Most Helpful Guy
I've considered my past SO a girlfriend for much less, and we never had the conversation. I guess it was assumed. One day I just started referring to her as my girlfriend.
I think you are safe. Maybe at some point over coffee, you can take the plunge and put it out there. "Would you consider you and I as being in a boyfriend girlfriend relationship?"