Joker might be supernatural in origin, too. The ‘vat of chemicals’ story is explicitly a maybe, Batman can’t find any evidence he existed before he showed up as Joker, and he keeps surviving things it should be impossible to survive. That last one could be connected to the lazarus pit, though.