Serving as a prison and a genetic modification facility, Blackgate Penitentiary is located on a small island in Gotham Bay, which is part of Gotham City. Batman: The Long Halloween suggests that it was preceded by Gotham State Penitentiary, which appeared often in comics prior to the continuity change brought about by 1985 miniseries Crisis on Infinite Earths.