Yeah, those zoning laws'll getcha every time.
In Georgetown, this guy's dad bought a huge house on Prospect Street (or something) and it was like 8 of them living in the house. In DC, I think no more than six unrelated people can live together unless it's a faith community.
So of course they registered as a church in DC.