Stands for Black I'd Do
Basically its a term like milf for communicating with your friends for a black chick that you would pound heavily.
Person x: See that black woman over there?
Person y: Yeah?
Person x: BID?
Person y: Oh fuck no that arse is fucking enourmous and just look at the face on it. What the fuck mate?