It is possible that the pitchfork disappeared when I climbed a deer stand, even though the slot on my back was available and the animation played showing my character "shouldering" the implement.
When I realized that the pitchfork was unresponsive, I suspected then that it had left my inventory, so I went back to the deer stand to see if the pitchfork lay there on the ground. I found nothing.