spoiler . .. the only logical explanation was that there was a ghost too
There are a lot of clues in the movie support the idea there was a ghost like the ending drawing and why did Elizabeth freaked out that much that she jumped from the window from his back and the beginning of the movie when the cop looked at the cave direction.