I've not seen any other True Detective season, do they all have supernatural elements

Not that I recall. I remember enjoying it as a well-acted moody detective show, but I don't recall supernatural elements. (However, having said that, I don't recall it incredibly clearly so I could be wrong.)

Wellington Paranormal is ridiculously fun. Like... it's just so silly and yet it's so easy to watch.