As you may have noticed, on occasion, it is possible for a King to be taken in three player chess. Consider the following moves:
The White Pawn takes the Red Pawn, leaving the Red King in check by the Black Queen.
So what happens?
The Black Queen has the option to take the Red King which will eliminate the Red player from the game.