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Variable Interest Entities and Collateralized Loan Obligations - Schedule of Borrowings and Corresponding Collateral (Details)
$ in Thousands
3 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2022
USD ($)
loan
Sep. 30, 2021
USD ($)
Sep. 30, 2022
USD ($)
loan
Sep. 30, 2021
USD ($)
Dec. 31, 2021
USD ($)
loan
Debt Instrument [Line Items]          
Other loan held for investment, net $ 1,400   $ 1,400    
Interest expense 45,072 $ 20,979 95,581 $ 63,286  
Amortization of deferred financing costs     10,637 11,258  
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 26,400 13,700 58,800 35,700  
Amortization of deferred financing costs $ 1,900 $ 2,200 $ 6,000 $ 5,000  
Collateralized loan obligations | FL3 Mortgage Assets          
Debt Instrument [Line Items]          
Loans held for investment, aggregate unpaid principal balance percentage 13.40%   13.40%    
Collateralized loan obligations | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 3.23%   3.23%   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 $ 2,467,526   $ 2,467,526   $ 2,555,988
Collateral (loans), carrying value $ 2,456,668   $ 2,456,668   $ 2,545,691
Weighted average credit spread (in percent) 1.78%   1.78%   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 55   55   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 | FL2-Notes | LIBOR | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Number of loans | loan         17
Collateralized loan obligations | FL2-Notes | LIBOR | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan         1
Collateral (loans), outstanding principal         $ 600,001
Collateral (loans), carrying value         $ 599,394
Collateralized loan obligations | TRTX 2019-FL3 | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 3.19%   3.19%   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) 1.72%   1.72%   1.48%
Weighted average maturity (years)     12 years   12 years 9 months 18 days
Collateralized loan obligations | TRTX 2019-FL3 | LIBOR | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Number of loans | loan 13   13   19
Collateralized loan obligations | TRTX 2019-FL3 | SOFR | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan 1   1   1
Collateral (loans), outstanding principal $ 522,995   $ 522,995   $ 918,487
Collateral (loans), carrying value $ 522,268   $ 522,268   $ 915,451
Collateralized loan obligations | TRTX 2021-FL4 | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 3.18%   3.18%   3.19%
Weighted average maturity (years)     2 years 9 months 18 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 4 months 24 days   16 years 2 months 12 days
Collateralized loan obligations | TRTX 2021-FL4 | LIBOR          
Debt Instrument [Line Items]          
Participating interest $ 106,400   $ 106,400    
Collateralized loan obligations | TRTX 2021-FL4 | LIBOR | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Number of loans | loan 24   24   24
Collateralized loan obligations | TRTX 2021-FL4 | LIBOR | Debt (Notes Issued)          
Debt Instrument [Line Items]          
Number of loans | loan 1   1   1
Collateral (loans), outstanding principal $ 1,037,500   $ 1,037,500   $ 1,037,500
Collateral (loans), carrying value $ 1,032,609   $ 1,032,609   1,030,846
Collateralized loan obligations | TRTX 2022-FL5 | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Weighted average credit spread (in percent) 3.32%   3.32%    
Weighted average maturity (years)     3 years 6 months    
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 4 months 24 days    
Collateralized loan obligations | TRTX 2022-FL5 | LIBOR          
Debt Instrument [Line Items]          
Participating interest $ 87,800   $ 87,800    
Collateralized loan obligations | TRTX 2022-FL5 | LIBOR | Collateral (Loan Investments)          
Debt Instrument [Line Items]          
Number of loans | loan 18   18    
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    
Collateral (loans), carrying value $ 901,791   $ 901,791    
Collateralized loan obligations | FL4 Securities          
Debt Instrument [Line Items]          
Loans held for investment, aggregate unpaid principal balance percentage 23.40%   23.40%    
Collateralized loan obligations | FL5 Securities          
Debt Instrument [Line Items]          
Loans held for investment, aggregate unpaid principal balance percentage 20.20%   20.20%    
Collateral Assets | Collateralized loan obligations | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal $ 3,038,696   $ 3,038,696   3,164,710
Collateral (loans), carrying value 2,930,432   2,930,432   3,138,603
Collateral Assets | Collateralized loan obligations | FL2-Notes | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal         805,685
Collateral (loans), carrying value         795,815
Collateral Assets | Collateralized loan obligations | TRTX 2019-FL3 | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal 713,696   713,696   1,109,229
Collateral (loans), carrying value 660,103   660,103   1,100,497
Collateral Assets | Collateralized loan obligations | TRTX 2021-FL4 | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal 1,250,000   1,250,000    
Collateral (loans), carrying value 1,211,718   1,211,718    
Collateralized loan obligations | Collateralized loan obligations | TRTX 2021-FL4 | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal         1,249,796
Collateral (loans), carrying value         $ 1,242,291
Collateralized loan obligations | Collateralized loan obligations | TRTX 2022-FL5 | LIBOR          
Debt Instrument [Line Items]          
Collateral (loans), outstanding principal 1,075,000   1,075,000    
Collateral (loans), carrying value $ 1,058,611   $ 1,058,611