If it's only owned by one person, can that one person make it not accessible to everyone once they own it? Or is it just the public knowledge that there is one owner and listing who that is?
No, because everything on the blockchain is public. I'm not exactly sure how NFTs work, but they will have some data associated with them that will be publicly accessible on the blockchain.