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docs(lineage): register Phase V (Front O) — evidence/observer-3
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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study/analysis/build_lineage.py

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"metrics": {"beta_year": 0.00015, "drift20": 0.003, "sd_between": 0.0516,
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"delta20": 0.026, "p_tost": 0.006, "p_tost_boot": 0.005,
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"p_tost_balanced": 0.043, "n_obs": 638}},
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# ── 9th round (Front O: strong observer-invariance via a 3rd information set) ──
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{"id": "V", "front": "Observer invariance", "tag": "evidence/observer-3", "commit": "b654bca",
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"title": "The third observer: player-informed p (disjoint information set)",
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"blocks": ["55_third_observer"], "figures": [],
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"metrics": {"n_eval": 17356, "elo_corr_law": 0.9975, "book_corr_law": 0.9938,
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"players_corr_law": 0.9938, "elo_shape_rmse": 0.0053, "book_shape_rmse": 0.0062,
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"players_shape_rmse": 0.0051, "elo_brier": 0.2338, "book_brier": 0.23,
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"players_brier": 0.2355}},
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]
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study/docs/LINEAGE.md

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> 38 leagues). Return to any state with
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> `git checkout <tag>`; audit a result change with `--check`.
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**HEAD at generation:** `dadd67dd` ⚠️ working tree DIRTY
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**HEAD at generation:** `b654bca8` ⚠️ working tree DIRTY
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| Phase | Front | Finding | Blocks | Figures | Headline numbers | Commit | Tag |
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|------|--------|--------|--------|---------|----------------|--------|-----|
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| **S** | External validity | Tennis: the law belongs to the sport, not to football (canonical layer) | 48_tennis | f35 | skew_fav=-0.571 · skew_dog=2.314 · calib_pfav=0.688 · calib_winrate=0.692 · law_atp=-1.0 · law_wta=-0.98 · n_matches=62865 | `4cf9084` (2026-06-23) | `evidence/frente-S` |
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| **T** | External validity | Basketball: the law holds in a 3rd sport (NBA moneyline, canonical layer) | 49_basketball | f36 | skew_fav=-0.57 · skew_dog=2.609 · calib_pfav=0.694 · calib_winrate=0.685 · law_nba=-0.95 · n_matches=19621 | `fa6ea6b` (2026-06-23) | `evidence/frente-T` |
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| **U** | Equivalence | Temporal equivalence: 'no drift' as TOST (evidence of absence) | 51_temporal_equivalence | f37 | beta_year=0.00015 · drift20=0.003 · sd_between=0.0516 · delta20=0.026 · p_tost=0.006 · p_tost_boot=0.005 · p_tost_balanced=0.043 · n_obs=638 | `0598390` (2026-06-23) | `evidence/frente-U` |
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| **V** | Observer invariance | The third observer: player-informed p (disjoint information set) | 55_third_observer || n_eval=17356 · elo_corr_law=0.9975 · book_corr_law=0.9938 · players_corr_law=0.9938 · elo_shape_rmse=0.0053 · book_shape_rmse=0.0062 · players_shape_rmse=0.0051 · elo_brier=0.2338 · book_brier=0.23 · players_brier=0.2355 | `b654bca` (2026-07-06) | `evidence/observer-3` |
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## Versioning tags (`evidence/*`)
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One annotated tag per evidence milestone points to the commit that established

study/lineage.json

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{
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"schema": "skew-dynamic/lineage@1",
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"generated_at_head": "dadd67dd",
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"generated_at_head": "b654bca8",
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"head_dirty": true,
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"data": {
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"sha256": "6905ca5324df9528",
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"pandas": "3.0.3",
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"scipy": "1.18.0",
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"statsmodels": "0.14.6",
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"python": "3.14.3"
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"python": "3.12.3"
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},
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"phases": [
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{
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"n_obs": 638
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},
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"commit_date": "2026-06-23"
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},
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{
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"id": "V",
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"front": "Observer invariance",
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"tag": "evidence/observer-3",
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"commit": "b654bca",
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"title": "The third observer: player-informed p (disjoint information set)",
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"blocks": [
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"55_third_observer"
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],
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"figures": [],
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"metrics": {
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"n_eval": 17356,
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"elo_corr_law": 0.9975,
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"book_corr_law": 0.9938,
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"players_corr_law": 0.9938,
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"elo_shape_rmse": 0.0053,
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"book_shape_rmse": 0.0062,
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"players_shape_rmse": 0.0051,
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"elo_brier": 0.2338,
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"book_brier": 0.23,
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"players_brier": 0.2355
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},
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"commit_date": "2026-07-06"
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}
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]
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}

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