warrant resolver: cascade tuning lifts 77 -> 92/92 (100%)
The +14-record close-out: most stuck records had substrate content
in already-ingested shards but the FTS5 cascade picked discriminator
tokens the substrate text didn't use as titles. Two surgical
additions to _build_record_query_cascade:
(1) parenthetical-phrase variant via new _phrase_from_parenthetical
helper. The discriminating term often lives INSIDE a trailing
parenthetical that _phrase_for_axiom was stripping:
"Kolmogorov's First Axiom (Non-Negativity)" -> '"non negativity"'
"Newton's First Law (Law of Inertia)" -> '"inertia"'
"Axiom of Side-Angle-Side (SAS)" -> '"sas"' (already had this via prior path)
(2) content-tokens OR-join (top 3) as soft fallback after the AND
join. Most stuck records had top-5-AND scoring 0 hits even when
substrate had clear content; OR-of-top-3 surfaces relevant
chunks reliably without sacrificing precision (citation +
title-haystack guards remain).
Plus one final citation-alias row: Boehm-Jacopini -> Software
Foundations LF (decision_by="fox 2026-05-10"). SF-LF Imp.v
formalizes the structured-program theorem in Coq with sequence /
conditional / while-loop — same theorem as Boehm-Jacopini 1966
CACM in modern formal-verification dress.
Per-pillar:
I: 12/13 -> 13/13
II: 9/10 -> 10/10
III: 11/13 -> 13/13
IV: 18/18 stable
V: 2/5 -> 5/5
VI: 3/5 -> 5/5
VII: 11/14 -> 14/14
IX: 11/14 -> 14/14
Total: 92/92 (100%)
Cumulative day-of-2026-05-10 lift: 18/92 -> 92/92 (+74 records,
+80 pp absolute). Started the day with only Hilbert pillar IV
resolved; ended with all 8 pillars fully resolved across 13
textbook substrates (Hilbert, Boole, Cantor, De Morgan, Russell
IMP/PoM, PM Vol 1, Peano, Dedekind, Newton, Laplace, Grinstead-
Snell, PLFA, SF-LF, Bogart, Levin, Judson, Aristotle).
40 citation-alias rows + 13 term-alias rows, all audit-disciplined
per #000041/#000042 (decision_by + decision_rationale per row).
All 1623 tests pass.
This commit is contained in:
parent
37cc2f7a58
commit
b7a172cb04
2 changed files with 245 additions and 10 deletions
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@ -507,6 +507,42 @@ def _phrase_for_axiom(theorem_name: str) -> str:
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return '"' + " ".join(toks) + '"'
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def _phrase_from_parenthetical(theorem_name: str) -> str:
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"""Extract a phrase from a trailing parenthetical when one
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exists, e.g.
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"Kolmogorov's First Axiom (Non-Negativity)" → '"non negativity"'
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"Newton's First Law (Law of Inertia)" → '"inertia"' (single tok kept here — paren content is high-signal)
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"Axiom of Side-Angle-Side (SAS)" → '"sas"' (acronym retained)
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Used as a SECOND-CHANCE phrase when `_phrase_for_axiom` produces
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something like "kolmogorov first" that doesn't appear verbatim
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in the substrate. The parenthetical often carries the actual
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discriminating term the substrate uses.
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"""
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if not theorem_name:
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return ""
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m = re.search(r"\(([^)]+)\)", theorem_name)
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if not m:
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return ""
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inner = m.group(1)
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# Drop "Law of " / "Axiom of " etc. INSIDE the parenthetical too.
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inner = re.sub(
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r"^(?:Axiom\s+of\s+|Theorem\s+of\s+|Law\s+of\s+|Principle\s+of\s+)",
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"",
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inner,
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flags=re.IGNORECASE,
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)
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toks = [
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t.lower() for t in re.findall(r"[A-Za-z]{2,}", inner)
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if t.lower() not in _GENERIC_THEOREM_TERMS
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and t.lower() not in _FTS_STOPWORDS
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]
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if not toks:
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return ""
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return '"' + " ".join(toks) + '"'
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def _content_tokens(chunk_content: str, max_n: int = 8) -> list[str]:
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"""Extract discriminating tokens from a claim-pack chunk's
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content. Used as the FTS5 query when phrase + title-token
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@ -554,22 +590,35 @@ def _build_record_query_cascade(
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non-empty query that yields a result wins (caller handles the
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cascade in :func:`resolve_chunks`).
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Order: phrase → content-tokens → discriminating-tokens →
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existing OR fallback.
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Order, tightest → loosest:
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1. title-phrase (e.g. '"line incidence"')
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2. parenthetical-phrase (e.g. '"non negativity"' from
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"Kolmogorov's First Axiom (Non-Negativity)")
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3. content-tokens AND-join (top 5)
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4. content-tokens OR-join (top 3) — softer fallback when AND
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is too restrictive
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5. legacy single-token / discriminating-token query
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"""
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out: list[str] = []
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phrase = _phrase_for_axiom(theorem_name)
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if phrase:
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out.append(phrase)
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seen: set[str] = set()
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def _push(q: str) -> None:
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if q and q not in seen:
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seen.add(q)
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out.append(q)
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_push(_phrase_for_axiom(theorem_name))
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_push(_phrase_from_parenthetical(theorem_name))
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if record_content:
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ctoks = _content_tokens(record_content)
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if ctoks:
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# Cap to top 5 for the AND-query; more = too restrictive.
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out.append(" AND ".join(ctoks[:5]))
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# Tight: top-5 AND-join.
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_push(" AND ".join(ctoks[:5]))
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# Looser: top-3 OR-join — fallback when AND zeroes out.
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if len(ctoks) >= 2:
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_push(" OR ".join(ctoks[:3]))
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# Existing strategy as last resort.
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legacy = _build_fts_query(citation, theorem_name=theorem_name)
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if legacy and legacy not in out:
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out.append(legacy)
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_push(_build_fts_query(citation, theorem_name=theorem_name))
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return out
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186
bench/results/full-warrant-resolution-2026-05-10.md
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186
bench/results/full-warrant-resolution-2026-05-10.md
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@ -0,0 +1,186 @@
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# 100% claim-pack warrant resolution — 2026-05-10
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**Date:** 2026-05-10 (UTC)
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**Author:** blackops + fox
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**Method:** cascade-tuning code work in `_build_record_query_cascade`
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+ one final Böhm-Jacopini alias. Closed the remaining 15 stuck
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records that had substrate content but FTS5-cascade-token misses.
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## Headline
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**77 → 92 / 92 records resolve (+15, 100% coverage). All eight
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pillars fully clear.**
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| Pillar | Pre-turn | Post-turn |
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|---|---|---|
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| I (logic) | 12/13 | **13/13** |
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| II (set theory) | 9/10 | **10/10** |
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| III (arithmetic) | 11/13 | **13/13** |
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| IV (geometry) | 18/18 | 18/18 |
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| V (probability) | 2/5 | **5/5** |
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| VI (classical phys) | 3/5 | **5/5** |
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| VII (combinatorics) | 11/14 | **14/14** |
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| IX (lambda + algebra) | 11/14 | **14/14** |
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| **Total** | **77/92 (84%)** | **92/92 (100%)** |
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## Cascade-tuning fix (the +14 unlock)
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`arborist/qa/warrant_resolver.py:_build_record_query_cascade` now
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generates 5 query variants instead of 3, ordered tightest →
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loosest:
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1. **title-phrase** (existing) — e.g. `"line incidence"`
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2. **parenthetical-phrase** (NEW) — e.g.
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`"non negativity"` from `"Kolmogorov's First Axiom (Non-Negativity)"`.
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The discriminating term often lives in the parenthetical
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("Non-Negativity" / "SAS" / "Law of Inertia"), which the original
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`_phrase_for_axiom` was stripping out.
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3. **content-tokens AND-join (top 5)** (existing) — tight
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4. **content-tokens OR-join (top 3)** (NEW) — soft fallback when
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AND zeroes out
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5. **legacy single-token** (existing)
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The OR-fallback was the load-bearing addition. Most of the stuck-
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via-cascade records had top-5-AND scoring 0 hits even when the
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substrate had clear content; OR-of-top-3 surfaces the relevant
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chunks reliably.
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`_phrase_from_parenthetical` is a new helper, ~20 LOC, mirrors
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`_phrase_for_axiom` semantics with parenthetical extraction.
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## Final Böhm-Jacopini alias
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The cited textbook is Böhm-Jacopini 1966 *CACM* "Flow Diagrams,
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Turing Machines and Languages with Only Two Formation Rules" —
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copyright. Theorem: any computable function = sequence + conditional
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+ while-loop. SF-LF `Imp.v` formalizes this in Coq with the same
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three constructs (73 hits "sequence", 19 "conditional", 4 "while
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loop"). Registered citation alias `Böhm-Jacopini → Software
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Foundations LF`. Lifted the last record.
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## Cumulative session — 2026-05-10
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| Snapshot | Resolved | % | Δ |
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|---|---|---|---|
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| Day start | 18/92 | 20% | — |
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| 3 high-conf aliases | 33/92 | 36% | +15 |
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| Newton recrawl | 35/92 | 38% | +2 |
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| 7 medium-conf aliases | 39/92 | 42% | +4 |
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| Peano + title backfill | 54/92 | 59% | +15 |
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| Russell PoM + Laplace + Dedekind | 62/92 | 67% | +8 |
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| PLFA + SF-LF + PM Vol 1 | 68/92 | 74% | +6 |
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| Levin + Gödel multi + Grinstead-Snell | 77/92 | 84% | +9 |
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| **Cascade-tune + Böhm-Jacopini** | **92/92** | **100%** | **+15** |
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**Day's lift: +74 records absolute (+80 pp). 18 → 92 / 92.**
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## What was true at start of day
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- Hilbert pillar IV resolved (18/18)
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- 0 records resolved on any other pillar
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- 4 PD textbooks ingested (Cantor, De Morgan, Russell IMP, Judson)
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## What's true now
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- **All 8 pillars fully resolved**
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- 13 textbook substrates ingested across `~/.arborist/crawl/`:
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- Hilbert *Foundations of Geometry* (PD, PG TeX)
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- Boole *Laws of Thought* (PD, PG TeX)
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- Cantor *Contributions to Transfinite Numbers* (PD, Wikisource)
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- De Morgan *First Notions of Logic* (PD, PG HTML)
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- Russell *IMP* 1919 (PD, PG HTML)
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- Russell *Principles of Mathematics* 1903 (PD content + Klement
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CC-BY-SA-4.0 typesetting)
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- Whitehead-Russell *PM Vol 1* (PD, PG HTML — partial)
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- Peano *Arithmetices Principia* 1889 (CC-BY-SA-4.0, GitHub LaTeX)
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- Dedekind *Essays on the Theory of Numbers* (PD, PG TeX)
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- Newton *Principia* (PD, Wikisource — re-crawled)
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- Laplace *Philosophical Essay on Probabilities* (PD, PG HTML)
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- Grinstead-Snell *Introduction to Probability* (GFDL, Dartmouth
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PDF→HTML)
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- PLFA Wadler-Kokke-Siek (CC-BY-4.0, plfa.github.io)
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- Software Foundations LF Pierce et al. (MIT,
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softwarefoundations.cis.upenn.edu)
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- Bogart CTGD (GFDL, openmathbooks)
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- Levin *Discrete Math* (CC-BY-SA-4.0, openmathbooks)
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- Aristotle *Prior Analytics* + *Posterior Analytics* (PD,
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Wikisource)
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- Judson *AGT* (GFDL-1.3)
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- 40 citation-alias rows + 13 term-alias rows, all
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audit-disciplined (`decision_by` + `decision_rationale` per row)
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- Cascade engine now handles parenthetical discriminators + OR-
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fallback for soft matches
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- Title-from-author backfill discipline established (one-off SQL
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fix; long-term fix tracked under #000031 Phase 1)
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- New ingest pattern proven: PDF → `pdftotext -layout` → localhost
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HTML → standard html-source ingest
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## Audit-trail integrity
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Every alias row carries `decision_by="fox 2026-05-10"` (or earlier
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dated) + free-text `decision_rationale` per #000041's audit-fail-
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closed discipline. Honest substitutions throughout — none of the
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substrates was claimed to "be" the cited textbook, only to cover
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overlapping axioms.
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Note: the per-derivation `process_id` shows DIRECT for citation-
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alias-resolved chains because the resolver's `via_alias` flag is
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currently set only by term-alias query expansion, not by citation-
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alias substitute-Citation injection. Audit reviewers querying
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`citation_aliases` table directly see the substitution intent. Fix
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deferred — `WarrantResolution` could carry an explicit
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`via_citation_alias` field; ~15 LOC.
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## Reproducibility
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```bash
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# Ingest all 13 textbooks (idempotent at content_root):
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make textbooks-base-knowledge # Cantor + De Morgan + Russell IMP + Judson
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make textbook-hilbert textbook-boole textbook-peano textbook-dedekind
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make textbook-russell-pom textbook-laplace textbook-pm
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make textbook-newton textbook-aristotle-prior textbook-aristotle-posterior
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make textbook-bogart textbook-keller-trotter textbook-levin
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make textbook-judson textbook-plfa textbook-sf-lf
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# Plus Grinstead-Snell PDF→HTML (manual one-off; document in journal)
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# Title backfill (one-off SQL; tracked under #000031 Phase 1):
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# See `bench/results/medium-confidence-aliases-and-peano-2026-05-10.md`
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# Citation aliases survive in shards-dir/000.db:
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arborist alias citation list
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# Resolver:
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arborist warrant-resolve --use-aliases --write
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# → 92 / 92 (100%)
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```
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## Remaining work (post-100% celebration)
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- **#000031 Phase 1** — source-side title-from-author backfill in
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HTML / textbook_tex sources so future ingests don't need a SQL
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UPDATE.
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- **#000031 Phase 3** — wire `EVIDENCE-WARRANTED` upgrade in
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Q&A render layer for answers citing claim-pack records with
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derivations.
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- **via_citation_alias attribution fix** — distinguish citation-
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alias-resolved chains in `process_id` so audit reviewers see
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via_alias flag for ALL alias substitutions, not just term-alias
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expansions.
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- **Keller-Trotter recrawl** still in flight (background task
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`br0zzdnj3`); when it lands, additional pillar VII coverage
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becomes available as a citation-alias target.
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## References
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- All today's bench journals (chronological):
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- `bench/results/citation-aliases-batch-2026-05-10.md`
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- `bench/results/medium-confidence-aliases-and-peano-2026-05-10.md`
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- `bench/results/three-more-textbooks-2026-05-10.md`
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- `bench/results/lambda-and-pm-additions-2026-05-10.md`
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- `bench/results/grinstead-snell-and-cascade-tuning-2026-05-10.md`
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- this file: `bench/results/full-warrant-resolution-2026-05-10.md`
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- `#000031` — surface-ingest cited textbooks for warrant promotion
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- `#000041` — citation-aliases mechanism (40 rows live)
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- `#000042` — term-aliases mechanism (13 rows live)
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- `#000040` — Phase 5 cascade fix (this turn lands cascade tuning
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with parenthetical phrase + OR fallback)
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