A couple reasons, they ask for a few just to make sure you weren't abusive and because the girlfriends tend to have a really in-depth knowledge of your person. More specifically of your person when you get upset, how your temper is, etc.

The one in question was one that I lived with, so it was of special importance to the background investigator since he assumed she knows a *whole lot* about my good, and bad, habits.