Gating ownership details until verification is the real trust move here — most lost-and-found flows expose location and time immediately, which is exactly what lets someone fake a claim.

Really solid UX thinking here. I like how the matching feels transparent instead of like a black box.

Breaking the match into checked criteria instead of a single score is the trust move here — a percentage tells you nothing about why it thinks it's your item, but "same category, similar location, similar time" lets the user verify the machine's logic themselves before claiming.