The city in the District of Columbia. People from the DC area never say "Washington," we call it the District or DC. Or if we're talking about specific communities: Dupont Circle, Georgetown, K Street, Q Street, we use those words.
Me: "Are you from this area?"
Stranger: "Yeah, right down in Washington"