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Summary of Secured Revolving Repurchase Agreements, Senior Secured and Secured Credit Agreements, and Asset-Specific Financings (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2019
Dec. 31, 2018
Debt Instrument [Line Items]    
Index Rate one-month LIBOR Index Rate
Senior Secured and Secured Credit Agreements    
Debt Instrument [Line Items]    
Commitment Amount $ 660,000 $ 660,000
Maximum Current Availability 200,204 199,619
Balance Outstanding 459,795 460,381
Principal Balance of Collateral 600,350 663,381
Repurchase Agreements    
Debt Instrument [Line Items]    
Commitment Amount 2,894,069 2,812,840
Maximum Current Availability 1,279,000 1,768,695
Balance Outstanding 1,615,069 1,044,145
Principal Balance of Collateral 2,206,138 1,613,663
CMBS and CRE CLO Investments    
Debt Instrument [Line Items]    
Commitment Amount 260,186 200,000
Asset-specific Financing    
Debt Instrument [Line Items]    
Commitment Amount 32,500 32,500
Balance Outstanding 32,500 32,500
Principal Balance of Collateral 45,000 $ 45,000
Debt Instrument, Interest Rate at 4.8% | Senior Secured and Secured Credit Agreements    
Debt Instrument [Line Items]    
Maturity Date   Jul. 12, 2020
Index Rate   1 Month LIBOR
Weighted Average Credit Spread   2.30%
Interest Rate   4.80%
Commitment Amount   $ 160,000
Maximum Current Availability   87,059
Balance Outstanding   72,941
Principal Balance of Collateral   169,134
Asset-specific Financing, Secured Revolving Repurchase Agreements and Senior Secured and Secured Credit Agreements    
Debt Instrument [Line Items]    
Commitment Amount 3,586,569 3,505,340
Maximum Current Availability 1,479,204 1,968,314
Balance Outstanding 2,107,364 1,537,026
Principal Balance of Collateral $ 2,851,488 $ 2,322,044
BMO Harris Bank | Debt Instrument, Interest Rate at 4.0% | Asset-specific Financing    
Debt Instrument [Line Items]    
Maturity Date Apr. 09, 2020 Apr. 09, 2020
Index Rate 1 Month LIBOR 1 Month LIBOR
Weighted Average Credit Spread 2.70% 2.70%
Interest Rate 4.00% 4.00%
Commitment Amount $ 32,500 $ 32,500
Balance Outstanding 32,500 32,500
Principal Balance of Collateral $ 45,000 $ 45,000
Goldman Sachs | Debt Instrument, Interest Rate at 4.5% | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date Aug. 19, 2019  
Index Rate 1 Month LIBOR  
Weighted Average Credit Spread 2.20%  
Interest Rate 4.70%  
Commitment Amount $ 750,000  
Maximum Current Availability 397,738  
Balance Outstanding 352,262  
Principal Balance of Collateral $ 550,082  
Goldman Sachs | Debt Instrument, Interest Rate at 4.6% | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date   Aug. 19, 2019
Index Rate   1 Month LIBOR
Weighted Average Credit Spread   2.20%
Interest Rate   4.60%
Commitment Amount   $ 750,000
Maximum Current Availability   558,836
Balance Outstanding   191,164
Principal Balance of Collateral   $ 474,243
Goldman Sachs | Debt Instrument, Interest Rate at 3.1% | CMBS and CRE CLO Investments | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date Apr. 25, 2019  
Index Rate 1 Month OIS  
Weighted Average Credit Spread 0.60%  
Interest Rate 3.10%  
Commitment Amount $ 50,666  
Balance Outstanding 50,666  
Principal Balance of Collateral $ 61,051  
Goldman Sachs | Debt Instrument, Interest Rate at 2.9% | CMBS and CRE CLO Investments | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date   Jan. 02, 2019
Index Rate   1 Month OIS
Weighted Average Credit Spread   0.60%
Interest Rate   2.90%
Commitment Amount   $ 100,000
Maximum Current Availability   67,303
Balance Outstanding   32,697
Principal Balance of Collateral   $ 38,517
Wells Fargo | Debt Instrument, Interest Rate at 4.2% | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date May 25, 2019  
Index Rate 1 Month LIBOR  
Weighted Average Credit Spread 1.70%  
Interest Rate 4.20%  
Commitment Amount $ 750,000  
Maximum Current Availability 383,024  
Balance Outstanding 366,976  
Principal Balance of Collateral $ 518,183  
Wells Fargo | Debt Instrument, Interest Rate at 4.3% | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date   May 25, 2019
Index Rate   1 Month LIBOR
Weighted Average Credit Spread   1.80%
Interest Rate   4.30%
Commitment Amount   $ 750,000
Maximum Current Availability   503,792
Balance Outstanding   246,208
Principal Balance of Collateral   $ 339,012
Wells Fargo | Debt Instrument, Interest Rate at 3.5% | CMBS and CRE CLO Investments | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date Apr. 29, 2019  
Index Rate 1 Month LIBOR  
Weighted Average Credit Spread 1.00%  
Interest Rate 3.50%  
Commitment Amount $ 26,933  
Balance Outstanding 26,933  
Principal Balance of Collateral $ 30,811  
Morgan Stanley | Debt Instrument, Interest Rate at 4.7% | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date May 04, 2019 May 04, 2019
Index Rate 1 Month LIBOR 1 Month LIBOR
Weighted Average Credit Spread 2.20% 2.20%
Interest Rate 4.70% 4.70%
Commitment Amount $ 500,000 $ 500,000
Maximum Current Availability 286,293 317,493
Balance Outstanding 213,707 182,507
Principal Balance of Collateral $ 283,514 $ 244,936
JP Morgan | Debt Instrument, Interest Rate at 4.6% | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date Aug. 20, 2021 Aug. 20, 2021
Index Rate 1 Month LIBOR 1 Month LIBOR
Weighted Average Credit Spread 2.20% 2.20%
Interest Rate 4.60% 4.60%
Commitment Amount $ 400,000 $ 400,000
Maximum Current Availability 194,702 214,471
Balance Outstanding 205,298 185,529
Principal Balance of Collateral $ 279,270 $ 254,026
JP Morgan | Debt Instrument, Interest Rate at 3.5% | CMBS and CRE CLO Investments | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date Apr. 27, 2019  
Index Rate 1 Month LIBOR  
Weighted Average Credit Spread 1.00%  
Interest Rate 3.50%  
Commitment Amount $ 182,587  
Balance Outstanding 182,587  
Principal Balance of Collateral $ 210,090  
US Bank | Debt Instrument, Interest Rate at 4.3% | Repurchase Agreements    
Debt Instrument [Line Items]    
Maturity Date Oct. 09, 2021 Oct. 09, 2021
Index Rate 1 Month LIBOR 1 Month LIBOR
Weighted Average Credit Spread 1.80% 1.80%
Interest Rate 4.30% 4.30%
Commitment Amount $ 233,883 $ 212,840
Maximum Current Availability 17,243 6,800
Balance Outstanding 216,640 206,040
Principal Balance of Collateral $ 273,137 $ 262,929
Royal Bank of Canada | CMBS and CRE CLO Investments | Repurchase Agreements    
Debt Instrument [Line Items]    
Index Rate N/A N/A
Commitment Amount   $ 100,000
Maximum Current Availability   $ 100,000
Bank of America | Debt Instrument, Interest Rate at 4.2% | Senior Secured and Secured Credit Agreements    
Debt Instrument [Line Items]    
Maturity Date Sep. 29, 2020 Sep. 29, 2020
Index Rate 1 Month LIBOR 1 Month LIBOR
Weighted Average Credit Spread 1.80% 1.90%
Interest Rate 4.30% 4.20%
Commitment Amount $ 500,000 $ 500,000
Maximum Current Availability 101,560 112,560
Balance Outstanding 398,440 387,440
Principal Balance of Collateral $ 512,699 $ 494,247
Citibank | Debt Instrument, Interest Rate at 4.8% | Senior Secured and Secured Credit Agreements    
Debt Instrument [Line Items]    
Maturity Date Jul. 12, 2020  
Index Rate 1 Month LIBOR  
Weighted Average Credit Spread 2.30%  
Interest Rate 4.80%  
Commitment Amount $ 160,000  
Maximum Current Availability 98,644  
Balance Outstanding 61,355  
Principal Balance of Collateral $ 87,651