# annulus-heldout Held-out eval sets for the year-plugin project (same-source as `0X_filtered` training, held out = not in training). - `FY2001/heldout_2001_samesource.jsonl` - 783 docs, all date=2001, same-source mix (common_corpus/USPTO/sec_edgar/arxiv). Use for FY2001 self-year absorption. - `multiyear/eval_heldout.jsonl` - ~10k docs, year/bucket_id/year_token, buckets 1500s..2000. Use for cross-year (far-year) cutoff. ## Convention for later years Add each new year's same-source held-out under `FY/heldout__samesource.jsonl` (carved from that year's `0X_filtered` repo, docs NOT used in training).