Missing detail cannot be verified
An image upscaler may produce plausible-looking eyelashes, fabric weave, or leaf veins, but an enlargement alone cannot prove those details existed in the source. This makes a polished free example a poor substitute for an original photograph when accuracy matters.
Workaround
Keep the source available for comparison and obtain a better capture for documentary uses.