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Variable Interest Entities and Collateralized Loan Obligations - Schedule of Borrowings and Corresponding Collateral (Details)
$ in Thousands
3 Months Ended 6 Months Ended 12 Months Ended
Jun. 30, 2022
USD ($)
loan
Jun. 30, 2021
USD ($)
Jun. 30, 2022
USD ($)
loan
Jun. 30, 2021
USD ($)
Dec. 31, 2021
USD ($)
loan
Debt Instrument [Line Items]          
Other loan held for investment, net $ 1,600   $ 1,600    
Interest expense 28,008 $ 22,017 50,509 $ 42,307  
Amortization of deferred financing costs     7,400 7,644  
FL2-Notes          
Debt Instrument [Line Items]          
Loans held for investment, aggregate unpaid principal balance percentage         16.40%
TRTX 2019-FL3          
Debt Instrument [Line Items]          
Loans held for investment, aggregate unpaid principal balance percentage         22.50%
TRTX 2021-FL4          
Debt Instrument [Line Items]          
Loans held for investment, aggregate unpaid principal balance percentage         25.40%
TRTX 2022-FL5          
Debt Instrument [Line Items]          
Amortization of deferred financing costs     1,100    
Collateralized loan obligations          
Debt Instrument [Line Items]          
Interest expense 18,200 13,500 32,500 22,000  
Amortization of deferred financing costs $ 1,900 $ 1,700 $ 4,100 $ 2,900  
Collateralized loan obligations | FL3 Mortgage Assets          
Debt Instrument [Line Items]          
Loans held for investment, aggregate unpaid principal balance percentage 19.10%   19.10%    
Collateralized loan obligations | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 3.16%   3.16%   3.24%
Weighted average maturity (years)     2 years 8 months 12 days   2 years 8 months 12 days
Collateralized loan obligations | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan 3   3   3
Collateral (loans), outstanding principal $ 2,651,920   $ 2,651,920   $ 2,555,988
Collateral (loans), carrying value $ 2,639,314   $ 2,639,314   $ 2,545,691
Weighted average credit spread (in percent) 1.74%   1.74%   1.55%
Weighted average maturity (years)     15 years 1 month 6 days   15 years 2 months 12 days
Collateralized loan obligations | LIBOR | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Number of loans | loan 53   53   60
Collateralized loan obligations | FL2-Notes | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent)         3.39%
Weighted average maturity (years)         2 years
Collateralized loan obligations | FL2-Notes | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent)         1.56%
Weighted average maturity (years)         15 years 10 months 24 days
Collateralized loan obligations | TRTX 2019-FL3 | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 3.15%   3.15%   3.19%
Weighted average maturity (years)     1 year 8 months 12 days   2 years 2 months 12 days
Collateralized loan obligations | TRTX 2019-FL3 | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 1.57%   1.57%   1.48%
Weighted average maturity (years)     12 years 3 months 18 days   12 years 9 months 18 days
Collateralized loan obligations | TRTX 2019-FL3 | LIBOR | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Number of loans | loan 15   15   17
Collateralized loan obligations | TRTX 2019-FL3 | LIBOR | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan         1
Collateralized loan obligations | TRTX 2019-FL3 | SOFR | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan 1   1    
Collateral (loans), outstanding principal $ 707,389   $ 707,389   $ 600,001
Collateral (loans), carrying value $ 705,884   $ 705,884   $ 599,394
Collateralized loan obligations | TRTX 2021-FL4 | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 3.06%   3.06%   3.19%
Weighted average maturity (years)     2 years 10 months 24 days   3 years 1 month 6 days
Collateralized loan obligations | TRTX 2021-FL4 | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 1.60%   1.60%   1.60%
Weighted average maturity (years)     15 years 8 months 12 days   16 years 2 months 12 days
Collateralized loan obligations | TRTX 2021-FL4 | LIBOR          
Debt Instrument [Line Items]          
Participating interest $ 27,700   $ 27,700    
Collateralized loan obligations | TRTX 2021-FL4 | LIBOR | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Number of loans | loan 21   21   19
Collateralized loan obligations | TRTX 2021-FL4 | LIBOR | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan 1   1    
Collateral (loans), outstanding principal $ 1,037,500   $ 1,037,500   $ 918,487
Collateral (loans), carrying value $ 1,032,109   $ 1,032,109   $ 915,451
Collateralized loan obligations | TRTX 2021-FL4 | SOFR | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan         1
Collateralized loan obligations | TRTX 2022-FL5 | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 3.28%   3.28%    
Weighted average maturity (years)     3 years 3 months 18 days    
Collateralized loan obligations | TRTX 2022-FL5 | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 2.02%   2.02%    
Weighted average maturity (years)     16 years 7 months 6 days    
Collateralized loan obligations | TRTX 2022-FL5 | LIBOR          
Debt Instrument [Line Items]          
Participating interest $ 16,800   $ 16,800    
Collateralized loan obligations | TRTX 2022-FL5 | LIBOR | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Number of loans | loan 17   17   24
Collateralized loan obligations | TRTX 2022-FL5 | LIBOR | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan         1
Collateralized loan obligations | TRTX 2022-FL5 | Compounded SOFR | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan 1   1    
Collateral (loans), outstanding principal $ 907,031   $ 907,031   $ 1,037,500
Collateral (loans), carrying value $ 901,321   $ 901,321   1,030,846
Collateralized loan obligations | FL5 Securities          
Debt Instrument [Line Items]          
Loans held for investment, aggregate unpaid principal balance percentage 22.80%   22.80%    
Collateralized loan obligations | FL4 Securities          
Debt Instrument [Line Items]          
Loans held for investment, aggregate unpaid principal balance percentage 26.50%   26.50%    
Collateral Assets | Collateralized loan obligations | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal $ 3,223,090   $ 3,223,090   3,164,710
Collateral (loans), carrying value 2,806,517   2,806,517   3,138,603
Collateral Assets | Collateralized loan obligations | TRTX 2019-FL3 | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal 898,090   898,090   805,685
Collateral (loans), carrying value 861,596   861,596   795,815
Collateral Assets | Collateralized loan obligations | TRTX 2021-FL4 | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal 1,250,000   1,250,000   1,109,229
Collateral (loans), carrying value 1,021,079   1,021,079   1,100,497
Collateralized loan obligations | Collateralized loan obligations | TRTX 2022-FL5 | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal 1,075,000   1,075,000   1,249,796
Collateral (loans), carrying value $ 923,842   $ 923,842   $ 1,242,291