Here's something I thought of from looking at the rules:
"Dies automatically at the end of the third phase and loses if win condition is not yet achieved."
So my theory is that the third party (the lost mad hatter) wants to start a duel every day to get his win condition.
The lost mad hatter is likely one of these people.