When a record company says they've given you a 16/44.1K or a 24/96K file, you pretty much just have to take their word for it. Yes, there are some tests you can run to see if there is any data in the file above 22K but even if there isn't, that's not a guarantee that they've misrepresented anything. There are lots of microphones that don't go much above 15K as well as a lot of tape machines that don't have much range over 20K. I seem to recall there was a spate of misrepresented hi-rez material a few years ago but I think the companies have figured out there is more downside than up in playing that game.
And, the same uncertainty about quality has always been true. Back in the old days when you bought a LP, you had no idea if it was from a first generation master or a fifth. Nor did they tell you if your pressing was from the first 10% of the pressings or the last portion of the run before they scrapped that stamper. We would all prefer the better quality LP but never had a choice in the matter.
As far as multiple digitizations of an analog recording, this is not uncommon with popular albums that have been reissued. For example, how many times have the Beatles albums been "remastered" for another release? In this process, they take the original tape and redigitize it, ostensibly to higher standards this time. And that often includes playing with the frequency response, applying additional noise reduction, playing with compression levels (especially if the reissue came at the height of the loudness wars) and so on. (Also do not confuse remastering with remixing the multitrack studio tape which is much less common.)