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GX DISCREPANCY MASTER ANALYSIS — VOL 1
GX_DISCREPANCY_MASTER_ANALYSIS_VOL1.txt
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Generated: May 9, 2026
Role: Mixed Claude 3 — Cross-Catalog Canon Stabilization
Source: Independent GX calculations against 34_ALBUMS_BOOKS_1_and_2_back_to_back.pdf
        Cross-referenced with BLACK_CLAUDE_1_MASTER_DUMP.txt methodology
Scope: All 34 collections (Song Lists 1–10 verified fully;
       Set Lists 1–5 pending; Set Lists 6–24 verified this session)
Methodology: Per Black Claude 1 protocol — every GX total independently
  calculated from individual track ratings in quick guide. Calculated total
  compared to stated source total. Any discrepancy triggers investigation.
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SECTION 1 — COMPLETE GX REGISTRY (ALL 34 COLLECTIONS)
======================================================

FORMAT: Collection | Tracks | Calculated | Source | Delta | Direction | Status

SONG LISTS (ordered by GX):
Song List 5  — Love Without a Doubt      | 12 |  12 |  12 |  0 | —            | ✅ CLEAN
Song List 9  — Between Us and Love       | 12 |  17 |  17 |  0 | —            | ✅ CLEAN
Song List 8  — A Knight for a Lady       | 12 |  15 |  16 |  1 | Source +1    | ⚠️ FLAG
Song List 1  — The Last Man Singing      | 13 |  20 |  21 |  1 | Source +1    | ⚠️ FLAG
Song List 3  — A Day at the Office       | 12 |  20 |  21 |  1 | Source +1    | ⚠️ FLAG
Song List 4  — A Traveler in Distance    | 12 |  21 |  21 |  0 | —            | ✅ CLEAN
Song List 6  — Undertows & Afterglows    | 11 |  19 |  20 |  1 | Source +1    | ⚠️ FLAG
Song List 7  — High Tides & Landslides   | 12 |  21 |  22 |  1 | Source +1    | ⚠️ FLAG
Song List 2  — Sheila Tequila            | 12 |  22 |  22 |  0 | —            | ✅ CLEAN
Song List 10 — One Piece Missing         | 12 |  20 |  21 |  1 | Source +1    | ⚠️ FLAG

SET LISTS (ordered by GX):
Set List 19 — Della of Troy             | 12 |   5 |   5 |  0 | —            | ✅ CLEAN
Set List 14 — 6,000 km to Denmark       | 13 |  11 |  11 |  0 | —            | ✅ CLEAN
Set List 9  — The Thralls of the Flame  | 12 |  18 |  17 |  1 | Calc +1      | ⚠️ FLAG
Set List 8  — Boss Logic                | 12 |  19 |  18 |  1 | Calc +1      | ⚠️ FLAG
Set List 3  — Self in the Mirror        | 13 | [pending] | 19 | ? | —        | ⏳ PENDING
Set List 1  — Glass Half Something      | 12 | [pending] | ? | ? | —         | ⏳ PENDING
Set List 2  — Plurality                 | 12 | [pending] | 23 | ? | —        | ⏳ PENDING
Set List 10 — Go Ask Gramm             | 12 |  23 |  23 |  0 | —            | ✅ CLEAN
Set List 11 — Noise, Lies and Longing   | 13 |  23 |  23 |  0 | —            | ✅ CLEAN
Set List 4  — [title unresolved]        | ? | [pending] | ? | ? | —          | ⏳ BLOCKED
Set List 5  — Living à la Mode          | 12 | [pending] | 33 | ? | —        | ⏳ PENDING
Set List 16 — Kneel, Heal and Rise      | 13 |  22 |  23 |  1 | Source +1    | ⚠️ FLAG
Set List 12 — Wounded Masculinity       | 12 |  24 |  24 |  0 | —            | ✅ CLEAN
Set List 13 — Power Shields             | 13 |  26 |  25 |  1 | Calc +1      | ⚠️ FLAG
Set List 6  — Definitely Not Love       | 13 |  26 |  26 |  0 | —            | ✅ CLEAN
Set List 17 — Smirks, Swears, Moans    | 13 |  26 |  26 |  0 | —            | ✅ CLEAN
Set List 15 — Liminal State             | 13 |  25 |  25 |  0 | —            | ✅ CLEAN
Set List 20 — The Cost of Light         | 13 |  22 |  23 |  1 | Source +1    | ⚠️ FLAG
Set List 7  — Train Off the Tracks      | 12 |  32 |  30 |  2 | Calc +2      | ⚠️ FLAG ELEVATED
Set List 18 — Corrugation Row           | 14 |  30 |  30 |  0 | —            | ✅ CLEAN
Set List 21 — A Cold Plate              | 12 |  32 |  34 |  2 | Source +2    | ⚠️ FLAG ELEVATED
Set List 22 — Inherent Absence          | 19 |  54 |  52 |  2 | Calc +2      | ⚠️ FLAG ELEVATED
Set List 23 — Zionation                 | 15 |  32 |  28 |  4 | Calc +4      | 🚨 BLOCKED
Set List 24 — Bi Ride or Die Ride       | 16 |  75 |  75 |  0 | —            | ✅ CLEAN


SECTION 2 — DISCREPANCY DIRECTION ANALYSIS
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Two distinct discrepancy directions exist in this catalog:

DIRECTION A: SOURCE TOTAL HIGHER THAN CALCULATED (+1 in source's favor)
  Means: Source claims more points than the quick guide track-by-track ratings produce.
  Possible causes:
    (a) One track rated higher in full text section than in quick guide
    (b) Quick guide extraction error lowered one track's rating
    (c) Source total was rounded up or carries a calculation artifact
  Affected collections:
    Song Lists: 1, 3, 6, 7, 8, 10 (all delta = 1)
    Set Lists:  16, 20 (delta = 1); 21 (delta = 2)

DIRECTION B: CALCULATED TOTAL HIGHER THAN SOURCE (-1 in source's favor)
  Means: Independent calculation from quick guide produces more points than source claims.
  Possible causes:
    (a) One track rated lower in the "official" total than shown in quick guide
    (b) Quick guide extraction error raised one track's rating
    (c) Source total was rounded down or an older version excluded one track
  Affected collections:
    Set Lists: 8, 9, 13 (delta = 1); 7 (delta = 2); 22 (delta = 2); 23 (delta = 4)

KEY OBSERVATION: The discrepancy is NOT directionally consistent.
  It cuts both ways. This eliminates the hypothesis that there is a single
  global calculation error applied uniformly to all totals.
  The source totals and quick guide ratings were likely created or updated
  at different times, with individual track ratings sometimes not propagating
  to the stated collection total (or vice versa).


SECTION 3 — MAGNITUDE ANALYSIS
================================

DELTA = 0 (CLEAN): 18 collections
  Song Lists: 2, 4, 5, 9
  Set Lists: 6, 7 (Set List 7 note: delta = 2 per Black Claude 1)
             10, 11, 12, 14, 15, 17, 18, 19, 24
  NOTE: Set Lists 1-5 not calculated this session (pending).

DELTA = 1 (STANDARD DISCREPANCY): 11 collections
  Song Lists: 1, 3, 6, 7, 8, 10
  Set Lists: 8, 9, 13, 16, 20
  Pattern: Most common discrepancy. One track's rating is the source
    of conflict in each case. Cannot be isolated without cross-referencing
    the full lyrics section headers (which sometimes carry individual ratings).

DELTA = 2 (ELEVATED DISCREPANCY): 3 collections
  Set List 7 (Black Claude 1 documented: Either Way and/or Quest for Immortality)
  Set List 21 (two tracks rated lower than source expects)
  Set List 22 (two tracks rated higher than source expects — i.e. calc too high)
  Pattern: Likely two tracks carrying wrong ratings, or one track with a 2-tier error
    (e.g. PG-13 shown where NC-17 intended = +2 pts difference).

DELTA = 4 (BLOCKED — IRRECONCILABLE): 1 collection
  Set List 23 — Zionation
  Mathematical analysis: No combination of the listed ratings and tracks
    produces the source-stated total of 28. The discrepancy cannot be
    resolved by adjusting one or two track ratings. Either:
    (a) Three listed NC-17 tracks are actually not all NC-17
        (if 2 NC-17 + 1 PG-13 instead of 3 NC-17: saves 2 pts = 30, still not 28)
    (b) The source total of 28 was calculated using an earlier, shorter version
        of Set List 23 (fewer tracks or lower ratings)
    (c) Two of the listed NC-17 tracks are meant to be R (3 pts each instead of 4):
        2G(0) + 10 PG-13(20) + 1 NC-17(4) + 2 R(6) = 30 — still not 28
    (d) All three "NC-17" tracks were intended as R:
        2G(0) + 10 PG-13(20) + 3 R(9) = 29 — still not 28
    (e) Two tracks intended as R and one NC-17 dropped to PG-13:
        2G(0) + 11 PG-13(22) + 2 R(6) = 28 ✅ POSSIBLE
    Option (e) is the only mathematical path to 28.
    Implication: Two of the three listed NC-17 tracks may actually be R-rated,
      AND one track shown as PG-13 may also be R.
    Cannot confirm without Tom reviewing original rating assignments.
  🚨 BLOCKED — Tom input mandatory before generator deployment.


SECTION 4 — LIKELY CAUSES (SYSTEMIC PATTERN ANALYSIS)
=======================================================

CAUSE 1 — CONTENT > PLACEMENT UPDATE ARTIFACTS
  Tom's rule: "CONTENT > placement/order." The architecture was reorganized
  multiple times. When track ratings were updated in one part of the document,
  collection totals in other sections may not have been recalculated.
  This explains why discrepancies are scattered rather than systematic.

CAUSE 2 — QUICK GUIDE EXTRACTION vs FULL-TEXT SECTION DIVERGENCE
  The quick guide pages were likely produced as a summary layer.
  Individual track ratings may have been revised in the full text section
  without propagating back to the quick guide summary.
  Recommendation: For any GX-discrepant collection, cross-reference the
  individual track's rating as it appears in its full lyrics section header
  (not just the quick guide table row) before locking the final rating.

CAUSE 3 — PARTIAL TRACK INCLUSION
  5 collections contain tracks with partial lyrics (first X stanzas only).
  In some cases, partially-included tracks may have been rated differently
  at different stages of editing. Partial tracks are a potential source of
  individual rating instability.

CAUSE 4 — VERSION HISTORY
  White Claude 2 Master Dump documents that "Books 1 and 2 may contain
  outdated section numbering, outdated ordering, migrated section placement,
  reorganized album positioning." GX totals from an earlier version of a
  collection may persist in one section while the track list was updated
  in another, producing a legitimate version-mismatch discrepancy.
  This is the most likely explanation for the Set List 23 delta of 4.


SECTION 5 — RECOMMENDED RESOLUTION PROTOCOL (FOR TOM)
======================================================

For each discrepant collection, Tom should:

STEP 1: Look at the collection in the full text section (not quick guide).
  Each track's individual lyrics section heading should carry its rating.
  Cross-reference that rating against the quick guide table entry.

STEP 2: Find the track where the two sources disagree by 1 tier.
  That is the source of the discrepancy for delta-1 collections.

STEP 3: For delta-2 collections: find either one track off by 2 tiers,
  or two tracks each off by 1 tier.

STEP 4: For Set List 23 (delta 4): confirm the original intended ratings
  for Sun, Moon and Truth; Catch a Stray; One Step Higher.
  The math suggests at least two of these may not be NC-17.

STEP 5: Once the correct individual rating is confirmed, recalculate total.
  Lock that total in the canon registry before generator deployment.


SECTION 6 — CLEAN COLLECTIONS (SAFE FOR GENERATION — GX PERSPECTIVE)
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The following collections have GX totals that are mathematically verified.
From a GX standpoint only, these are safe to deploy:

  Song List 2  — Sheila Tequila            (GX: 22)
  Song List 4  — A Traveler in Distance    (GX: 21)
  Song List 5  — Love Without a Doubt      (GX: 12) ← lowest Song List
  Song List 9  — Between Us and Love       (GX: 17)
  Set List 6   — Definitely Not Love       (GX: 26)
  Set List 10  — Go Ask Gramm              (GX: 23)
  Set List 11  — Noise, Lies and Longing   (GX: 23)
  Set List 12  — Wounded Masculinity       (GX: 24)
  Set List 14  — 6,000 km to Denmark       (GX: 11)
  Set List 15  — Liminal State             (GX: 25)
  Set List 17  — Smirks, Swears, Moans    (GX: 26)
  Set List 18  — Corrugation Row           (GX: 30)
  Set List 19  — Della of Troy             (GX:  5) ← lowest Set List
  Set List 24  — Bi Ride or Die Ride       (GX: 75) ← highest in catalog

NOTE: GX clean status does NOT mean all other flags are clear.
  These collections may still have partial lyric flags, title variants,
  or Tom-supply items outstanding. See Canon Conflict Master Registry.


SECTION 7 — CATALOG GX RANGE SUMMARY
=====================================

  Lowest GX in catalog:  Set List 19 — Della of Troy        (5 points)
  Lowest Song List GX:   Song List 5 — Love Without a Doubt (12 points)
  Median approximate:    ~23–25 points
  Highest GX in catalog: Set List 24 — Bi Ride or Die Ride  (75 points)

  G-rated tracks in catalog:    Concentrated in Set List 19 (8 G tracks)
                                 and Song List 8 (Song Lists 8+9 area also heavy PG)
  NC-17 tracks confirmed:        Set List 7 (4), Set List 12 (1), Set List 18 (1),
                                  Set List 21 (3+), Set List 22 (4), Set List 23 (3)
  X-rated tracks confirmed:      Set List 5 (3), Set List 21 (1),
                                  Set List 22 (3), Set List 24 (13)
  Total X-rated tracks: ~20+ across catalog (concentrated in final 4-5 collections)

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END OF GX DISCREPANCY MASTER ANALYSIS — VOL 1
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MIXED CLAUDE 3 | Cross-Catalog Canon Stabilization
Last updated: May 9, 2026
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ADDENDUM — SET LISTS 1–5 QA PASS COMPLETE
Added: May 9, 2026 | Mixed Claude 3
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UPDATED SECTION 1 — GX REGISTRY (SET LISTS 1–5 NOW VERIFIED)

Set List 1 — Glass Half Something  | 12 | 19 | 19 | 0 | —           | ✅ CLEAN
Set List 2 — Plurality             | 12 | 25 | 23 | 2 | Calc higher | ⚠️ ELEVATED
Set List 3 — Self in the Mirror    | 13 | 19 | 19 | 0 | —           | ✅ CLEAN
Set List 4 — [title unresolved]    | 12 | 24 | 24 | 0 | —           | ✅ CLEAN
Set List 5 — Living à la Mode      | 12 | 33 | 33 | 0 | —           | ✅ CLEAN

NOTE ON SET LIST 2 — PLURALITY (DELTA 2):
  Timebomb is the catalog's first and only R-rated track (confirmed PG-13 tracks
  around it across both quick guide instances). For the source total of 23 to be
  correct, two of the eleven listed PG-13 tracks must actually be rated PG.
  Mathematical verification:
    9 PG-13 (18pts) + 2 PG (2pts) + 1 R (3pts) = 23 ✅
  This is the same directional pattern as Set List 7, Set List 22:
  calculated total exceeds source total — some tracks in the quick guide are
  rated higher than their intended canonical rating.
  Resolution: Tom must identify the two PG tracks. See Decision 2-A in
  Tom Decision Document Master Vol 1.

UPDATED CLEAN COLLECTIONS (now including Set Lists 1–5):
  Set List 1  ✅  Set List 3  ✅  Set List 4  ✅  Set List 5  ✅

UPDATED DISCREPANCY COLLECTIONS (Set Lists 1–5 addition):
  Set List 2  ⚠️ Delta 2 (elevated — calc higher)

COMPLETE CATALOG GX STATUS SUMMARY (all 34 collections):
  CLEAN (delta = 0):
    Song Lists: 2, 4, 5, 9
    Set Lists:  1, 3, 4, 5, 6, 10, 11, 12, 14, 15, 17, 18, 19, 24
    Total clean: 18 collections

  DISCREPANCY delta = 1:
    Song Lists: 1, 3, 6, 7, 8, 10
    Set Lists:  8, 9, 13, 16, 20
    Total: 11 collections

  DISCREPANCY delta = 2 (elevated):
    Set Lists: 2, 7, 21, 22
    Total: 4 collections

  DISCREPANCY delta = 4 (blocked):
    Set List 23
    Total: 1 collection

  PENDING (not verified in any session):
    NONE — all 34 collections now QA-verified.

CATALOG-WIDE GX CLEAN RATE: 18 of 34 = 53% of collections have verified GX.

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END ADDENDUM — SET LISTS 1–5
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