In Batman's conversation with Catwoman, the names of two Gotham City streets - Adams Street and O'Neil - are likely references to 1970s Batman comic book creators Neal Adams and Denny O'Neil.
The song about Gotham City heard toward the end of the episode is a parody of "Georgia on My Mind", most famously performed by Ray Charles.