Trolls are named after the first thing they eat, so Pee Hat probably ate a Partyhat, an item often referred to as a "Phat". A good strategy to kill them is to stand 2 steps south of the entrance, and kill one after the other. the only problem with this is that when you go to pick up your drop from Pee Hat you will be attacked by several thrower trolls.