You could always just do reverse search on the open dataset to see if it’s an exact copy (or over a threshold).

True, but “exact copy” almost certainly isn’t going to be what gets produced – and you can have a derivative work that isn’t an exact copy of the original, just generate something that looks a lot like part of the original. Like, you’d want to have a pretty good chance of finding a derivative work.