Manual-review worklist
Every gap this pipeline found and refused to guess past. Nothing here was invented — each row is a real hole in what a Wikipedia pull returned, flagged instead of filled.
Flagged for manual review (10)
Source page's schedule table was truncated after 2 of 10 games (only Texas and North Carolina scores captured).
Needed Pull the full 1956 schedule directly. A Sports-Reference cross-check would need to be manual/human-paced per the project's hard constraint — never automated.
Source named only 2 of a stated 8 All-Americans (Joe Washington, Rod Shoate).
Needed Confirm the remaining six names.
Orange Bowl finale vs. Miami: source gave the score as "20-14" without confirming which number was OU's. PF/PA totals exclude this game.
Needed One manual check of the actual final score and which team led.
Source headline says "Final Record: 12-1" but separately lists losses to both Kansas State (Big 12 Championship) and LSU (BCS Championship) — those two facts can't both be true.
Needed Confirm 12-2 is correct before it flows into the Power Index math.
Same contradiction pattern as 2003 — headline says "12-1 (7-1)" but source lists losses to both Texas and Florida.
Needed Confirm 12-2 before it flows into the Power Index math.
Only 4 of ~11 games came through. The stated "10-1-1" record doesn't reconcile with "9 straight wins after the tie." This is the literal start of the 47-game streak.
Needed Pull the full 1953 schedule; reconcile the record.
Record and full schedule didn't come through at all — only coach, conference, and final rank (5th) plus Big 7/Orange Bowl champion confirmation. This is the year the 47-game streak ended (vs. Notre Dame).
Needed Re-pull or manually source the full season.
5 of 12 games are missing scores (Stanford loss, Texas loss, Kansas State win, Kansas win, Orange Bowl win over Florida State).
Needed Fill in the 5 missing scores to compute PF/PA.
Only 1 of 2 games has full opponent/date/score detail. PF/PA of 33-8 is trustworthy (the source's own stated season total), but the second game is unidentified.
Needed Identify the second 1897 opponent and score.
The tie game is referenced only in the overall 3-1-1 record, not itemized by opponent or score. This is also the first-ever OU-Texas game (a 6-0 loss).
Needed Identify the unnamed tie-game opponent/score.
Not yet pulled (0 seasons)
scripts/heisman_ledger/pull_wikipedia.py finishes these once it’s run somewhere with network access to en.wikipedia.org.