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Secured Revolving Repurchase Agreements, Senior Secured and Secured Credit Agreements, Term Loan Facility, and Asset-Specific Financings - Additional Information (Details)
3 Months Ended 12 Months Ended
Mar. 31, 2019
USD ($)
Agreement
Dec. 31, 2018
USD ($)
Agreement
Debt Instrument [Line Items]    
Index Rate one-month LIBOR Index Rate
Term Loan Facility    
Debt Instrument [Line Items]    
Line of credit facility, maximum borrowing capacity $ 750,000,000  
Debt Instrument, outstanding borrowing $ 267,700  
Term Loan Facility | Minimum    
Debt Instrument [Line Items]    
Percentage of individual pledged assets 70.00%  
Term Loan Facility | Maximum    
Debt Instrument [Line Items]    
Percentage of individual pledged assets 85.00%  
Term Loan Facility | LIBOR    
Debt Instrument [Line Items]    
Line of credit, spread on variable rate 1.85%  
Repurchase Agreements    
Debt Instrument [Line Items]    
Recourse guarantee percentage 100.00% 100.00%
Number of repurchase agreements | Agreement 5 5
Debt Instrument, outstanding borrowing $ 1,615,069,000 $ 1,044,145,000
Repurchase Agreements | Commercial Mortgage Loans    
Debt Instrument [Line Items]    
Number of repurchase agreements | Agreement 53 51
Asset-specific Financing, Secured Revolving Repurchase Agreements and Senior Secured and Secured Credit Agreements    
Debt Instrument [Line Items]    
Recourse guarantee percentage 25.00% 25.00%
Number of repurchase agreements | Agreement 4 2
Asset-specific Financing, Secured Revolving Repurchase Agreements and Senior Secured and Secured Credit Agreements | CRE CLO Investments    
Debt Instrument [Line Items]    
Number of repurchase agreements | Agreement 10  
Asset-specific Financing, Secured Revolving Repurchase Agreements and Senior Secured and Secured Credit Agreements | CMBS Investments    
Debt Instrument [Line Items]    
Number of repurchase agreements | Agreement 2 2
Bank of America | Senior Secured Credit Agreement    
Debt Instrument [Line Items]    
Credit agreement initiation date Mar. 31, 2019  
Line of credit facility, maximum borrowing capacity $ 500,000,000  
Line of credit facility, outstanding amount $ 398,400,000  
Line of credit facility, extended maturity date Sep. 29, 2022  
Citibank | Secured Credit Agreement    
Debt Instrument [Line Items]    
Line of credit facility, maximum borrowing capacity $ 160,000  
Line of credit facility, outstanding amount $ 61,400,000  
Line of credit facility, initial maturity date Jul. 12, 2020  
Percentage of individual pledged assets 70.00%  
Individual pledged assets term 90 days  
Citibank | Secured Credit Agreement | LIBOR    
Debt Instrument [Line Items]    
Index Rate one-month LIBOR  
Line of credit, spread on variable rate 2.25%  
Holdco | Repurchase Agreements    
Debt Instrument [Line Items]    
Recourse guarantee percentage 25.00%  
Holdco | Repurchase Agreements | CMBS and CRE CLO Investments    
Debt Instrument [Line Items]    
Recourse guarantee percentage 100.00%  
Asset-specific Financing    
Debt Instrument [Line Items]    
Debt Instrument, outstanding borrowing $ 32,500,000 $ 32,500,000
Asset-specific Financing | Holdco | BMO Harris Bank    
Debt Instrument [Line Items]    
Guaranteed capped rate of outstanding obligations 25.00%