Is it the former and latter or former and ladder?

The former and latter is correct.

  • “Latter” refers to the last item in a list of two or more things.
  • “Ladder” refers to an object that you can use to climb something or to reach something that’s up high.

Latter” and “ladder” are sometimes confused because they’re pronounced somewhat similarly in US English.