That's right: Batman and Joker are half-brothers, at least according to Penny. The movie never explicitly makes clear whether that's true or not. ... Though the film is populated with comic book characters, no iteration of Batman has revealed Bruce is related to his ultimate archenemy. (He's famously an only child.)