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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
Jun. 30, 2023
USD ($)
loan
Mar. 31, 2023
Jun. 30, 2022
USD ($)
Jun. 30, 2023
USD ($)
loan
Jun. 30, 2022
USD ($)
Dec. 31, 2022
USD ($)
participationInterest
loan
Debt Instrument [Line Items]            
Number of loans | loan 63     63   70
Other loan held for investment, net $ 3,200     $ 3,200    
Interest expense $ 70,570   $ 28,008 140,560 $ 50,509  
Amortization of deferred financing costs       $ 7,437 7,400  
Minimum conversion rate 0.50     0.50   0.50
FL2-Notes            
Debt Instrument [Line Items]            
Loans held for investment, aggregate unpaid principal balance percentage           14.10%
TRTX 2019-FL3            
Debt Instrument [Line Items]            
Loans held for investment, aggregate unpaid principal balance percentage           25.00%
TRTX 2021-FL4            
Debt Instrument [Line Items]            
Loans held for investment, aggregate unpaid principal balance percentage           21.50%
Collateralized loan obligations            
Debt Instrument [Line Items]            
Interest expense $ 39,200   18,200 $ 76,800 32,500  
Amortization of deferred financing costs $ 1,200   $ 1,900 $ 2,300 $ 4,100  
Collateralized loan obligations | FL3 Mortgage Assets            
Debt Instrument [Line Items]            
Loans held for investment, aggregate unpaid principal balance percentage 10.50%     10.50%    
Collateralized loan obligations | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Weighted average credit spread (in percent) 3.45%     3.45%   3.19%
Weighted average maturity (years)   2 years 8 months 12 days   2 years 4 months 24 days    
Collateralized loan obligations | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Number of loans | loan 3     3   3
Collateral (loans), outstanding principal $ 2,142,939     $ 2,142,939   $ 2,461,170
Collateral (loans), carrying value $ 2,136,382     $ 2,136,382   $ 2,452,212
Weighted average credit spread (in percent) 1.90%     1.90%   1.78%
Weighted average maturity (years)   14 years 9 months 18 days   14 years 7 months 6 days    
Collateralized loan obligations | SOFR | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Number of loans | loan 43     43    
Collateralized loan obligations | LIBOR | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Number of loans | loan           51
Collateralized loan obligations | FL2-Notes | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Weighted average credit spread (in percent)           3.16%
Weighted average maturity (years)   1 year 4 months 24 days        
Collateralized loan obligations | FL2-Notes | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Weighted average credit spread (in percent)           1.72%
Weighted average maturity (years)   11 years 9 months 18 days        
Collateralized loan obligations | FL2-Notes | SOFR | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Number of loans | loan           1
Collateral (loans), outstanding principal           $ 516,639
Collateral (loans), carrying value           $ 516,639
Collateralized loan obligations | FL2-Notes | LIBOR | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Number of loans | loan           10
Collateralized loan obligations | TRTX 2019-FL3 | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Weighted average credit spread (in percent) 3.35%     3.35%   3.08%
Weighted average maturity (years)   2 years 8 months 12 days   1 year 1 month 6 days    
Collateralized loan obligations | TRTX 2019-FL3 | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Weighted average credit spread (in percent) 2.05%     2.05%   1.60%
Weighted average maturity (years)   15 years 2 months 12 days   11 years 3 months 18 days    
Collateralized loan obligations | TRTX 2019-FL3 | SOFR | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Number of loans | loan 9     9    
Collateralized loan obligations | TRTX 2019-FL3 | SOFR | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Number of loans | loan 1     1    
Collateral (loans), outstanding principal $ 287,256     $ 287,256    
Collateral (loans), carrying value $ 287,256     $ 287,256    
Collateralized loan obligations | TRTX 2019-FL3 | LIBOR | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Number of loans | loan           23
Collateralized loan obligations | TRTX 2019-FL3 | LIBOR | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Number of loans | loan 2     2   1
Collateral (loans), outstanding principal $ 111,400     $ 111,400   $ 1,037,500
Collateral (loans), carrying value           $ 1,033,264
Collateralized loan obligations | TRTX 2021-FL4 | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Weighted average credit spread (in percent) 3.42%     3.42%   3.31%
Weighted average maturity (years)   3 years 4 months 24 days   2 years 7 months 6 days    
Collateralized loan obligations | TRTX 2021-FL4 | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Weighted average credit spread (in percent) 1.75%     1.75%   2.02%
Weighted average maturity (years)   16 years 1 month 6 days   14 years 8 months 12 days    
Collateralized loan obligations | TRTX 2021-FL4 | SOFR            
Debt Instrument [Line Items]            
Participating interest           $ 118,900
Number of participation interest | participationInterest           4
Collateralized loan obligations | TRTX 2021-FL4 | SOFR | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Number of loans | loan 18     18    
Collateralized loan obligations | TRTX 2021-FL4 | SOFR | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Number of loans | loan 1     1    
Collateral (loans), outstanding principal $ 948,652     $ 948,652    
Collateral (loans), carrying value $ 945,811     $ 945,811    
Collateralized loan obligations | TRTX 2021-FL4 | LIBOR | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Number of loans | loan           18
Collateralized loan obligations | TRTX 2021-FL4 | Compounded SOFR(6) | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Number of loans | loan           1
Collateral (loans), outstanding principal           $ 907,031
Collateral (loans), carrying value           902,309
Collateralized loan obligations | TRTX 2022-FL5 | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Weighted average credit spread (in percent) 3.51%     3.51%    
Weighted average maturity (years)       3 years 1 month 6 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)       15 years 7 months 6 days    
Collateralized loan obligations | TRTX 2022-FL5 | SOFR            
Debt Instrument [Line Items]            
Participating interest           $ 178,500
Number of participation interest | participationInterest           2
Collateralized loan obligations | TRTX 2022-FL5 | SOFR | Collateral (Loan Investments)            
Debt Instrument [Line Items]            
Number of loans | loan 16     16    
Collateralized loan obligations | TRTX 2022-FL5 | LIBOR | Debt (Notes Issued)            
Debt Instrument [Line Items]            
Number of loans | loan 1     1    
Collateral (loans), outstanding principal $ 21,600     $ 21,600    
Collateralized loan obligations | TRTX 2022-FL5 | Compounded SOFR(6) | 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 $ 903,315     $ 903,315    
Collateralized loan obligations | FL4 Securities            
Debt Instrument [Line Items]            
Loans held for investment, aggregate unpaid principal balance percentage 25.40%     25.40%    
Collateralized loan obligations | FL5 Securities            
Debt Instrument [Line Items]            
Loans held for investment, aggregate unpaid principal balance percentage 23.50%     23.50%    
Collateral Assets | Collateralized loan obligations | SOFR            
Debt Instrument [Line Items]            
Collateral (loans), outstanding principal $ 2,714,109     $ 2,714,109    
Collateral (loans), carrying value 2,471,666     2,471,666    
Collateral Assets | Collateralized loan obligations | LIBOR            
Debt Instrument [Line Items]            
Collateral (loans), outstanding principal           $ 3,032,456
Collateral (loans), carrying value           2,777,061
Collateral Assets | Collateralized loan obligations | FL2-Notes | LIBOR            
Debt Instrument [Line Items]            
Collateral (loans), outstanding principal           707,456
Collateral (loans), carrying value           508,507
Collateral Assets | Collateralized loan obligations | TRTX 2019-FL3 | SOFR            
Debt Instrument [Line Items]            
Collateral (loans), outstanding principal 477,957     477,957    
Collateral (loans), carrying value 387,154     387,154    
Collateral Assets | Collateralized loan obligations | TRTX 2019-FL3 | LIBOR            
Debt Instrument [Line Items]            
Collateral (loans), outstanding principal           1,250,000
Collateral (loans), carrying value           1,210,550
Collateral Assets | Collateralized loan obligations | TRTX 2021-FL4 | SOFR            
Debt Instrument [Line Items]            
Collateral (loans), outstanding principal 1,161,152     1,161,152    
Collateral (loans), carrying value 1,038,119     1,038,119    
Collateralized loan obligations | Collateralized loan obligations | TRTX 2021-FL4 | LIBOR            
Debt Instrument [Line Items]            
Collateral (loans), outstanding principal           1,075,000
Collateral (loans), carrying value           $ 1,058,004
Collateralized loan obligations | Collateralized loan obligations | TRTX 2022-FL5 | SOFR            
Debt Instrument [Line Items]            
Collateral (loans), outstanding principal 1,075,000     1,075,000    
Collateral (loans), carrying value $ 1,046,393     $ 1,046,393