The police discovered the thiefs hide－out two days later, ______, however, the thieves had

The police discovered the thiefs hide-out two days later, ______, however, the thieves had disappeared.

A．by that time

B．then

C．when

D．by which time

请帮忙给出正确答案和分析，谢谢！