2022-23 One and One

• G-001 Release date 2023-12-06 is confirmed by SIX independent sources (cardsmithsbreaks.com, cardboardconnection.com, checklistcenter.com, cardlines.com, dacardworld.com, steelcitycollectibles.com) but no first-party blog.paniniamerica.net dated QC Gallery/release post was found to corroborate it (unlike 2021-22). Treated as high-confidence but not first-party confirmed.
• G-002 2020-21 Update Autographs (12) / 2021-22 Update Autographs (21) card counts and their parallel-tier color lists came only from AI-summarizing WebFetch passes over checklistcenter.com and cardboardconnection.com, not raw HTML inspection. The two sources agree with each other, but this is a case the spec flags as needing extra caution (a summarizing fetch fabricated a card elsewhere on this project). Recommend a raw-HTML re-check before treating these counts/parallel lists as fully verified.
• G-003 Could not confirm or rule out whether Downtown, Timeless Moments, Team Titans Signatures, Jersey Autographs, Jumbo Jersey Autographs, Rookie Autographs, Rookie Jersey Autographs, Rookie Jumbo Jersey Autographs, or Prime Rookie Jersey Autographs carry their own parallel/color tiers (distinct from the confirmed Update Autographs subsets). No source found documenting this either way for these sets, so no "Has its own parallel tier" note was added for them -- absence of evidence, not evidence of absence.
• G-004 No stated numeric pull odds (e.g. "1:X packs" or "1 per case") were found for any insert, autograph, or parallel in this release from any source, including blog.paniniamerica.net, retailer pages, and breaker sites. Only non-quantitative box-average guarantee language was found ("1 autograph, and 1 base, parallel or insert per box, on average'' -- gamenerdz.com; "at least 1 autograph per box on average'' -- steelcitycollectibles.com). This matches the pattern reported for the three prior One and One seasons. scarcity_sets.csv and scarcity_parallels.csv are therefore empty by design, not by omission.
• G-005 CONTRADICTION WITH EXISTING DATA (Update Autographs card counts). sets.csv records 2020-21 Update Autographs = 12 and 2021-22 Update Autographs = 21 (33 combined). Those figures count COLOUR PARALLELS, not distinct cards. tcdb, under this release's own parent sid 367432, files the 2020-21 Update as two subsets totalling 2 distinct base cards (sid 403495 Dual Jersey Autographs = 1 card DJA-BHE Buddy Hield; sid 403501 Jersey Autographs = 1 card JA-BHE Buddy Hield) across 12 parallel sids, and the 2021-22 Update as 3 distinct base cards (sid 403507 Dual Jersey Autographs = DJ-BJB Bojan Bogdanovic and DJ-TYG Trae Young; sid 403514 Timeless Moments Autographs = TM-TYG Trae Young) across 15 parallel sids. cardboardconnection independently corroborates exactly this roster and no other names -- its 'One & One Update Autographs' section totals 33 by enumerating each player's colour variations (Buddy Hield in 6, Trae Young Timeless Moments in 8, etc.), which is where the 12/21/33 figures come from. 5 distinct base cards were written (2 + 3); all 5 numbers are sourced. No cards are missing -- the sets appear COMPLETE at 2 and 3 distinct cards. Recommend re-basing sets.csv card_count to the distinct-card figure, or recording explicitly that these two counts are parallel-inclusive. Not actioned here: sets.csv is outside this task's write scope.
• G-006 Team Titans Signatures: 34 of 35 rows written; the AJ GRIFFIN row is WITHHELD. tcdb renders his card number as the one-letter token 'TTS-A' on BOTH the base page (sid 399583) and the Black parallel (sid 399589) -- every other row in the set carries a three-letter suffix, so 'TTS-A' looks like a truncated tcdb data-entry value rather than what is printed. Errors.cfm/sid/399583 was tried (the spec's tool for resolving non-standard tokens) and returned NO entries, so the token is not positively evidenced as genuine. No marketplace seller title for an AJ Griffin Team Titans card was found carrying a full code; the only dealer listing located (sportsnutcards.com) renumbers it as a bare ordinal '9' and is unusable. The four sibling sets in this release give AJ Griffin RA-AJG / RJA-AJG / RJJ-AJG / PRJ-AJG, but writing 'TTS-AJG' from those would be DERIVATION from a nameable rule, which the spec forbids -- so the row is withheld rather than reconstructed. WITHHELD PLAYER: AJ Griffin (Atlanta Hawks). Roster is complete at 35; only this one card_number is unresolved.
• G-007 SINGLE-SOURCE LOG (per spec: log any card resting on a single tcdb page). The PLAIN sets are NOT single-source: Downtown (20) and Timeless Moments (5) are each corroborated position-for-position by cardboardconnection AND validated by goldin.co seller lot titles naming a player at a specific number (Downtown #4 Stephen Curry, #19 Paolo Banchero; Timeless Moments #1 LeBron James). Legends (29) is corroborated by cardboardconnection player-for-player. For the CODED sets, cardboardconnection failed calibration and could supply rosters only, so the card_numbers rest on tcdb alone EXCEPT: TTS-TPA and TTS-TYW (corroborated by ebay.de/itm/267473173048 and a comc.com CARD page whose URL path segment is the printed number) and TMA-SCU (corroborated by goldin.co/item/2022-23-panini-one-and-one-timeless-moments-autograph-tma-scu-stephenzjdby), which together independently establish the TTS- and TMA- prefixes. Rosters for every coded set are independently corroborated by cardboardconnection. Sets whose card_numbers rest on tcdb alone: Rookie Autographs (20, though re-verified through a second tcdb endpoint, Gallery.cfm), Rookie Jersey Autographs (20), Rookie Jumbo Jersey Autographs (25), Prime Rookie Jersey Autographs (25), Jersey Autographs (22), Jumbo Jersey Autographs (18), Timeless Moments Autographs Horizontal (8), and the 5 Update rows. A second independent source for these codes would be worth seeking.
• G-008 TCDB-SEEDING CAUGHT (fabrication check, recorded so a later pass does not 'fix' our data from it). An eBay catalogue page https://www.ebay.com/p/2345825858 -type result renders '2022-23 Panini One and One - Timeless Moments Autographs Ja Morant #TMA-18 Blue /35 (AU)'. '#TMA-18' is the real prefix bolted onto a placeholder ordinal -- tcdb's own Horizontal page prints TMA-JAM for Ja Morant -- and the title carries the tcdb flag string '(AU)', the documented seeding fingerprint. REJECTED as evidence. Likewise https://www.ebay.com/p/18064272920 ('#TTS-DWL Red /25 (AU)') and https://www.ebay.com/p/18064272032 ('#TTS-GHL /99 (AU)') are /p/ catalogue pages carrying the same fingerprint; they happen to agree with tcdb but were not counted as corroboration. A further case: the seller title on https://www.ebay.com/itm/176532862404 is clean free text ('...Grant Hill Team Titan Signatures Auto /99 #TTS-GHL') but '(AU)' appears OUTSIDE the title, in the page's item-specifics 'See more' module -- the documented outside-the-title fingerprint -- so that page was also not counted, and TTS- was corroborated from ebay.de/itm/267473173048 and comc instead.

If you know a source that answers one of these, tell us — name the question's label and where to look.