The Pumpkin Ghoul can only be fought upon obtaining God-rank in a Magician's Life by purchasing the Origin Island DLC , and accepting Jinx's Magician Special request.
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The Pumpkin Ghoul is an enemy that can be found in the Deep Elderwood. They loiter around the forest with the Pumpcactin and the Pumpking.