnBilmBoL84Uuhya5BIkIigrQghTNM0DEPXdWCsNbYtS8qqhbAREZKF41B+XrbP6wHGElJFOFoaKldVBRCSgxWzAkF/caTQ5dYgkSARQVsRQpimaRiGruvAWGtsW5aUVQthIyIkC8eh/Lxsn9cDjCWkinC0NFSuqgogJAcrZgWC/uJIocutQSJBIoK2IoQwTdMwDF3XgbHW2LYsKasWwkZESBaOQ/l52T6vBxhLSBXhaGmoXFUVQEgOVswKBP3FkUKXW4NEgkQEbUUIYZqmYRi6rgNjrbFtWVJWLYSNiJAsHIfy87J9Xg8wlpAqwtHSULmqKoCQHKyYFQj6iyOFLrcGiQSJCNqKEMI0TcMwdF0Hxlpj27KkrFoIGxEhWTgO5edl+7weYCwhVYSjpaFyVVUAITlYMSsQ9BdHCl1uDRIJEhG0FSGEaZqGYei6Doy1xrZlSVm1EDYiQrJwHMrPy/Z5PcBYQqoIR0tD5aqqAEJysGJWIOgvjhS63BokEiQiaCtCCNM0DcPQdR0Ya41ty5KyaiFsRIRk4TiUn5ft83qAsYRUEY6WhspVVQGE5GDFrEDQXxwpdLk1SCRIRNBWhBCmaRqGoes6MNYa25YlZdVC2IgIycJxKD8v2+f1AGMJqSIcLQ2Vq6oCCMnBilmBoL84Uuhya5BIkIigrQghTNM0DEPXdWCsNbYtS8qqhbAREZKF41B+XrbP6wHGElJFOFoaKldVBRCSgxWzAkF/caTQ5dYgkSARQVsRQpimaRiGruvAWGtsW5aUVQthIyIkC8eh/Lxsn9cDjCWkinC0NFSuqgogJAcrZgWC/uJIocutQSJBIoK2IoQwTdMwDF3XgbHW2LYsKasWwkZESBaOQ/l52T6vBxhLSBXhaGmoXFUVQEgOVswKBP3FkUKXW4NEgkQEbUUIYZqmYRi6rgNjrbFtWVJWLYSNiJAsHIfy87J9Xg8wlpAqwtHSULmqKoCQHKyYFQj6iyOFLrcGiQSJCNqKEMI0TcMwdF0Hxlpj27KkrFoIGxEhWTgO5edl+7weYCwhVYSjpaFyVVUAITlYMSsQ9BdHCl1uDRIJEhG0FSGEaZqGYei6Doy1xrZlSVm1EDYiQrJwHMrPy/Z5PcBYQqoIR0tD5aqqAEJysGJWIOgvjhS63BokEiQiaCtCCNM0DcPQdR0Ya41ty5KyaiFsRITjREoiAlVF+F/iOJSfl+3zeoCxhFQRjpaGylVVAYTkYMWsQNBfHCl0uTVIJEhE0FaEEKZpGoah6zow1hrbliVl1ULYiAjHg5SUnq6npWr79gtEkJJ+BICKgoggJRHBjxQFEJEIpCQAUBREhOPFcSg/L9vn9QBjCakiHC0NlauqAgjJwYpZgaC/OFLocmuQSJCIoK0IIUzTNAxD13VgrDW2LUvKqoWwERF+MyJwuZTTxmR16pj64YIfYjGna9fUXlkZsVj8h60Nti2zerZPTdUQ4eDB5gMHm1NStAG+joqCP2w91NQUR4TjwnEoPy/b5/UAYwmpIhwtDZWrqgIIycGKWYGgvzhS6HJrkEiQiKCtCCFM0zQMQ9d1YKw1ti1LyqqFsBERfhsiSEvTJuR6U1JUy5bbth/e/H39mb/vnaJrXTLTNn9/8Kuv6vLzBkoCy3I2bDy4YdPBoNGvc+c0BaHhcMtHC2uam+OKAr+d41B+XrbP6wHGElJFOFoaKldVBRCSgxWzAkF/caTQ5dYgkSARQVsRQpimaRiGruvAWGtsW5aUVQthIyL8NlJSr6z0yednLzW3bf7+kK5rtu3outrS4kw8x6cosPyTnWfneles3L2z9khLi9OrV/o5Z3sXLKzRNCV4Vr/572/ZteuoqirwmzkO5edl+7weYCwhVYSjpaFyVVUAITlYMSsQ9BdHCl1uDRIJEhH8gm3bu3bt6tu3LyLC8SOEME3TMAxd14Gx1ti2LCmrFsJGRPhtiCg1VQue1T+rZ/qWHw59u3rv3n0ie2DHYUMzu3dr/9kXO7dubbigYJBlycOHY6u/25fezjX2933efmeTqikFedkLFm+tqTmsaQr8Zo5D+XnZPq8HGEtIFeFoaahcVRVASA5WzAoE/cWRQpdbg0SCRAQ/F4/HV6xYsWjR4uuvn9ajR49du3Zv3bpVSiczM3Pw4MFEUF1dXVtbO2TIEJ/PG4/HV61adfBgvd8/IisrC/5bQgjTNA3D0HUdGGuNbcuSsmohbESE38xxSNfV/v06/G50TzvuvPPu5nbt3Vk904cM7twciy8zt6emulJTtFNO6a671DXr9v1udNZb72zSVCyYnL1gUU3N9sOaqsBv5jiUn5ft83qAsYRUEY6WhspVVQGE5GDFrEDQXxwpdLk1SCRIRPATjuO89tprDQ2Hu3TpkpqaOnlyXlnZ3B07dnbv3q1///65uWctXLhow4YNOTk5n3/++dVXX/Xtt6v37t3bt2/fr7766rrrru3Zsyf8OiGEaZqGYei6Doy1xrZlSVm1EDYiwm9DBBkZ7vT27sNHWkaP6tG3T4eqD7YoqtLUZI05tafP66n64IejjbbjyNPH9MrMTP3si11njev7xZe7NU05eWT3+ZWb9+1vVlWE38xxKD8v2+f1AGMJqSIcLQ2Vq6oCCMnBilmBoL84Uuhya5BIkIjgJ4QQDz30SEFB/siRfjjmxRdfGjJk6OmnjwEA27Yff/yJc84556SThs+d+4qUcu/evZdfflnv3r2femrO0KFDDWM8/DrLspYsWTJ+/Hhd14Gx1ti2LCmrFsJGRPhtJFHP7u3/MLaPnqJalvz6mz0HDjQb4/qlpmopKdp3a/bt2Hn4zLF9XZricikrvty9cXP9mb/vPcDnkQRr1uxbuWqPlIAIv53jUH5ets/rAcYSUkU4WhoqV1UFEJKDFbMCQX9xpNDl1iCRIBHBTxDRokWLTHN5Ts6gcePG9e7d691339uyZUtaWtqIEScNHTp0zpynr7zyin79+s2fX7V27RpEnDZtWqdOHefOfSUjIyM/fzL8woEDB44cOYKILS0ta9eunTRpkq7rwFhrbFuWlFULYSMi/GaOQ717pZ86uufCxTVHj1qKgikpaocMXYj40UYLANLTXe3S3EeOWk1NNgCoKnTsmOrEZcPhFiJAhOPCcSg/L9vn9QBjCakiHC0NlauqAgjJwYpZgaC/OFLocmuQSJCI4Bdqa2tNc/mGDRumT/9r+/btGhub9uzZ/frrb0yZctFHHy289NKL+/fvH43O///Yg/cwOao6YfzfU6dOHTLcJiHIJRDiDA7hanlpJIEgcEy7KjAMbEgwdCvdQPD6shvcTnbX7bVGI7v2gqsursgUw23tRjvQCYobwDpCDKCyMsRNsoACgZAQSMz1TOVUd31/vjzv73nCgzh/pJ/aeuo5n8/69RviOL7uumunTJkyOnrHlCmTL774YnibZ599dsuWLZZlaa03bdo0f/58x3HAMCYSRfHI6JhSESEEDhgicE4PP4y/sU0hwh8hAiISAoQQAMD/CwgBQgi8KY6RECCEQPd0Ojg0ONDf1wuGkUqNWsuv1im1gEA26FDn8q7XrDDHhjQhiAj7iaJo167dRxwxZceOHTfe+E/lcqmvr49Sum/fvq9+ddm8eZc99NAjc+acc+aZuX//9+8dddRR69atnz9/3oknnlir3XTuueeceeaZ8M6UUlJKIQTnHAxjIlEUj4yOKRURQqAbECGOkVIC/3s6HRwaHOjv6wXDSKVGreVX65RaQCAbdKhzeddrVphjQ5oQRIT9KKXq9cbrr78OAAMDAx/5yEceeOCBvXvVzp073vWud11++bynnnrq4YcfmTp1ahRFV1316ccff/xXv/r14Yf3Oo5TKCzs6emBd6aUklIKITjnYBgTiaJ4ZHRMqYgQAlnR6eDQ4EB/Xy8YRio1ai2/WqfUAgLZoEOdy7tes8IcG9KEICK81Y4dO26//Y7BwYv6+voAYNeuXZs3bzn44J5p06YRQgBg69atu3btPu644w46iAPAq6++Gobh9OnTbduGP0spJaUUQnDOwTAmEkXxyOiYUhEhBLKi08GhwYH+vl4wjFRq1Fp+tU6pBQSyQYc6l3e9ZoU5NqQJQUR4q06ns3nzlqOPPsq2begqpZSUUgjBOQfDmEgUxSOjY0pFhBDIik4HhwYH+vt6wTBSqVFr+dU6pRYQyAYd6lze9ZoV5tiQJgQRISlKKSmlEIJzDoYxkSiKR0bHlIoIIZAVnQ4ODQ709/WCYaRSo9byq3VKLSCQDTrUubzrNSvMsSFNCCJCUpRSUkohBOccDGMiURSPjI4pFRFCICs6HRwaHOjv6wXDSKVGreVX65RaQCAbdKhzeddrVphjQ5oQRISkKKWklEIIzjkYxkSiKB4ZHVMqIoRAVnQ6ODQ40N/XC4aRSo1ay6/WKbWAQDboUOfyrtesMMeGNCGICElRSkkphRCcczCMiURRPDI6plRECIGs6HRwaHCgv68XDCOVGrWWX61TagGBbNChzuVdr1lhjg1pQhARkqKUklIKITjnYBgTiaJ4ZHRMqYgQAlnR6eDQ4EB/Xy8YRio1ai2/WqfUAgLZoEOdy7tes8IcG9KEICIkRSklpRRCcM7BMCYSRfHI6JhSESEEsqLTwaHBgf6+XjCMVGrUWn61TqkFBLJBhzqXd71mhTk2pAlBREiKUkpKKYTgnINhTCSK4pHRMaUiQghkRaeDQ4MD/X29YBip1Ki1/GqdUgsIZIMOdS7ves0Kc2xIE4KIkBSllJRSCME5B8OYSBTFI6NjSkWEEMiKTgeHBgf6+3rBMFKpUWv51TqlFhDIBh3qXN71mhXm2JAmBBEhKUopKaUQgnMOhjGRKIpHRseUigghkBWdDg4NDvT39YJhpFKj1vKrdUotIJANOtS5vOs1K8yxIU0IIkJSlFJSSiEE5xwMYyJRFI+MjikVEUIgKzodHBoc6O/rBcNIpUat5VfrlFpAIBt0qHN512tWmGNDmhBEhKQopaSUQgjOORjGRKIoHhkdUyoihEBWdDo4NDjQ39cLhpFKjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgISVFKSSmFEJxzMIyJRFE8MjqmVEQIgazodHBocKC/rxcMI5UatZZfrVNqAYFs0KHO5V2vWWGODWlCEBGSopSSUgohOOdgGBOJonhkdEypiBACWdHp4NDgQH9fLxhGKjVqLb9ap9QCAtmgQ53Lu16zwhwb0oQgIiRFKSWlFEJwzsEwJhJF8cjomFIRIQSyotPBocGB/r5eMIxUatRafrVOqQUEskGHOpd3vWaF+Ho05wAAIABJREFUOTakCUFESIpSSkophOCcg2FMJIrikdExpSJCCGRFp4NDgwP9fb1gGKnUqLX8ap1SCwhkgw51Lu96zQpzbEgTgoiQFKWUlFIIwTkHw5hIFMUjo2NKRYQQyIpOB4cGB/r7esEwUqlRa/nVOqUWEMgGHepc3vWaFebYkCYEESEpSikppRCCcw6GMZEoikdGx5SKCCGQFZ0ODg0O9Pf1gmGkUqPW8qt1Si0gkA061Lm86zUrzLEhTQgiQlKUUlJKIQTnHAxjIlEUj4yOKRURQiArOh0cGhzo7+sFw0ilRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESEpCilpJRCCM45GMZEoigeGR1TKiKEQFZ0Ojg0ONDf1wuGkUqNWsuv1im1gEA26FDn8q7XrDDHhjQhiAhJUUpJKYUQnHMwjIlEUTwyOqZURAiBrOh0cGhwoL+vFwwjlRq1ll+tU2oBgWzQoc7lXa9ZYY4NaUIQEZKilJJSCiE452AYE4mieGR0TKmIEAJZ0eng0OBAf18vGEYqNWotv1qn1AIC2aBDncu7XrPCHBvShCAiJEUpJaUUQnDOwTAmEkXxyOiYUhEhBLKi08GhwYH+vl4wjFRq1Fp+tU6pBQSyQYc6l3e9ZoU5NqQJQURIilJKSimE4JyDYUwkiuKR0TGlIkIIZEWng0ODA/19vWAYqdSotfxqnVILCGSDDnUu73rNCnNsSBOCiPA2u3btevLJX37kI4IQAn+K1pHjMHgTIrbbbcYYTEQpJaUUQnDOwTAmEkXxyOiYUhEhBLKi08GhwYH+vl4wjFRq1Fp+tU6pBQSyQYc6l3e9ZoU5NqQJQUR4q1deeeXhhx9Zt27dJZdcMmvWWYSQffv2PfDAj9/1rnfNmXPO9u3bV616aPv2P5xwwvSPfjT/xhtvrFr10N69e2fOPOncc8+llMI7U0pJKYUQnHMwjIlEUTwyOqZURAiBrOh0cGhwoL+vFwwjlRq1ll+tU2oBgWzQoc7lXa9ZYY4NaUIQEfazb9++b3/7OyeddFJ/f9+ePXs/+MEPWJa1evUv7r777jPOOOOzn/3MXXfdTak1a9asu+++Z+7cj4yNPXPMMcecfPLMu+66+4orFpx88snwzpRSUkohBOccDGMiURSPjI4pFRFCICs6HRwaHOjv6wXDSKVGreVX65RaQCAbdKhzeddrVphjQ5oQRIT97Nu37xvf+JdTTjn5wgsvdBwGANu2bfvBD+qTJ08Ow/CKKxbcfPM3L7/88ve858R77/3h5s2b9+5V11xTPvLII2+99fvTpk37xCc+Du8sDMMgCC644ALOORjGRKIoHhkdUyoihEBWdDo4NDjQ39cLhpFKjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgIb/X888+vXPnA9u3bzzvvvPPPP+/++1tHHDGFMbZ+/YbLL593883fLBYLM2bMeOCBHz/99Bil1nXXLZo8efKdd951yCGHXHrpELzN9u3b9+zZY1nW+Pj4M888c9FFFzmOA4YxkSiKR0bHlIoIIZAVnQ4ODQ709/WCYaRSo9byq3VKLSCQDTrUubzrNSvMsSFNCCLCn/Lb3/73XXfddeGFF/7kJz+ZNWvWxo0vbd685corr2w2ly9YcPmJJ574ox81N23atGfP3kWLrpk6deptt41Mm3bsxz72MXibdevWbdq0iVIaRdFrr722YMECx3HAMCYSRfHI6JhSESEEsqLTwaHBgf6+XjCMVGrUWn61TqkFBLJBhzqXd71mhTk2pAlBRNjP+Pj4hg0b+vr6X3554w9/+KOFCz+5e/eevXv3jI2tffXVTZ/97GdWrFh5/PHHn3POOSMjI7NmzXriiSfOPDM3c+bJ3//+bZddNjRz5kx4Z1rrRx555IILLuCcg2FMJIrikdExpSJCCGRFp4NDgwP9fb1gGKnUqLX8ap1SCwhkgw51Lu96zQpzbEgTgoiwH631Aw/8OAiCvr6+uXM/ctppp8GbnnvuuU2bNp133nkbN25stVZEUfvEE/svuujCZ5999ic/eRAR3vveMy644HxCCLwzpZSUUgjBOQfDmEgUxSOjY0pFhBDIik4HhwYH+vt6wTBSqVFr+dU6pRYQyAYd6lze9ZoV5tiQJgQR4a3a7Xazed/HP/4Xhx56KPwpiKi15pzDm+I4brfbjuPARJRSUkohBOccDGMiURSPjI4pFRFCICs6HRwaHOjv6wXDSKVGreVX65RaQCAbdKhzeddrVphjQ5oQRIS3QsROJ7ZtCt2mlJJSCiE452AYE4mieGR0TKmIEAJZ0eng0OBAf18vGEYqNWotv1qn1AIC2aBDncu7XrPCHBvShCAiJEUpJaUUQnDOwTAmEkXxyOiYUhEhBLKi08GhwYH+vl4wjFRq1Fp+tU6pBQSyQYc6l3e9ZoU5NqQJQURIilJKSimE4JyDYUwkiuKR0TGlIkIIZEWng0ODA/19vWAYqdSotfxqnVILCGSDDnUu73rNCnNsSBOCiJAUpZSUUgjBOQfDmEgUxSOjY0pFhBDIik4HhwYH+vt6wTBSqVFr+dU6pRYQ6ApEbOu27diEEPjfoEOdy7tes8IcG9KEICIkRSklpRRCcM7BMCYSRfHI6JhSESEEsqLTwaHBgf6+XjCMVGrUWn61TqkFBA5c3IkPOpj3nX7C7555SYc67sQYI7zJsi1CSCfqxIiUWtSmiNhpd+IYqWVRRqFLdKhzeddrVphjQ5oQRISkKKWklEIIzjkYxkSiKB4ZHVMqIoRAVnQ6ODQ40N/XC4aRSo1ay6/WKbWAwAHCN51zyYeKfz/v5s9873+e+t1pZ8+c/K7D4zhuR50Xfrtx9/Y9H5z73iOOnrz2F+uff/rFgw45yP3wqcf2HfU/T/1+3RP/A12iQ53Lu16zwhwb0oQgIiRFKSWlFEJwzsEwJhJF8cjomFIRIQSyotPBocGB/r5eMIxUatRafrVOqQUEDgQiWhaZ/6VLxPw5m194bfcf9tzh3XvpFz5+4nvf7RzEjp85zf/yDxDxnMEzpxzde1APH174zWP7j/pE+SM9h/W86/ip/1T6zpMPPmUzGw6YDnUu73rNCnNsSBOCiJAUpZSUUgjBOQfDmEgUxSOjY0pFhBDIik4HhwYH+vt6wTBSqVFr+dU6pRYQOBBxJz50yiFfvW/Jq7/b8s3P3Xrw4T17dypqU0LIhy+bdeXf/eXwwpu3vLR17469Zw+eecP3PvONa2556pFn2ro988yBr/xw8eg/3vvDm1cwzuCA6VDn8q7XrDDHhjQhiAhJUUpJKYUQnHMwjIlEUTwyOqZURAiBrOh0cGhwoL+vFwwjlRq1ll+tU2oBgQOBiJZlXfbFT8z7q4tfWvdy89s//tWqp3UY8UlOtbF4fHd4Y+nbejyyHfr5m0unn3PyV+b/y4vrXyaEXPWPC/6ieP4/zv/Gs//1ArUtOGA61Lm86zUrzLEhTQgiQlKUUlJKIQTnHAxjIlEUj4yOKRURQiArOh0cGhzo7+sFw0ilRq3lV+uUWkDgAMVxjDGeOvukC6/O5/Lv/fqnvvXET56adWHuS7d99ltfuO2x+56glA5+9i8u+dzHvvul0cdX/ppY1vnzz76qOv8//mn5g7f/jHEG3aBDncu7XrPCHBvShCAiJEUpJaUUQnDOwTAmEkXxyOiYUhEhBLKi08GhwYH+vl4wjFRq1Fp+tU6pBQQOBCL2HDqp/4wTXnvpjYEP9H3xW1ff/Llbn3jgqb+984uHTT3MW/Avu7btnrvw3M/eXFp1p/xZffW2zdv73zvjhu995lf/+fQDtz284/WdW19+A7pBhzqXd71mhTk2pAlBREiKUkpKKYTgnINhTCSK4pHRMaUiQghkRaeDQ4MD/X29YBip1Ki1/GqdUgsIHIi4Ex8+9bCrly2cmXsPxvGTD/7XPTcuP+7EY5bc/vkf/esDP77tYT6Jf/Fb5XMu+dCuN3YTaj3w/VU9h04a+vzHd2zdSSzrF60nR778gziOCSFwYHSoc3nXa1aYY0OaEESEpCilpJRCCM45GMZEoigeGR1TKiKEQFZ0Ojg0ONDf1wuGkUqNWsuv1im1gMABQsSeQyb99feuk/f+Qv7wccosxhlz2D61DxEBgHFm29SiFgBEOsIYbWZb1AKAdtTeN66hG3Soc3nXa1aYY0OaEESEpCilpJRCCM45GMZEoigeGR1TKiKEQFZ0Ojg0ONDf1wuGkUqNWsuv1im1gMCBI4TMOPX4rS+/sXv7HotaAIAxEkKAwB8hIiD8PwT+L4T/hwAhBLpBhzqXd71mhTk2pAlBREiKUkpKKYTgnINhTCSK4pHRMaUiQghkRaeDQ4MD/X29YBip1Ki1/GqdUgsIdEVbty2bWhaB/yU61Lm86zUrzLEhTQgiQlKUUlJKIQTnHAxjIlEU3zrym717I0IIZEWng3956Ukn9k8Gw0ilRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESEpCilpJRCCM45JAUB1j+7bes2ZRECWdGJccZxh717+uGQae12/OMHf7dvXxuAQFbEMZ57zvHHHnsIGEYqNWotv1qn1AIC2aBDncu7XrPCHBvShCAiJEUpJaUUQnDOISlxjFd+4Sf3/fh/LEYhKzr72pUvnvWVG86GrGu3Y0BAyBTbJn8EhpFKjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgISVFKSSmFEJxzSEoc42XXrri/tQEcCpkRtpfcMPvrS88FwzCMrmrUWn61TqkFBLJBhzqXd71mhTk2pAlBREiKUkpKKYTgnENS4hjnLVq5fMUGcChkRtheunj2siVzwDAMo6satZZfrVNqAYFs0KHO5V2vWWGODWlCEBGSopSSUgohOOeQlDjGeYtWLl+xARwKmRG2ly6evWzJHDAMw+iqRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESEpCilpJRCCM45JCWOcd6ilctXbACHQmaE7aWLZy9bMgcMwzC6qlFr+dU6pRYQyAYd6lze9ZoV5tiQJgQRISlKKSmlEIJzDkmJY5y3aOXyFRvAoZAZYXvp4tnLlswBwzCMrmrUWn61TqkFBLJBhzqXd71mhTk2pAlBRPhT2u22bdvQVUopKaUQgnMOSYljnLdo5fIVG8ChkBlhe+ni2cuWzAHDMIyuatRafrVOqQUEskGHOpd3vWaFOTakCUFEeJsXXnjhwQd/Wi6XOOedTueVV15BxOnTp1uWBQDbt2/ftm3btGnH9fRMAoDXXtu6e/fu6dOPdxwH/iyllJRSCME5h6TEMc5btHL5ig3gUOg6RCAEkhe2ly6evWzJHDAMw+iqRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESEt1q9evWaNU+Mj6vTTjttcPDihx9++JVXXtm2bXt//4mXXTa0fv2GVatWTZo0KQzDq6769LPPPvfoo4/29PQQQq688pMHH3wIvDOllJRSCME5h6TEMc5btHL5ig3gUOguBM5pFMUxIvxRJ4YOAiVALfijdgwxArWAEui6sL108exlS+aAYRhGVzVqLb9ap9QCAtmgQ53Lu16zwhwb0oQgIuxnfHz8xhv/+dJLLznttNN27tzZ29u7a9euQw89dN26dY1G44Ybbrj77ntOP/20s88++5Zbvjt9+vTnn39+7ty5M2eedNNNN5933nmzZp0F72x8fDwIAiEE5xySEsc4b9HK5Ss2gEOhi3TnmOMOu+Vr4is3P/7005uBWkcfc+ix7zr4lS17tr62FyyYdsyhU6dMevnV3du3jQMl0F1he+ni2cuWzAHDMIyuatRafrVOqQUEskGHOpd3vWaFOTakCUFE2E+n07n11tt27txx0UUXnXLKyYQQraOXX974yCOPHHTQQZdccsm3vvXtT37yir6+vvvuu//5559vt9vXXHPN1KlH+P7tRxxxxODgxfA2URS1221CiFJqzZo1c+fO5ZxDUuIY5y1auXzFBnAodEsHZ5957D9cP8s97ajVv9x03d+sOv2UI4e/dPakg+w9Krrhqz+fOnmSd8PZUycf9LuXdnxm6SPP/W47UAJdFLaXLp69bMkcMAzD6KpGreVX65RaQCAbdKhzeddrVphjQ5oQRIS3CsPwscdWP/bY6iOPnHr11eXdu3c/+OBPf//735900oAQ4tZbv18oXDljxoyVKx945pm1lkWuu27R5MmT77zzrkMPPXRo6BJ4m6effvqll16ilEZRtGPHjoULFzqOA0mJY5y3aOXyFRvAodAVCNSCH9568eTDDype/5P3nvyuJ5/e/I2///DRR/Zc+zcPPXj3ZfcsX/+fwQuc0WOPPeTOf/3457/8iH/nGDgUuihsL108e9mSOWAYhtFVjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgI+0FEQggA7Nix86tf/dq11149MDAAALt3765Wv3LllQtXrXpocPDik0+eeffd94RhuGXLa1dfXTr66KP/7d9uOfnkmRdccAG8TbvdjuMYAJRSq1evnjt3LucckhLHOG/RyuUrNoBDoSsQCMA3v3L+/MGZ37t7bOQHazf+/g/FhWf8w/Vn/fZ/th01teczf/vwbzdsu2DWcYMff88Fs6fP/+wDz6x9DWwLuihsL108e9mSOWAYhtFVjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgI+9mzZ89Pf7pqypTerVtf37p16xVXXLF+/XrG2Ouvb/2v//rN5z73mUcffWzTplfPOOOMNWvWLFgwX8pH47gzY8aMX//6qauu+tRRRx0F72x8fDwIAiEE5xySEsc4b9HK5Ss2gEOhW2Ls7T3ouivPuPLSUw7uYfM/s9KyrO9+/SOUWnEcX/2lVS9u3Pm3Xzzr7Nw0x6Ff/PIjjz3+ClACXRS2ly6evWzJHDAMw+iqRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESE/cRxvHbt2nvu+Y9zzz33nHPOOfzww555Zu3vf/87y6Lve587ffr0vXv3Pvnkkzt27Dr11FNOOmlg586djz/+RBiGruvOmHEC/FlKKSmlEIJzDkmJY5y3aOXyFRvAodAllkUmcXvvNvXBs45befvQLXc9/cHTj9q6bfxvPLncv2Tjpl2LKg+Fu/a9Z+bUh34w79EnXv7U9Q8iABAC3RK2ly6evWzJHDAMw+iqRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESEt4rj+Mknf/mBD7zfcRzoKqWUlFIIwTmHpMQxzlu0cvmKDeBQ6ArESZPYLV8Thx/Keyaxyb38i1/+2dWfPGPWB45Z+dDvL/v4e7539xilVn7OCUDgg+89+gZP3nbPM0At6KKwvXTx7GVL5oBhGEZXNWotv1qn1AIC2aBDncu7XrPCHBvShCAiJEUpJaUUQnDOISlxjPMWrVy+YgM4FLoF4fSZU7/zVbHuuW21W375uxd3HHvsYRfl+6YddcjT617/T/nCkUf0XPiRvsMO4U+tfS34xUYdxUCgm8L20sWzly2ZA4ZhGF3VqLX8ap1SCwhkgw51Lu96zQpzbEgTgoiQFKWUlFIIwTmHpMQxzlu0cvmKDeBQ6BZE6OAVl57yzIbX/3vta8Bt6MTQRrAAYgBmQYzQQSAACOBYQAh0V9heunj2siVzwDAMo6satZZfrVNqAYFs0KHO5V2vWWGODWlCEBGSopSSUgohOOeQlDjGeYtWLl+xARwK3aU7QAlQC5IXtpcunr1syRwwDMPoqkat5VfrlFpAIBt0qHN512tWmGNDmhBEhKQopaSUQgjOOSQljnHeopXLV2wAh0JmhO2li2cvWzIHDMMwuqpRa/nVOqUWEMgGHepc3vWaFebYkCYEESEpSikppRCCcw5JiWOct2jl8hUbwKGQGWF76eLZy5bMAcMwjK5q1Fp+tU6pBQSyQYc6l3e9ZoU5NqQJQURIilJKSimE4JxDUuIY5y1auXzFBnAoZEbYXrp49rIlc8AwDKOrGrWWX61TagGBbNChzuVdr1lhjg1pQhARkqKUklIKITjnkJQ4xnmLVi5fsQEcCpkRtpcunr1syRwwDMPoqkat5VfrlFpAIBt0qHN512tWmGNDmhBEhKQopaSUQgjOOSQljnHeopXLV2wAh0JmhO2li2cvWzIHDMMwuqpRa/nVOqUWEMgGHepc3vWaFebYkCYEESEpSikppRCCcw5JiWOct2jl8hUbwKGQGWF76eLZy5bMAcMwjK5q1Fp+tU6pBQSyQYc6l3e9ZoU5NqQJQURIilJKSimE4JxDUuIYL7t25f2tDeBQyIywveSG2V9fOgcMwzC6qlFr+dU6pRYQyAYd6lze9ZoV5tiQJgQRISlKKSmlEIJzDkmJ4/hzS3+86ucvUNuCrGjrzqJPfaDyuXPAMAyjqxq1ll+tU2oBgWzQoc7lXa9ZYY4NaUIQEZKilJJSCiE455AURBweXhbIRx3GICv2aV0ofLJc+jQYhmF0VaPW8qt1Si0gkA061Lm86zUrzLEhTQgiQlKUUlJKIQTnHJKCiJ43HAQBYwyyQmtdLBbL5RIYhmF0VaPW8qt1Si0gkA061Lm86zUrzLEhTQgiQlKUUlJKIQTnHJKCiJ43HASSMQZZobUuFgvlcgkMwzC6qlFr+dU6pRYQyAYd6lze9ZoV5tiQJgQRISlKKSmlEIJzDklBRM8bDgLJGIOs0FoXi4VyuQSGYRhd1ai1/GqdUgsIZIMOdS7ves0Kc2xIE4KIkBSllJRSCME5h6QgoucNB4FkjEFWaK2LxUK5XALDMIyuatRafrVOqQUEskGHOpd3vWaFOTakCUFESIpSSkophOCcQ1IQ0fOGg0AyxiArtNbFYqFcLoFhGEZXNWotv1qn1AIC2aBDncu7XrPCHBvShCAiJEUpJaUUQnDOISmI6HnDQSAZY5AVWutisVAul8AwDKOrGrWWX61TagGBbNChzuVdr1lhjg1pQhARkqKUklIKITjnkBRE9LzhIJCMMcgKrXWxWCiXS2AYhtFVjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgISVFKSSmFEJxzSAoiet5wEEjGGGSF1rpYLJTLJTAMw+iqRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESEpCilpJRCCM45JAURPW84CCRjDLJCa10sFsrlEhiGYXRVo9byq3VKLSCQDTrUubzrNSvMsSFNCCJCUpRSUkohBOcckoKInjccBJIxBlmhtS4WC+VyCQzDMLqqUWv51TqlFhDIBh3qXN71mhXm2JAmBBEhKUopKaUQgnMOSUFEzxsOAskYg6zQWheLhXK5BIZhGF3VqLX8ap1SCwhkgw51Lu96zQpzbEgTgojwNlEUbdq06YQTTiCEQPcopaSUQgjOOSQFET1vOAgkYwyyQmtdLBbK5RIYhmF0VaPW8qt1Si0gkA061Lm86zUrzLEhTQgiwlu12+0nnnjioYcevu66Rcccc8wbb7zx1FP/1enEs2ef1dvbG8fx2Ngzr7zyyimnnNLf39dut3/9619v27bddd87bdo0+LOUUlJKIQTnHJKCiJ43HASSMQZZobUuFgvlcgkMwzC6qlFr+dU6pRYQyAYd6lze9ZoV5tiQJgQRYT+dTueee+7ZsWPn1KlTJ02adOGFn1i16qE33ti2adMrlNK/+qvrpfz5unXrZs6cuWbNmk9/+lO/+c3Tr7322gknnPCrX/3q2muvOfbYY+GdKaWklEIIzjkkBRE9bzgIJGMMskJrXSwWyuUSGIZhdFWj1vKrdUotIJANOtS5vOs1K8yxIU0IIsJ+lFJf//o/XXrp0Pve5wIAIgIAIeS555677Tb/r//6+rvuujufz59xxul33HFnHMevvfbawoWfPP7447/1rW+feuqpQlwA7ywMwyAILrjgAs45JAURPW84CCRjDLJCa10sFsrlEhiGYXRVo9byq3VKLSCQDTrUubzrNSvMsSFNCCLCfhDxoYcekvLRmTNPOv/8848//jh40733/nD79j/Mn/+X3/nOLYXClTNmzFix4oHf/nYtIWTRokVTpky+4447DzvssKGhS+BtxsfHtdaEkPHx8SeffPKjH/0o5xySgoieNxwEkjEGWaG1LhYL5XIJDMMwuqpRa/nVOqUWEMgGHepc3vWaFebYkCYEEeFtXnnlFSkfXb9+3fXXX3/kkVN/+ctfrVq16tprr+np6bnpppsLhSvf/e53t1or1q/fEMfxddddO2XKlNHRO6ZMmXzxxRfD26xdu/bll1+mlEZRtG3btiuuuMJxHEgKInrecBBIxhhkhda6WCyUyyUwDMPoqkat5VfrlFpAIBt0qHN512tWmGNDmhBEhP1EUbRr1+4jjpiyY8eOG2/8p2uvvXbPnt333Xf/vHnzBgbeE8fxzTd/8/zzzz/zzNy///v3jjrqqHXr1s+fP+/EE0+s1W4699xzzjzzTHibzpsAYHx8/LHHHps7dy7nHJKCiJ43HASSMQZZobUuFgvlcgkMwzC6qlFr+dU6pRYQyAYd6lze9ZoV5tiQJgQRYT9KqXq98frrrwPAwMDARz+a/9d//dZzzz133HHHH3QQLxSu3LRp06pVD02dOjWKoquu+vTjjz/+q1/9+vDDex3HKRQW9vT0wDsbHx8PgkAIwTmHpCCi5w0HgWSMQVZorYvFQrlcAsMwjK5q1Fp+tU6pBQSyQYc6l3e9ZoU5NqQJQUR4qx07dtx++x2Dgxf19fUBwL59+6Io6nQ6hJCDDz6YUrp169Zdu3Yfd9xxBx3EAeDVV18Nw3D69Om2bcOfpZSSUgohOOeQFET0vOEgkIwxyAqtdbFYKJdLYBiG0VWNWsuv1im1gEA26FDn8q7XrDDHhjQhiAhv1el0Nm/ecvTRR9m2DV2llJJSCiE455AURPS84SCQjDHICq11sVgol0tgGIbRVY1ay6/WKbWAQDboUOfyrtesMMeGNCGICElRSkkphRCcc0i9VFmjAAAgAElEQVQKInrecBBIxhhkhda6WCyUyyUwDMPoqkat5VfrlFpAIBt0qHN512tWmGNDmhBEhKQopaSUQgjOOSQFET1vOAgkYwyyQmtdLBbK5RIYhmF0VaPW8qt1Si0gkA061Lm86zUrzLEhTQgiQlKUUlJKIQTnHJKCiJ43HASSMQZZobUuFgvlcgkMwzC6qlFr+dU6pRYQyAYd6lze9ZoV5tiQJgQRISlKKSmlEIJzDklBRM8bDgLJGIOs0FoXi4VyuQSGYRhd1ai1/GqdUgsIZIMOdS7ves0Kc2xIE4KIkBSllJRSCME5h6QgoucNB4FkjEFWaK2LxUK5XALDMIyuatRafrVOqQUEskGHOpd3vWaFOTakCUFESIpSSkophOCcQ1IQ0fOGg0AyxiArtNbFYqFcLoFhGEZXNWotv1qn1AIC2aBDncu7XrPCHBvShCAiJEUpJaUUQnDOISmI6HnDQSAZY5AVWutisVAul8AwDKOrGrWWX61TagGBbNChzuVdr1lhjg1pQhARkqKUklIKITjnkBRE9LzhIJCMMcgKrXWxWCiXS2AYhtFVjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgISVFKSSmFEJxzSAoiet5wEEjGGGSF1rpYLJTLJTAMw+iqRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESEpCilpJRCCM45JAURPW84CCRjDLJCa10sFsrlEhiGYXRVo9byq3VKLSCQDTrUubzrNSvMsSFNCCJCUpRSUkohBOcckoKInjccBJIxBlmhtS4WC+VyCQzDMLqqUWv51TqlFhDIBh3qXN71mhXm2JAmBBEhKUopKaUQgnMOSUFEzxsOAskYg6zQWheLhXK5BIZhGF3VqLX8ap1SCwhkgw51Lu96zQpzbEgTgoiQFKWUlFIIwTmHpCCi5w0HgWSMQVZorYvFQrlcAsMwjK5q1Fp+tU6pBQSyQYc6l3e9ZoU5NqQJQURIilJKSimE4JxDUhDR84aDQDLGICu01sVioVwugWEYRlc1ai2/WqfUAgLZoEOdy7tes8IcG9KEICIkRSklpRRCcM4hKYjoecNBIBlj0CVxHLfbbcYYIQQAEBEACCHwJkQEAEIIvAkRAYAQAt2jtS4WC+VyCQzDMLqqUWv51TqlFhDIBh3qXN71mhXm2JAmBBEhKUopKaUQgnMOSUFEzxsOAskYg27QWk+bNu3DH56zYsUDYRjGcWzbNiGk3W5blgX7IYQgIvz/CCHQJVrrYrFQLpfAMAyjqxq1ll+tU2oBgWzQoc7lXa9ZYY4NaUIQEZKilJJSCiE455AURPS84SCQjDE4YHEcH3/88QsWXP6hD33ou9/9dykfPeusM+fOnWvb9OGHH/nFL9bk8/lTTplpWdbvf//ifffdN2fOOe9///tt23711U3Ll9+/d+9ey7LggGmti8VCuVwCwzCMrmrUWn61TqkFBLJBhzqXd71mhTk2pAlBREiKUkpKKYTgnENSENHzhoNAMsbgwCBiT0/PV77yj1GkH3/8ySOOmHL//a0LL/xEp9M5++zZU6Yc8fd//+VyuWxZ5Nlnn928efPDDz9yww2Ljznm6N/8ZuwPf9i+atVDSinLsuCAaa2LxUK5XALDMIyuatRafrVOqQUEskGHOpd3vWaFOTakCUFESIpSSkophOCcQ1IQ0fOGg0AyxuDAxHHc29t78803vfjiiyMj/quvvoqIlmUppa6//v98+MPn/t3fffmqqz794osvPvjgT7ds2RLH8ZIlf6N1dO+9P9y6dWsYhpRS6AatdbFYKJdLYBiG0VWNWsuv1im1gEA26FDn8q7XrDDHhjQhiAhJUUpJKYUQnHNICiJ63nAQSMYYHDBEPO+8D3/qU0XO+SOP/Ozuu+/ZvXv3Kaec/A//8OXVq1fffvsdn//8Z0866STG2Nq1v7311u8vWHD5hz70Idu2n3/+d9/73q1vvPEGpRQOmNa6WCyUyyUwDMPoqkat5VfrlFpAIBt0qHN512tWmGNDmhBEhKQopaSUQgjOOSQFET1vOAgkYwwOGCLu27evp6fniisWLFgwv1JZsm3btqVLl27a9PJNN30zDPfZto2In/jEx6+7blGlsvS3v/0tpfSss876279d8s///A0pf84YgwOmtS4WC+VyCQzDMLqqUWv51TqlFhDIBh3qXN71mhXm2JAmBBEhKUopKaUQgnMOSUFEzxsOAskYgwODiEceeeRFF1344osvnX76ae9///uWLbtx4cIrzjzzzJ/85MHXX39j7dq1fX3vDsPxWbNm9/f3DQ9/rb+/DxFPP/20XC73la8Mr1271rZtOGBa62KxUC6XwDAMo6satZZfrVNqAYFs0KHO5V2vWWGODWlCEBGSopSSUgohOOeQFET0vOEgkIwxODCI2NPTc/nll3/sYx9dv379j37UfOGFFxcu/OTRRx9FCEGEVatWve997zvxxBPHx8dXrFg5Nja2YMH8M844vd3u/PSn//nzn/88jmNCCBwwrXWxWCiXS2AYhtFVjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgIf0q73bZtG7pKKSWlFEJwziEpiOh5w0EgGWNwwDqdziGHHHLNNeV77/3Rxo0bGWNa6zhGQuCPbNsmhPT09Ozbt6/dblNK47jT03NwFEX79u1jjEGXaK2LxUK5XALDMIyuatRafrVOqQUEskGHOpd3vWaFOTakCUFEeJsXXnjhwQd/Wi6XOOfwpr17906aNMmyLADYvn37tm3bpk07rqdnEgC89trW3bt3T59+vOM48GcppaSUQgjOOSQFET1vOAgkYwy6gRBCKe10OogIf0ocx+RN8KY4jsmboHu01sVioVwugWEYRlc1ai2/WqfUAgLZoEOdy7tes8IcG9KEICK81erVq9eseWJ8XJ166qmXXjoUhuH997deemnjF77wuUMOOeS//3vdQw89NGnSpDAMr7rq088++9yjjz7a09NDCLnyyk8efPAh8M6UUlJKIQTnHJKCiJ43HASSMQZdgoiEEPjfo7UuFgvlcgkMwzC6qlFr+dU6pRYQyAYd6lze9ZoV5tiQJgQRYT/j4+M33vjPl156yWmnnbZz584pU6Y88cQTTz/9zMsvb/zSl2447LDDvv3t77jue88+++xbbvnu9OnTn3/++blz586cedJNN9183nnnzZp1Fryz8fHxIAiEEJxzSAoiet5wEEjGGGSF1rpYLJTLJTAMw+iqRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESE/XQ6nVtvvW3nzh0XXXTRKaecTAiJ43jz5s2+f/sXvvB5xthNN928cOEn+/r67rvv/ueff77dbl9zzTVTpx7h+7cfccQRg4MXw9tEUdRutwkhSqk1a9bMnTuXcw5JQUTPGw4CyRiDrNBaF4uFcrkEhmEYXdWotfxqnVILCGSDDnUu73rNCnNsSBOCiPBWYRg+9tjqxx5bfeSRU6++ujxp0qSNGzfeccedX/jC5y3Luvnmf/3UpwozZsxYufKBZ55Za1nkuusWTZ48+c477zr00EOHhi6Bt3n66adfeuklSmkURTt27Fi4cKHjOJAURPS84SCQjDHICq11sVgol0tgGIbRVY1ay6/WKbWAQDboUOfyrtesMMeGNCGICPtBREIIAOzYsfOrX/3atddeMzDwni1btvj+7ddf/38YYzfe+M9/+ZeXnXzyzLvvvicMwy1bXrv66tLRRx/9b/92y8knz7zgggvgbdrtdhzHAKCUWr169dy5cznnkBRE9LzhIJCMMcgKrXWxWCiXS2AYhtFVjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgI+9mzZ89Pf7pqypTerVtf37JlS6l01Y4dO9asefxnPwsuuWRw9uzZDz/80Kuvbj7jjDPWrFmzYMF8KR+N486MGTN+/eunrrrqU0cddRS8s/Hx8SAIhBCcc0gKInrecBBIxhhkhda6WCyUyyUwDMPoqkat5VfrlFpAIBt0qHN512tWmGNDmhBEhP3Ecbx27dp77vmPc88995xzzu7t7d24cePzz//OsixKrdNPP4Nz5/HHH9+xY9epp55y0kkDO3fufPzxJ8IwdF13xowT4M9SSkkphRCcc0gKInrecBBIxhhkhda6WCyUyyUwDMPoqkat5VfrlFpAIBt0qHN512tWmGNDmhBEhLeK4/jJJ3/5gQ+833Ec6CqllJRSCME5h6QgoucNB4FkjEFWaK2LxUK5XALDMIyuatRafrVOqQUEskGHOpd3vWaFOTakCUFESIpSSkophOCcQ1IQ0fOGg0AyxiArtNbFYqFcLoFhGEZXNWotv1qn1AIC2aBDncu7XrPCHBvShCAiJEUpJaUUQnDOISmI6HnDQSAZY5AVWutisVAul8AwDKOrGrWWX61TagGBbNChzuVdr1lhjg1pQhARkqKUklIKITjnkBRE9LzhIJCMMcgKrXWxWCiXS2AYhtFVjVrLr9YptYBANuhQ5/Ku16wwx4Y0IYgISVFKSSmFEJxzSAoiet5wEEjGGGSF1rpYLJTLJTAMw+iqRq3lV+uUWkAgG3Soc3nXa1aYY0OaEESEpCilpJRCCM45JAURPW84CCRjDLJCa10sFsrlEhiGYXRVo9byq3VKLSCQDTrUubzrNSvMsSFNCCJCUpRSUkohBOcckoKInjccBJIxBlmhtS4WC+VyCQzDMLqqUWv51TqlFhDIBh3qXN71mhXm2JAmBBEhKUopKaUQgnMOSUFEzxsOAskYg6zQWheLhXK5BIZhGF3VqLX8ap1SCwhkgw51Lu96zQpzbEgTgoiQFKWUlFIIwTmHpCCi5w0HgWSMQVZorYvFQrlcAsMwjK5q1Fp+tU6pBQSyQYc6l3e9ZoU5NqQJQURIilJKSimE4JxDUhDR84aDQDLGICu01sVioVwugWEYRlc1ai2/WqfUAgLZoEOdy7tes8IcG9KEICIkRSklpRRCcM4hKYjoecNBIBljkBVa62KxUC6XwDAMo6satZZfrVNqAYFs0KHO5V2vWWGODWlCEBGSopSSUgohOOeQFET0vOEgkIwxyAqtdbFYKJdLYBiG0VWNWsuv1im1gEA26FDn8q7XrDDHhjQhiAhJUUpJKYUQnHNICiJ63nAQSMYYZIXWulgslMslMAzD6KpGreVX65RaQCAbdKhzeddrVphjQ5oQRISkKKWklEIIzjkkBRE9bzgIJGMMskJrXSwWyuUSGIZhdFWj1vKrdUotIJANOtS5vOs1K8yxIU0IIkJSlFJSSiEE5xySgoieNxwEkjEGWaG1LhYL5XIJDMMwuqpRa/nVOqUWEMgGHepc3vWaFebYkCYEESEpSikppRCCcw5JQUTPGw4CyRiDrNBaF4uFcrkEhmEYXdWotfxqnVILCGSDDnUu73rNCnNsSBOCiJAUpZSUUgjBOYekIKLnDQeBZIxBVmiti8VCuVwCwzCMrmrUWn61TqkFBLJBhzqXd71mhTk2pAlBREiKUkpKKYTgnENSENHzhoNAMsYgK7TWxWKhXC6BYRhGVzVqLb9ap9QCAtmgQ53Lu16zwhwb0oQgIiRFKSWlFEJwziEpiOh5w0EgGWOQFVrrYrFQLpfAMAyjqxq1ll+tU2oBgWzQoc7lXa9ZYY4NaUIQEZKilJJSCiE455AURPS84SCQjDHICq11sVgol0tgGIbRVY1ay6/WKbWAQDboUOfyrtesMMeGNCGICElRSkkphRCcc0gKInrecBBIxhhkhda6WCyUyyUwDMPoqkat5VfrlFpAIBt0qHP/X3vwARVlfi8M+Pe2aczQYeh2KSKCCsKKBWmCoquICtIFBNuquxuztyQ3+iV3N9ddC6JYALsoioIKKihNmoCrgiJIkTZD79Pfd/5fwjmek5zk7k2yibvLzvP4OB64uZ9ikfBjgiGE4EORSqWFhYWenp5sNhs+FITQgQMHCwoKKYqCyUKpVIaHh23dGg0aGhoa/1TXDmWl/jqdIHDAYHJQypXOPo4Hbu6nWCT8mGAIIfhQpFJpYWGhp6cnm82GDwUhdODAwYKCQoqiYLJQKpXh4WFbt0aDhoaGxj/VtUNZqb9OJwgcMJgclHKls4/jgZv7KRYJPyYYQgg+FKlUWlhY6OnpyWaz4UNBCB04cLCgoJCiKJgslEpleHjY1q3RoKGhofFPde1QVuqv0wkCBwwmB6Vc6ezjeODmfopFwo8JhhCCv4FKperq6poyZQqGYfCPkkqlhYWFnp6ebDYbPhSE0IEDBwsKCimKgslCqVSGh4dt3RoNGhoaGv9U1w5lpf46nSBwwGByUMqVzj6OB27up1gk/JhgCCH4v9A0XVFRkZeXHx+/zdTUFP5RUqm0sLDQ09OTzWbDh4IQOnDgYEFBIUVRMFkolcrw8LCtW6NBQ0ND45/q2qGs1F+nEwQOGEwOSrnS2cfxwM39FIuEHxMMIQTfiWGYy5cvDw+PGBoacjictWvXEAQB/xCpVFpYWOjp6clms+FDQQgdOHCwoKCQoiiYLJRKZXh42Nat0aChoaHxT3XtUFbqr9MJAgcMJgelXOns43jg5n6KRcKPCYYQgu8klUr/+7+/Wr9+nZOTIwAghDAMg3+IXC5//Pixt7c3RVHwAR04cPDx4wKKomCyUCqVERHh0dFRoKGhofFPdf3r7JRfXSUIHDCYHJRypYuv08HMXxIkDj8mGEIIvhNCKC8vr7Cw2MbGesUKDwsLC5FI1NfXh2EYvIcQ4nC406ZNZbFY8BdkMplSqcQwTCaT1dTUuLi4sFgs+FAQQl9++VVxcQlFUTBZKJXK4ODgiIgwmOy0tbVh0pHJZEqlEsMwmKQQQhRF8Xg8mHQkEglN0xiGwSSF41jG13cvHsgkCBwwmByUSuUCz7n/nr6HYpHwQSCESJLk8XgYhsH/DkMIwd+gs7OzsLC4vr5+795P6uvfVFdXEwQB7zEMY2RktGZNgLa2NvyF2trajo4OgiAQQmq1miAI+IAQQh0dHSMjoxgGk4ZajYyNjU1MhDDZ6erqYhgGk8v4+LhSqcQwDCYphBBFUQKBACYXtVo9Pj5O0zSGYTBJ4TjW826gt7UfMAwmC6RGfH2elb05jmPwQajVaj09vQULFlAUBf87DCEE30mlUo2OjhkY6A8PD3/55VexsbHTp09Tq9Xw5zAMw3Ec/hpmAgBgE9AE+IBIksRxHCYXZgJMdmgCTC44jsPPgFqthskFmwCTHUESBI7D5IIA0SoGIQQfCo7jJEnCd8IQQvCdpFJpevq1vr4+AJg1a1ZAwGqKokBDQ0NDQ0Pje8AQQvB/GR4eTks7v3ZtwPTp00FDQ0NDQ0Pje8MQQvB/YRhGLO42MRGSJAkaGhoaGhoa3xuGEAINDQ0NDQ2NDwtDCIGGhoaGhobGh4UhhEBDQ0NDQ0Pjw8IQQvDDaWhorK+vNzQ0cHJy0tLSgr9GJpPl5OQsX77cwMAA/tzz5y+Ki4vVauTj42VnZwfvyWQysVg8ZcoUgiDgHzIyMvrmzRu1Wj1lipWZmRm8p1arq6qqp02bamxsDP8LiUTy4sULR0dHHo8H/wuGYe7evefk5GRlZQkAKpXqzZuG0dERXV3d2bNnUxQFHxxN0wRBYBgGP2Xt7R0CAV9PTw8h1NbWrq+vp62tDX9NQ0NDS0vLypUrMQwDjb+HRCJpaWmdNWsWh8OGf7Hnz5/39w94eXnC30ypVN69e8/VdZGZmRkASKXS7u7uKVOmEAQxNjY2MDBgZWWF4zj8BbUa5ebmzp496w9g0hkbG6+rq6VpGscJmlZNmTJl6tSp8CcQQgzDkCQJf662tranp8fLywvek8sVb9++nT59mpaWFnynV69eaWlpSSQSsVjs5eUFf+Ldu3cvX9auXr0Kx3EAEIvF5eUVAQGrKYqCv9Db28swjKmpKQC0tbUNDQ05OjrCd2psbFSp6Dlz7GBCQ0NDS0urh8fy58+f29ra8vl8ACAIAn5QGEIIfiCPHj3Oy8t3cJg7ODg4d679smXLFAoFQojD4cAEuVxOUZREIjl69FhkZISxsTGbzYb3RkZGvvnmyIYN6zs6ul69qvv00304jsOE1tbW9PTrO3duFwgEMEGhUAAAm82GCTKZHMcxNpsN7ykUCjabDe+VlDzJycldsGD+y5cvfXx83N0XA4BKpVKr1RUVlbNnzzI1NQUAhULBYrEwDIMJUqmUy+WOj0uePq1ctGgRn88HAJlMzuVyYIJqAo/HU6lU33xzxN9/5dy5cwGgu7vn2LFjDg4OYrGYx+NFR0dRFEX/EcPhsOE9uVzO4XBggkKhQAhxOBz4axiGQQiRJKlSqQiCwHEcJshkMg6Hg2EYTEAIqVQqFotF0/S5c+c9PVdMmzYNAORyOTkBflIQQidOJM+bN9fd3V2lUh0/nrRs2dL58+cDAE3TAECSJExQKBQ1Nc+qqp7u3r0Lw3AAUKmUFMViGEYul2tpacF3UigULBYLwzD4WXr4MO/SpSsJCdvc3FzhPblczuFw4D25XM7hcOA9pVJBUSwMwxQKBQCw2Wz4a2QyGYfDwTAMJigUysLCwra2tri4WHhPKpVSE2ACQkilUrFYLJigUqlkMtnx4yfWr19nY2MNAM3NzRkZN3bu3MHn82trax88eLhr1042mw0Acrmcw+HABHrCqVOnXVyc3dzcAEClUhEEgeO4TCYlSeoP4DspFAo2mw0/Vr29vbm599va3onF3fPmOcyfP9/FxQUhJJVKtbS0AKC19d2jR4+ioiIJggAAiUTC5XJxHM/Pz29qao6P3wbvVVY+TUo6sWVLiK+vD/wF1QQejwcANTXPBAJ+Z2dnY2NTfHwcAIyPj/P5fAD49ttvHz8u2LlzB47jFEU1NjZev57x+eefsdlstVqtUCi4XC68l5WVNT4u3bIlGADevm0aHBxYtGgRACgUChaLwjAc/kJtbR1N005OjgCgUChqap5VV1dv3Rr99GnVwoULKioqGYZZudIXflAYQgh+CMPDw4cOfR0UFDRvngMAyOXympqa6upnDEM7Ojp6eCwvLCx6/vyFsbGRp+eK06fPGBjoy2RyOzs7P7+VGIYBgFwuS0o6YWdn9+5dm6WlxerVq+G9lpaWK1fSP/lkl0AgAIDi4pJnz2oYBi1YMH/58mV5efn19fUqFb10qbudnd29ezkKhUIs7l60yHnZsmUwoaCgqLGxYdu2uNzc+83NLV5eK54+rRKJunx8fAYHB21tbbu6RI2NjcPDwxRFhYQEs9nsW7dud3V1GRsbe3gsf/Hi5UcfuVVUVPT09A0NDRoZGW7atOnVq1dFRcU0zVhbz/b0XHHiRLKvr/ecOXMAQCwWp6Sk7du3p7+//8SJk1988UuxWPzoUQFNq5ycnJYuXfLo0WOxWDwwMMDn8zdt2lhbW/f06VOGYRYsWDBjxvTKyqdr1gQolcqHDx/OmDGjrq5OJlNIpRJ7+zmNjW9VKlVwcLCurk529p2OjnYul/fxx2sBsIKCxxKJtK+vz9vbW6lUnDyZPH369KCgoN7enmfPnhsY6AcGrtfS0oKfDoTQ8eNJjo7zlixZolKpjh495unpKRDwq6qqR0fHJJLxoKANJiYm165dHxgYGBsb19PTjYyMzMvLb29v09fXX7BgwaNHj1Qq2tLS3NXVrbKyIiAgoKWltba2dsOGwJcva4eHh1ksdnNz0/DwMEVRISHBAoEAfmYUCkVKSipBEAAQFxcrkUju3cuRyeR9fX2Ojg7u7u4PHjwcHR3t7e2dOXNGQEBAVVX1y5cvx8fHQ0KCW1panj59yjDIxWUhny8YGOj38vLq6uqqqqrx9vbKy8trb2/jcnlr167h8XjXrmVIJJKhoUErK8uoqCgAUKvV2dnZ7e0dDMOsXOlrZGT0+PFjiUTa19e3YsWKhQsXPHv2rKCgkM1mt7a+2749fsaMGQDQ1NR07dr1Tz7ZzefzX758ef/+g507dxQXl/RNsLCwCAra8Pbt2zt37rHZrI6Ozk2bNmprC8rKykQika/vys7OztbWVoZhfH19BgeHKYpwcVmUmZlpa2vzB3fu3LW2nv3q1WupVCoWdy9a5Lxs2TL4EaupqXnypPSTT3YDQFtb250791QqpbGx0erVq2/cuFlYWOTp6eHp6fX4ccHIyDBBEEFBG968edPY2BQTEw0T1Gr1uXMXVCqlTCbbuXNHXV1dX1+ft7d3V1dXTc0zExOTiopKmqZnz561apV/RUWljo52f39/c3PL6tWrsrKyJRIJh8MJDt7c0dFx/vyFWbNmjYyM+Pr6amnxMjJufPrpvq6urnv3cpVKpY2NtY+PF44TAHD79u3xcWloaAgA1Ne/6evrW7p0SekflevqagsE2p6eK6qqqhwdHU1MTO7evefm5ioWi+VyxYIF89PTrw0MDIyNjevp6UZFRRYVFVtZWV28eGlsbMzf308mk7m4OFtZWeXl5ZuYmMydaw8fEIYQgh9CQ0PDhQsX9+//hba2NkwYGBigKKq+vj4v71FCwrakpJN+fivnzXOQSqWHDn3t7e1laWl1/vyF7dsThEJjAGAY5vLlKxkZNyIiwv38VlZUVC5e/BGHwwGAlpaWq1ev7d69UyAQtLe3p6ae27o1SqVSpaWdi4uL43DYHA7n6dOqZ8++DQkJ/uabw6GhIQRBZGXd2bdvj5aWFgAUFRVVVlatX//xnTt3Z82aJRAIbt7M3Lv3E2Nj46SkE35+fi9ePB8cHAoLC01JSXV3X4wQKisr37o1WqlUymTyCxcubt0alZKSam1t7eXlmZR0wt/fb8aMGQiBWCxKT78eFxdz40amt7fnnDlzAKC7u/vIkWN2dnYiUZetrY2np2dS0oklS9x1dXWvXcvYvj3+ypWrAoFgw4bAlJS0uXPtXVyccRyvr6/Py3sUG7s1OflUWFjo2Nhofv5jd3f3Gzdu7NnzSUlJSX39mwr3rkcAACAASURBVJ07d1y7dt3W1lZHR6egoCAsLDQvL58giEWLXJKSTmzfntDT01tWVh4dHXn69BkfH+/Zs2d/880Rf3+/uXPtWSwWjuPw04EQSko6MW+ew5IlS1Qq1bFjid7eXsPDIw8ePNy795O8vHwAmDZtanHxk9jY6Ozsu0NDQ1FRkb/97e8WLVq0cqWvSkUjxAwNDV+4cDEwcP3t23eCgzdWVj4tKir6zW/+Kycnd+rUKV1d4uHhobCw0JSUVFdXV3f3xfAz8/p1fVFR0bp1H6ekpEVHR7HZrN/85mBIyGYjI6Nz586HhASfP39hxQoPBweHpKQT4eHh5eVlLS2tO3bsGB0duXjxcnR0pEqlunjx0uLFi8vKyj79dF9eXr5EMj5z5qySkuLQ0NC8vHwcx3V1ddva2oKDgy9fvsxiseLiYgFArVb39fXxeLyHD/MGBweXL19+8uTJ7dsTenp6y8rKY2KiT5xI9vPz5fMFJ04k79y5febMGQDQ1NR0/XrG7t27+Hz+y5cvHzx4uH17wjffHHZwcHBxcT516kxISPDdu3fnz58/a9bMI0eObtkSMjY2fv16xt69n5ibmw8PD/N4vIcP8wYHB2fNmvXy5cuNGzcePHjQyclp5UrfCxcuBgauP3MmZcuWYIIgsrLu7Nu3R0tLC36sKisry8rK9+z5hKbp48eT5s2b5+LifObM2blz5wqFxtnZd+Ljt2lpaY2MjLDZ7EuXrsyYMZ3P12poeBsTEw0TurpE165dDw0NOX/+4tq1azAMu3z58ueff5aXlz86Orp69Socx0UiUXr69V27djx48MDQ0FBLS6uxsSk4eJNUKsUw7MyZs8uWLdPV1Tl7NmX37t0dHR1lZeUBAavv3r2XkLAtJSXVzs525sxZ58+fDwkJnj17NgDcvn17fFwaGhoCAPn5j1pb361Zs/rkyVNbtgSPjo5dvHhp164dN2/eWrXKf/bsWV999T8hIZtra+ukUun06dOLiopjY6Ozs+8ODQ1FRkYcP348IiKitLRMpVKtX7/+2rXrurraXl5eR48e27IlZPr06fABYQgh+CE0Nr5NSzv3y1/u19HRhgl1dXXFxSVSqWRoaOhXv/pVaWlpUVGxm5ubi4vz6dNnIiPDtbV1jh1LDAkJtrKyAoCysvLS0jIrK6v29nY3N9eKioodO3ZwuRwAaGlpuXr12ief7OLz+RUVlWVlZfv27WUY+tChw76+3mq1urS0bHx8HCEUGrrl6tX0+PhtCoUiJSU1Pn6bnp4eABQXl2RmZjo6OgmFxsuWLXv69GlTU1NMzFaapo8dS/Tx8Xn1qk5XV9fX1/f8+QuWlpb9/f0YhgUFbQCAvr6+s2dTIiLCMzJu+vr62NhYnzlz1sLC0s7ONicnRy5XiESinTu3376d5eXlOWfOHADo7u5OTExyc3Otrq729fWZPXv2b35zcMaM6RRFjY6ORkZG3LqV5eKycMGCBRkZN2iadnBwKC4ukkgkg4PDBw/+5saNmwRByOVyExOhqalpXl7+nj2fPHr0uLOzIyIi4tq163w+X6VSlpQ8sbGxHRgYsLaebW9vf+vW7X379rS3d9y8eSMmJubcufN+fn42NtaPHj0qLi5xdV3k4+NDEAT8dCCEjh9PcnJydHd3ZxjmyJGjXl6eo6Njb982RUdHFhUVt7a2amlpMQyzefOm6j+q2bx5U3JyclhYmLm5uUgkysnJlUqlzc3Ne/fuKS+vQAiNj48PDQ3Z29s3NjZu2rSxqKhYX1/P19f3/PkLpqYmPj4+8DOTnn6toaHB1dX1wYOHvr4+zs4LT58+m5Cwjcfjff314aVL3cvKysLCwoRC4ZEjR5cuXdrU9FYg0PbzW1lZWVlaWrZv316Gob/55sjSpUsrKioWLlxYVVW9apVfbW1taWmZjY3t4ODAjBkzRkZGLCzMfH1XFhQUtra2REdHAwBCqKiouK6urr+/38jIyNvb6/bt7H379rS3d2Rm3ly79uNr167t3LlDIBAcPnx0zZqA2bNnAUBTU9P16xl79nzC4/Fqa+tyc+9v3x5/5sxZX19fGxvrI0eOurouKigojI6OMjU1PXkyedEiF4lE2tDQGBMTDQCFhUV1dXX9/f2GhoaBgevPnbswb968N2/qMQyfOnWKRDLu6+t79mzq9u3xCoUiJSU1Pn6bnp4e/FhVVlaWlZXv3btncHAwMfF4fPw2oVCYlZU9Njbu4rIwO/vOJ5/sRgjdvXtPJBK1t7e7u7vr6uo2Nr6NiYmGCQ8ePCgoKFqxwqOwsGju3LmbNgUdOXJ00aJFVVXVK1f6cjjs3Nz7crlCJOr69NN9hYWFBgYGHA7n7dumoKAN9+7lDAwMvH37NjBwvb6+waNHj3bv3iUSic6dO7969eqHD/NCQ0MOHz5qbGzE4/GGh4c3bAicNWsWANy+fVsikW3ZEgwABQUF7e0dLi7Ot27d/vzzzxQKZVJSUlDQhtu3s/39/WbNmvH110eCggJfvXotk8kIglAqlZs3b6r+o5rNmzclJydHRkaWl1cwDLNhQ2Btbe3Dh3kuLs4vXryIj48nSRI+IAwhBD+E0dGxr776vZfXCg8Pj/FxyfDw0PnzF7y9vXR1da9eTf/88884HE5fX39SUtLKlb4lJU9CQ7fo6uoeO5a4ZUuIlZUVAFy6dImmmcjIiKys7NTUtM2bNwUHb4YJLS0tly9f3b49Xltb+9Wr13fu3Pnii/1yueLIkaOrVvnfuXN306aNY2Pj+fn5wcGbr1y5Gh+/TalUpqSkJiTE6+npAUBhYVFtbW1CQgJJEgDw+PHj5uaW2NgYlUp17Fiir69vXV2ttra2v79/Wto5KysrhUIhEnXFxMTI5bK+vv5Lly5HRkZcunT5o48+Wrz4o6+//sbZ2fnly1pr61n29vanTp2OjIy4fTvL29trzpw5ACAWi8+eTd23b09TU9OdO3fDw8NSU9NCQoKnT58OADiOHz9+YubMGf7+fmfOnNXX12tqavHwWKarq3vlSvp//Me/tbd3JCef4nI5u3btFIlE+fmP9u3bm5f3qLOzPSoq6urVawIBn81mNTQ0xsTEUBSJ43hTU/ONGzc//XRvR0fnzZs3YmJiUlPTAgJWW1tbq9Xqvr7+xMTEzZs329vPgZ+UlJRUiqLCw8P6+vqOHUuMjY15966toaExNnZrQUHhu3fvhEJhZ2dXXFzMvXs5zc1N4eHhJ0+eDAsLs7CwSE1N4/P5Xl6ex44lRkSEy2SypKSTDg5zra2t7969O23atISE+CtXrujr6/v7+6elnTMzM/X19YWfk/Hx8cOHj86ZYycUCltbW7u6urZsCTl9+kxsbIyOju7hw4fXr193+3ZWYOB6Gxub3/3uy/Xr19XWvhQItP39/V6+fJmVlf3FF/vlcsU33xyOiopsamrOyckxNzffuXNHXl5ec3NLTEwMRZE4jl+9epUgiE2bNl29mj42NhYXFwsAPT09iYnH4+O3NTQ0vHnT6O3tmZl5e9++PR0dnZmZNzdt2pyWdi4uLobH43311e+joiJnzZoFAN3d3UePJsbFxUybNi07+057e3tcXGxiYpKvr4+trc2RI0eXLl2Sl/coKChw6tSpv/vdfwcErB4flzQ0NMbGbu3p6U1MTIyP39bQ0PDq1evt2xNOnz7T0tKyZk1AXd2r+vr62Nit5uaWycmntm+PVyqVKSmpCQnxenp68GNVUVFRVla+b9/e8fHxQ4e+CQ7eZG1tnZZ2ztjYaPZs68zMzP37f/H8+Ys7d+7u2bM7I+OmgYGerq5eY+Pb2NitACCXKxITEy0niMWily/rvvhif3l5eW7ufQsLi7i42NOnz9jZ2drb2ycnn4qP31ZYWGhgYMDhcFtaWiwsLOrq6uLiYk+fPuPo6GhkZJiRcePf/u3f3r1ruXnz9po1q+/dy926NerEieSAgFX29vYAgE8AgFu3bo2Ojm/evIkkiaKi4ra29uXLl124cOHzzz8bGhpKTk6Ojo7OzLzt4+M1ZcqUL7/8fWxsTF1dnUwm09HRaWtri4uLvXcvp7m5KTw8/OTJk1FRUWVl5QzDBAVtkMlkiYlJQ0ND3t5eK1Z4wIeFIYTgB1JVVX3t2jVdXT2GoT08PNra3onF3Xw+f2xsLCZm68OHD0dHx0ZGRtavX3fvXs7GjUE6OjqnT5/ZsGGDhYU5ADQ2Nl65km5ubi6XyxUKOU3TAQGr58yZAwCdnZ1ffvmVlhZfW1uwYUNgUVGxVCpFSG1iYrp27Zpz584rFAqCIADQ+vWBGRk3oqIiVCrVpUuXo6IidXV1AeDJk9LGxobo6GiYUFLy5N27d2FhoSqV6syZsx4eHm/e1AsEAi8vrytXrpqbm9vZ2SYnn9bX1xcI+G5urjk59zdv3nju3PmxsTETExOZTLZtW9yjR49fv35taGjY19cXERGRk5OzbNlSGxsbAOjp6blw4VJMTDSPxzt2LNHX16etrf3VqzoTE1M+nx8QsPr06bNdXV1WVpbDw8MREREFBQUikYjP54+MjHz22ac4jh84cFAg4H/22WevXr0qLi5JSIgvLCwSibpCQkJu3brF5fJcXRclJ5/S09OjKMrFxYXP52dlZSUkxItE4uzs7JiYrRkZN7q7u729vRsbG0dGRoaGhqKiIoVCIfykNDe3pKWdY7NZUqls3jyHoKAN5eUVra2tYWGhpaWlra3vvLy8zpw5bWQkHBgYMDUVBgYGpqWlbdy40czMLC8vv6yszNLSoqWlNTY21tjY6Isv/n3p0qXu7h8dPPj/AgICfHy8r1+/rq+v7+XldeXKVVNTEw8PD/g5qa2tKygo2L49gSTJsbGxpKQTHh4eN27cMDIywnHM0NDo44/XHjr0NZfL5fG0KIqKiYm+e/eujo6ut7eXXC5PTU1TKpUIqYVC4aZNmwYGBn71q/9avXrV6tWr+vr6UlJS9fT0KIpycXHhcNiXLl0xNTXp6+ubNm3ali0hACCRSE6cOMnlcmUymbGxkbu7+717OfHx20QicXZ2dkzM1jt37rS0tOrp6bW1tW/bFjt16lQAYBjm1q3bVVVVOjo6Eok0IiJ85swZycmnPDw8rK1nnzhxcuVK37dvm6qrq4yMhF1dnZs2bRwfl7x9+zYsLFQqlSYlneByuTKZTE9PPyYmuqCg4MaNm//5n/9RXV3z8GHeb397UKlUnT9/Pjo6SqVSXbp0OSoqUldXF36sampqnj6t2rYtDsexhw/zKyufGhkZSaXj4eHhOE4kJibOnDnTwWFuZuYtMzMzsbjb1XURn89vbm4OCwsFgJaW1szMWzt2JHC5XKVSeeTIMX9/P1NTk3//9/9cvXrV6tWrMjNv1dfXGxoa9vb2bdsWW1LyxMBAn83mvHv3zsHB4fr161OmTGltfbd6tb+BgcGpU6enTZs2MDC4aJHL7NmzsrLubN8eX1xcUl5ebmFhweFw/P39tLW1AeD+/fu3b2cZGBhMmzZ15sxZXV1dQUFBFy6cHxoaIUmis7Pz888/q66uqal5ZmIibGtr37494dWrV1Kp1N198cmTycbGwoGBAVNTYWBgYFpaWkhISEdHZ0bGDW9vL0/PFdnZd+7evXfgwH+ZmJjAh4UhhOCHMzIyIhKJ9fX1jIyMGIbp7OzS/iMBSZLDw8P9/f0mJiYCgUClUpEkCQA0TZMkiWEYTBgfH+/q6tLV1TU2Nh4cHMRxQk9PFwAQQnK5XKlUYhjG5/PVanVHRwdJkhYWFhiGyeUKkahLX19fS0uLJEmapkmSBACapkmSxDAMABiGUavVFEXBBIZhEEIkSQKASqUiCEKtVmMYRhAETdMYhhEEMTY21t3dbWxsLBAIGIZBCB07dvyjj1zNzMyEQiGXy2UYpqOjk8fj6unpkSRJ0zRBEDiOAwBCiKZpkiQxDFOpVDiOEwQhEonGxyXGxkY6OjpJSSdsbGxnzpxuYGAoEPBVKlVnZ5f2HwkoimIY5vjx446OjsuWLVOr1QzDUBTFMAxCiCRJmqYxDCMIQiqVdXV1sdksExMTiqJomqYoCiFE0zRFUXK5vKtLJBQaq1R0f3+fiYmJQCCAnyCJRNLe3qGtLTA3NwcAhmEQQiRJMgyDECJJcmRkZGBgwNTUlKIogiBomiZJEsMwtRqJRF0EQRgYGFAUhWGYUqkkJiiVSpIkcRynaRrDMIIgaJrGMIwgCPg5oWkaAEiShAkqlaq/vz819Vxg4Houl2tpaS6RSBMTjwcEBPD5Wubm5iwWi6ZpDMMIggAAmqY7OjpIkrSwsMAwDACUSiVJkjiOA4BUKuvq6mKzWUKhCZvNGhwcHBkZMTMzIwiCJEmYIJFIurt7jI2NuFwujuMMw1AUhRCiaZqiKIZhOjo6tLS0dHV1SZLEMAzeE4lEo6Oj5ubmAoEAAFQqFUEQOI6rVCqSJDEM6+joIEnK0NCAIAg0gSRJAJBIJN3dPcbGRlwulyRJhJBKpWKxWGq1mqZpFouFEKJpmiRJAKBpmiRJDMPgx0qtVjMMQ1EUTOju7h4bG7e0tOBwOAAwODg0OjpiaWk5Ojo6PDxiYiJksVgAgBAiSRIAGIZRq9UURcEElUqFYRhJkkqlkiRJHMcZhuno6OTxuHp6eiRJMgyDYRgAIIRIkuzr65NKZUKhMYvFwjBMpVL19fUBgLm5OUKIpmmKogCgp6dneHjY0NBIT08Xx3EAYBhGJpMxDEMQBJfLRQiRJKlSqTo7O9VqdXr6tcjICDMzs/b2dh6Pp6urS5KkWq1GCJEkOTIyMjAwYGpqSlEUQRA0TZMkiWFYR0cHi8USCoV5eXmNjW8TEuJxHIcPC0MIgca/gEqluno1/aOP3GbOnAnfW3r6tTlz7ObOnQt/zcDAQHr69Y0bg4yMDEFD4wMaHBzMzLwVFLRBR0cHAMbHx9PTr61ZE2BsbAwaGv964+PjV6+mr127xtjYGP5+arX66tX02bNnOTs7wweHIYRA41+DYRgcxzEMg++NYRgcxzAMhz+BJuA4DgBqtRoAsAmgofGhIITUajWO4xiGwQSGYXAcxzAMJgWGYQiCgAlqtRqbABo/JgzD4DiOYRj8Q2iaJkkSfggYQgg0fpoaGhp1dXVUKvrdu3d2drYMwwwMDNjY2ICGhsY/Q3NzC4fDJkmysfHtjBkzuFxOd3e3jY0NhmGgofG9YQgh0PgJUigUJSVPXFycVSqVRCJ58eLlkiVLqqurlixZymazQEND4/tRq9UFBQVOTk4AmFwuf/asZsmSpVVVVW5urlpaWqCh8b1hCCGYvBQKRWdnl5WVJUVRQ0NDY2PjVlaW8CdGRkby8vJ9fLy1tbVhQl5evlAodHCYCwAjIyN5efm+vj4CgQD+Ts3NzfX1b7S1tV1cnDkcDvwN2trahoaGHB0d4W8wNDT09OlTHx8fDMO6ukSvX7/28FheVFQ8b95cQ0Mj+CkbGRmprq6WSmUODg5WVpYYhsE/lVqtRggRBAF/jUqlevOmYXR0RFdXd/bs2RRFwd9MKpXdv3/f39+Pw+GAxp+rra1rbm4yMTGdP9+JxWLBd2poaGhpafXwWP78+XNbW1s+nw8ABEHAe2q1+tmzbzs6OqZOnWpvP4eiKPj7IYS+/fZboVBoZmbGMAxJkvAnRkfHysvLVqxYIZFIiouLeTzeihUejx8X2tvPMTExAQ2N7w1DCMHkJRaLU1PPxcfHGRgYlJQ8qa2tTUiIxzBMpVIhhFgsVk9PT3Ly6YSEeGNjI2bCuXPnp06d6uPjDQA9PT2nTp2Jj9+mo6PDZrPgfyeRSLhcLo7jMKG+/s2NGzcWL148MjLy0UduQqEQAKRSKY/Hg/dUKhVFUfAn3r5tGhwcWLRoEQDIZDI2m43jOACoVCqEEIvFggnqP2KGh0eqq2tWrvQdGxurrHy6YMF8XV3dx48f29vbC4VC+Mnq7+9PSjphYGCgo6MjkUhDQ7fw+VpyuZwgCIqiYIJarWYYhqIoAFAqlcQEmCCXywmCoCgK3lMoFGw2WzWBx+MBQHl5uVjcvX79Opggk8k4HA6GYTChu7vn2LFjDg4OYrGYx+NFR0dRFIUQksvlXC4X/hqFQgEAbDZ7ZGQkMfH43r17tLS04M8pFAocJyiKhAkMwyCESJKEnwGE0K1bt589ezZnzpze3t7FixcvXLgAAJRKJYvFAgCpVMrj8eA9hUJRU/Osurp669bop0+rFi5cUFFRqVYzvr6+MIGm6StXrra0tFpbz+7t7fXx8ba1tZXJpCRJ/QG8J5fLORwOTJBKpdQEmKBQKDAMY7FYpaVlVlaWEomksvJpREQ4/InR0bGysjJPzxUURY2NjT169NjTc0VVVZW1tbW5uTloaHxvGEIIJi+xWHz69NnY2K2GhoYlJU/q6+t37tzx7Nmz0tIyhJC7u7uVleXp02fj47dJJJLMzFsURba2vvP39/PwWA4A/f39hw8ftbAwl0qljo7zDAwM+vv7vby8Oju7qqqqVq3yZ7FY4+PjGRk3xsbGCIJYt+5jMzMzACguLi4oKPzii1+yWCwAGB4evn07a2RkxNjYeN26de3tbeXlFT09PQYGBnZ2dm5urm/eNLS3t1tYWAwMDLi5ueXm5r59+1YgEGzYEPju3bsnT0oRQu7u7tbWs+/evSsSiadMmeLt7VVaWrZs2dLc3PsymWzu3LkzZkwvLS11c3MTCATwk3Xjxk2RSLR79y4AUCgUOI4/flzw+nW9Wq1evnyZjY313bt3RSLx1KlTp0yxevXqtUQiUSjkgYGBFhYWDx48fP26Xq1WL1u2dMGC+ffv329qatHS4s2ePfvbb79VqWgbm9murq6Jice7urpWr17l5eX18GFee3sbl8sLCFhtYmICAGKxOCUlbd++Pf39/SdOnPzii1/K5Yo7d+5IpZKpU6fa28/99ttv16wJUCqV9+/fX7FixevXr6uqqhgGOTsvdHJyPHXqVGhoaHFxiafnCgMDg3v3cqytZ/f09NbUPMMw8PHxNjAwyM9/1NbW5ujo6OvrAz8DYnH3kSNH4uJiZ8yYAQByuby0tLS5uUUmkwUFbSgpedLd3SMQ8DdsCORwONevZwwMDIyNjevp6UZFRRYVFVtZWV28eGl0dHTt2jU+Pt4YhjU0NKalnfvss32GhoZqtVqhUD548KC9vZ1hGB8f75kzZ+bk5I6NjfX29s6cOdPf3y83935bWxvDMN7e3vb2c8rLK8rLK1gsytfXRyQS6+rqFBWV1NTU+Ph46+rqmpmZOjk5PX/+XCzuxnHso48+amlp6evrYxj10qVLSkpKnJ2d9fT0QEPje8MQQjB5dXf3fPXVV3p6elpaWl1dXdOnT9+4Mej06TNr1gQolcrc3AebNm28det2VFRkdna2kZGRm5vr0aOJK1Ys9/T0BID+/v7//u+vNm4MMjIyPH/+4vLly4qLSz79dG9eXv7o6Fh4eCiGYQqFYnh4mM1mX7p0xcrKcs2aAAAYHR1JSzvf29u7atUqV9dFGRk3ZDKZn5/vpUtXXFycAbCMjBuffrpXJBIXFBTu27f3+vXr+vr6fL5Wc3PL/PlO9+8/iIuLZRhGJpNfvHhxzZoApVKZm/sgOHjz0aPH1qxZ7e7uzmazKysrp0yZoq9vgGHwB0NDw01NTYsXf4RhGPw0IYQOHz5ibz/Hx8cHJtTW1mZn39m2LU4kEmdm3tq8edOJEycDAla7uy/Oycmtra3btWvHw4d5SqVywYL5WVnZ27bFiUTizMzMhIT45ORTFhYWmzZtlMvlJEmKRKL09Gu7du2qqqpqb28LCwt7+bL2yZMnYWGheXn5ajWKiAgDgO7u7iNHjtnZ2YlEXba2NgEBAWlp53R0tN3c3M6dO+/m5lZaWrply5axsbG8vLw1awLS069HRUWoVKrz5y9s2rQxNzc3NjY2NTVt3jyHPzh5Mtnb2ys//9HGjRs7OtqfP3+xcqVvUtKJsLBQR0dHDocDPwM1Nc/u3r23f//nHA4HJhw69A1FkREREaWlZe/etQYFbbhx46aVlaWhoVFxcUlsbHR29t2hoaHIyIjjx49HRESUlpYplcoNGwJ5PB4A5OXlv3jx8tNP92IYBgAIod7eXh6P9/BhXn9/f3Dw5t/+9ndeXp4ODg5JSSdCQkIMDQ3YbPbDh3n9/f1r1gScPn12y5ZgfX19DMMuXrzk7OyM41hRUcn27fEVFZV1da927EhITj7l6DiPx+MZGRkJhUKGYVgs1ujo6OvXr11dXUmSBA2N7w1DCMHkJRZ3nzhxcu3aAD09/erq6qGhoWXLlp48mWxtbcMwDELqlSt9b9/O3rIl+MqVq6tXr7Kzs0tLO29lZeHp6QkAvb29qannEhK28Xi8Q4e+9vNbWVz8ZN48h2fPvvX19bGzswUAhUJx716OSCRqb293dXVdv34dTKBpurS0NDv7bmDgusrKp6OjoyYmJv39/Z6enkqlorGxKSYmWiqVHj16zNPTs6SkZPPmTS0tLc3NrcbGht3dvdHRkQDQ0NB4/PhxGxtbhmEQUq9c6XvrVlZs7FYDAwMAkEgkGIbxeDyYIJVK1WrE52vBTxZC6PDhI7a2tn5+K2FCbm6uWNwdHR0lk8m+/vqwh8fysrKy6OhoAwP9rKxshUK5ceOGysqn5eUVM2ZM6+vrj46Okslkhw59Exi4Pj8/f8UKD3t7+5aW1vv3HygUiq6urv37P3/16nVb27uIiIiMjIyKikobG9uBgYEZM6YHBW0AgO7u7sTEJDc31+rqah8fbzc3t//6r9+w2WwDA8Pe3p5169bV1dWy2RypVCoUCnV1dYqLn+zbt4dh6G++OeLs7FxTU71z586qquqXL19aW1t3dHTMnWufmnrOwWGuVCrlcrnu7u737uXs2fMJm82Cn4dnz77Nysr+4ov9HA4HJiQlnVi4cOGiRS5nz6Y0NTXPmDG99b/zCAAACEhJREFUv79/wYIFY2NjKpVq8+ZN1X9Us3nzpuTk5MjIyPLyCoZhNmwIhAn5+Y+ePXv2i198Du8VFhbV1dX19/cbGBiEhYWeOnUqMjJSKBQePXps8eLFCoX822+f9/f3Gxsbu7u737uX89ln+yiKAoCkpBMuLi5sNquwsHj37p39/QOnT5/28vIsKCiMjY3l8bg0TfP5fJggk8lomhYIBKCh8c+AIYRg8hKLxWfPpu7atUNXV/fJk7K6ulofH+9z5y4kJMQbGRliGNbf35+SkhoVFZmefm3x4o+cnZ3/538OzZ/v5OXlBQB9fX1HjhyNj9+mq6v39ddfx8bGtLa+y8zMtLS0TEiI53A4AFBT8ywnJ3fPnt0ZGTe1tQUbNgQCwMjICIfDYbPZycmn9PT0RkdHhUJjf39/ACBJ8vHjgubm5tjYGADIyLj57bfPLC2tEhK2FRQUtrW1TZ069fnzF3v27FYoFK2trVevpsfHxxsZGWIY1t/ff/ZsalxcrJGRIUxSWVnZtbV1n366l8vlisXi2traurpX+/bt7e3tTU4+vXbtmvv370dHRxsZGd6+nSUSibdvj79//0FHR8esWbOePXu2b9/e3t7ekydPRUVFZGbe9vRcMXeu/ZEjR+fMsbO3t09OPrVjx/a6uldtbe+ioqJyc3Obm1tiYmIoigQAgiAAQCwWnz2bum/fnqampuzsO7t370pJSXVyclqyxB0ACIJobGxMSzvH4XB37tze3d1z69atL77YL5crjhw5umqVf35+/o4dO5VKxbFjiVKpJCRkC5vNvno1fffuXTo62hiGNTc337iRuWfPJ1wuB34e+vr6fv/7Qxs3bnB2dh4ZGVUo5BkZNxYsmO/q6nrlyhWaZoKDN2MYThB4Tk5uV1dXXFzsvXs5zc1N4eHhJ0+ejIqKKisrZxgmKGgDTGhqaj55Mjk+ftusWTMHBgb7+vouX768bVtcQ0PD69dvwsNDjxw5GhS0wcbG5ssvf79o0aInT55s3RrV8EeN3t5ely9f/fzzT7lcrkQiuXDhoouLM4vFKigo2rNnNwBcunTp+fMXTk5OW7aEgIbGvxKGEILJq6en5+LFS9HRUfr6+uXl5a9f14eFhWZkZIhE3YaGhiYmxk5OTlevXouKiqirq8vPf2RhYdHS0uLv7+/uvhgAhoaGDh8+oquryzCMgYFBeHjY2NjYL36x39/ff926j2FCR0fH2bMpFhYWYnH3woUL/P39AKCsrOz+/YcsFkXTdExMzNjYWEbGdQsLKxzHfH19WlvfNTc3h4WFAkBj49tDh74OC9uyZMmSkpIn7e3tfn4rU1JSORwuh8P29/crKiru6hIZGhqamBg7OTldvXotPDzMwEAfJqmxsbHTp88MDAxqafEMDAwDAlZdv55BUZRUKrW1tXN1XXTp0qXw8HADA/07d+4+ePBg7ty5YnH3+vXrpk2beubMWRaLJZVKbW1tfX19zp5NWb58uZ2d7c2bt968qTc0NOzt7d2+PaG/v//8+Qvu7u7z5jlcvnxFR0eHoqgFC+bPmzcPAHp6ei5cuBQTE83j8Y4dS/Tz81Mo5Dk5uZaWVhgGAQGrBQLtgwf/n5GR4c6dOxQKRWpqmlKpREhtamq6cuXKCxcubN0ao6XFS0099/r1qwMHfkMQRFraOblcoa0tmDFjhqWlxZ0797Zti+VwOPCz8ejRo5yc+wYG+gzDrFrl/+JFrb39HGfnha2trVevpguFQgDw8FimpcU/deq0sbFwYGDA1FQYGBiYlpYWEhLS0dGZkXHD29vLw2M5juMMw9y7d6+oqNjAwBAA/Px8CwoKWSy2TCY1NDRcv37d739/iMfj8nhaLBa1cWPQ+fMXORy2TCYzMDAIDd1y8eLloaFBLS3+kiWLq6qqHRwczM3Njh1LnDdv3scfr21qavryy6/27t07f74TaGj8K2EIIZi8EEI0TZMkiWEYwzBqtZqiKLVa3dnZpVAoTEyEfD6fpmmSJDEME4lEajUyNjYiSRLHcQBACNE0PTIyMjY2bmlpQZLk8PDw0aOJoaFbZsyYDu8NDg6OjIyamAhZLBZBEABA03R3d/fY2LiVlaWWlhYADA8P9/T0aGvrGBsbYRimVqtJkoQJCoWSxaIwDGMYBiFEkqRMJuvs7NLX1zcw0EcIdXR0KhQKExMhn8+naZokSQzDYPJiGKajo4OmaXNzcy6Xq1Qq29s7eDyumZkZAKhUKpIkMQzLysoaGhrx9PTgcrmGhoYAoFQq29s7eDyumZkZAKhUKoIgcBxnGKajo5PH4+rp6ZEkiWGYWCxGCJmZmclkss7OLjabJRQK2Ww2ACCEaJomSRLDMJVKhWE4SRIDAwP9/f16enqGhoY4jqtUKgzDSJIEAJqmOzo6SJK0sLDAMEylUpEkiWEYwzBqtZqiKACgabqzs5Nh1KamJhwOh2EYiqLgZ2ZwcKinp9vQ0MjQ0IBhGAzDCQIHgPHx8a4ukZaWllBoTFHUyMjIwMCAqakpRVEEQdA0TZIkhmEdHR0sFksoFMJ7vb29AwMDJiYmenp6Eom0u7vb2NiIy+VKpdLjx5MCAgL4fC1zc3MWiyWRSLq7e4yNjbhcLkmSNE23t7dzOFyh0BghhE/o7e2VyeRWVpaNjY3Xr2fs2fOJQCAADY1/JQwhBBp/s/r6+rKy8rCwUBaLBRo/qIKCQrlc7ue3EjQ0/oREIrl6NX3NmgBjY2P4+z169HhsbOzjj9eChsa/GIYQAo2/GcMwAEAQBGj80NRqNQDgOA4aGn+OYRgcxzEMg78fTdMEQWAYBhoa/2IYQgg0NDQ0NDQ0Pqz/D2dHkv22AzLdAAAAAElFTkSuQmCC" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "A bar chart titled 'Quarterly Net Interest Income Per Share Sensitivity to Change in Benchmark Rates' shows the impact on net interest income per share across five different benchmark rate scenarios: -1.00%, -0.50%, 0.00%, +0.50%, and +1.00%. The y-axis represents the impact in dollars per share, ranging from (0.01) to 0.04. The bars represent the following values: -1.00% change results in $0.02, -0.50% results in $0.00, 0.00% results in $0.00, +0.50% results in $0.00, and +1.00% results in $0.01.\n\n| Change in Benchmark Rate | $ Impact Per Share |\n| --- | --- |\n| -1.00% | $0.02 |\n| -0.50% | $0.00 |\n| 0.00% | $0.00 |\n| +0.50% | $0.00 |\n| +1.00% | $0.01 |" }, "classification": { "predictions": [ { "confidence": 0.9594363570213318, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.03959566354751587, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 0.0004335911653470248, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 0.0002819133223965764, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 0.00019028678070753813, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 1.1597730008361395e-05, "created_by": 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"confidence": 1.2953307759744348e-06, "created_by": "DocumentPictureClassifier", "class_name": "page_thumbnail" }, { "confidence": 8.086831826403795e-07, "created_by": "DocumentPictureClassifier", "class_name": "chemistry_structure" }, { "confidence": 3.518300104587979e-07, "created_by": "DocumentPictureClassifier", "class_name": "icon" }, { "confidence": 2.773858511773142e-07, "created_by": "DocumentPictureClassifier", "class_name": "bar_code" }, { "confidence": 2.528506968246802e-07, "created_by": "DocumentPictureClassifier", "class_name": "topographical_map" }, { "confidence": 2.270930821168804e-07, "created_by": "DocumentPictureClassifier", "class_name": "music" }, { "confidence": 2.1580387965514092e-07, "created_by": "DocumentPictureClassifier", "class_name": "qr_code" }, { "confidence": 1.8070045371132437e-07, "created_by": "DocumentPictureClassifier", "class_name": "signature" }, { "confidence": 1.5282964227480988e-07, "created_by": "DocumentPictureClassifier", "class_name": 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REO, $42 million in loan write-offs and a $3 million unrealized loss on FX translation" } ] }, "label": "picture", "prov": [ { "page_no": 24, "bbox": { "l": 39.24, "t": 457.22880000000004, "r": 681.4584, "b": 112.3308, "coord_origin": "BOTTOMLEFT" }, "charspan": [ 0, 0 ] } ], "captions": [], "references": [], "footnotes": [], "image": { "mimetype": "image/png", "dpi": 72, "size": { "width": 643.0, "height": 346.0 }, "uri": 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" 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The Y-axis represents values in millions of dollars, ranging from $0 to $2,000. Each year is represented by a vertical bar with its corresponding value displayed on top.\n\n| Year | Value (in Millions) |\n| --- | --- |\n| 2026 | $930 |\n| 2027 | $1,778 |\n| 2028 | $421 |\n| 2029 | $24 |\n| 2030 | $863 |\n| 2031 | $484 |" }, "classification": { "predictions": [ { "confidence": 0.9947355389595032, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.005069294013082981, "created_by": "DocumentPictureClassifier", "class_name": "table" }, { "confidence": 5.884295023861341e-05, "created_by": "DocumentPictureClassifier", "class_name": "pie_chart" }, { "confidence": 4.429622276802547e-05, "created_by": "DocumentPictureClassifier", "class_name": "calendar" }, { "confidence": 3.9343616663245484e-05, "created_by": "DocumentPictureClassifier", "class_name": "screenshot_from_computer" }, { "confidence": 2.5123403247562237e-05, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 7.464408099622233e-06, 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" 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"parent": { "$ref": "#/body" }, "children": [], "content_layer": "body", "meta": { "description": { "created_by": "quber-chart-scan", "text": "The figure presents two stacked bar charts under the title 'Risk Rating Distribution', comparing loan count distributions across five risk rating categories (1-5). Both charts display a similar weighted average risk rating of 3.3. The top chart shows data with loan counts of 0, 2, 41, 4, and 4 for ratings 1 through 5, respectively, with corresponding percentages of 0%, 6%, 74%, 6%, and 14%. The bottom chart shows data with loan counts of 0, 2, 39, 1, and 5 for ratings 1 through 5, respectively, with corresponding percentages of 0%, 6%, 78%, 1%, and 15%.\n\nThe weighted average risk rating for both distributions is 3.3.\n\n| Risk Rating | Top Chart Loan Count | Top Chart Percentage | Bottom Chart Loan Count | Bottom Chart Percentage |\n| --- | --- | --- | --- | --- |\n| 1 | 0 | 0% | 0 | 0% |\n| 2 | 2 | 6% | 2 | 6% |\n| 3 | 41 | 74% | 39 | 78% |\n| 4 | 4 | 6% | 1 | 1% |\n| 5 | 4 | 14% | 5 | 15% |" }, "classification": { "predictions": [ { "confidence": 0.9982306361198425, "created_by": "DocumentPictureClassifier", "class_name": "bar_chart" }, { "confidence": 0.0007880655466578901, "created_by": "DocumentPictureClassifier", "class_name": "full_page_image" }, { "confidence": 0.0004849554970860481, "created_by": "DocumentPictureClassifier", "class_name": "line_chart" }, { "confidence": 0.00016488294932059944, "created_by": "DocumentPictureClassifier", "class_name": "table" }, 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per diluted share) \u2022 2Q 2026 Distributable loss (3) of ($0.58) per diluted share (includes a realized loss of ($0.68) per diluted share) \u2022 Book Value per Share ('BVPS') of $10.24 per share and funded $349 million and $328 million, respectively, senior loan portfolio with a weighted average unlevered Multifamily and industrial assets represent 60% of loan portfolio Received $807 million in loan repayments, including $784 Funded $31 million for existing loans Weighted average risk rating of 3.3 Monitoring six watch list loans, including two office and two watchlist loans; including a risk-rated 5 loan by taking a risk-rated 4 loan in Georgetown, TX through a repayment Financials including $83 million of cash, $255 undrawn capacity on the corporate revolver facilities in Europe with commitments totaling $7.0 billion with $2.6 billion is fully non-mark-to-market and until 2027 and no corporate debt \u2022 Repurchased 5.7 million shares at an average price per share of $6.63", 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