Thank you all for your answers!

When a place is "haunted" it usually means that place has scary ghosts or spirits present.

I wanted to ask about the word haunted in this context

Is you question about the structure of the sentence or the meaning of the word haunted? "Haunted" means there are some kind of ghosts or spirits present in the house.