There are many awesome people you can hire that you wouldn't hang out after work, and that's OK - you don't have to be friends with all your coworkers, you just have to be able to work together.
Instead, identify qualities & behaviors that your company values or are exhibited by successful employees and ask for examples of the candidate demonstrating them.