Edward P. Jones has several collections of short stories that are set in DC. Most take place in the 50’s though 80’s, but some are set quite a bit farther back. I’m pretty sure he grew up in DC. He certainly has a great grasp of the city, the community, and our history. The only title that’s coming to mind right now is Lost in the City.