Hahaha! Perfect captioning! Jules is right, the place is a dump. Move on.
It does amaze me though how they would go there with what I think ought to be numerous other options in the city. Surely Beau (or Mr. X) would not even know of that place's existence, so I'd think Jules would have to have been the one who led him there. It's all so interesting.