Turns out he wasn't a ghost at all. Just the mother of a professional jockey that was trampled to death, only he actually didn't die but instead had his horse's bones grafted onto his own so he could walk again.
He was really nice, actually. A bit shy, but I guess that's what happens when you live in a basement for so long.