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Related Party Transactions - Additional Information (Detail) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Dec. 31, 2017
Related Party Transaction [Line Items]          
Expense incurred as result of multiple service agreements $ 2,738 $ 2,800 $ 5,501 $ 5,507  
Period of bear interest at commercial paper rate     30 days    
Due to affiliates 19,316   $ 19,316   $ 6,148
Interest expense accrued and/or paid due to intercompany arrangements 37 44 91 51  
Interest income accrued and/or received due to intercompany arrangements 1 6 2 6  
AEGON USA Realty Advisors, LLC          
Related Party Transaction [Line Items]          
Expense incurred as result of multiple service agreements 10 50 21 101  
AEGON USA Investment Management LLC          
Related Party Transaction [Line Items]          
Expense incurred as result of multiple service agreements 541 439 1,158 930  
Transamerica Capital, Inc.          
Related Party Transaction [Line Items]          
Expense incurred as result of multiple service agreements 5,814 6,129 11,924 11,687  
Transamerica Asset Management, Inc.          
Related Party Transaction [Line Items]          
Expense incurred as result of multiple service agreements   0 0 79  
Distribution and shareholder services agreement          
Related Party Transaction [Line Items]          
Revenue from participation agreement 786 $ 598 1,597 $ 1,198  
Transamerica Life Insurance Company          
Related Party Transaction [Line Items]          
Expense incurred as result of multiple service agreements $ 195   313    
1.10 % Note Payable          
Related Party Transaction [Line Items]          
Intercompany short-term note payable or receivable     $ 10,000    
Interest on intercompany note payable/receivable     1.10%    
Intercompany short-term note receivable, date     Oct. 20, 2017