It's not commonly heard that there's underworld. there's no backup too the underworld don't exists.

other than humans, there's other creatures on sea, land and grounds. however does that covers all the mysteries unfold? there's still more of mystery creatures to be discovered.

from some prophecies and traditions, there's still strange creatures to come out from hidden places. Thus, other dimension or space than Earth isn't impossible.