That's definitely not Paphiopedilum niveum! It is completely mislabeled.
I think it might be a hybrid between Paphiopedilum bellatulum and Paphiopedilum concolor, I'm not sure, (not to be confused with the species Paphiopedilum wenshanense).
UPDATE: our suspicions were accurate. It is not a niveum. I contacted the seller and within an hour responded. He said it was in fact not niveum but godefroyae. He is doing right by me, but I'll still be stalking the illusive niveum as I dislike spots