The first-seen timestamp of a value is the time the firm first received it, recorded by the firm at ingestion, as opposed to the valid time the vendor attaches to it. A value whose first-seen time is much later than its valid time was backfilled (Book 7, chapter 3), and its history cannot be trusted to be what a live user would have seen.
ml_altdata.ic_summary.