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russell@unturf.com 53ce8fd6b1
sidecar+bucket: extras penalty + raw-score merge for sidecar-only paths 
Cloud-query was picking sibling articles (Mona Lisa's Revenge instead
of Mona Lisa, Republics of the Soviet Union instead of Soviet Union,
Mercury 13 instead of Mercury Seven) because:

  1. Title-boost counted overlap but not extra title tokens. Both
     "Mona Lisa" and "Mona Lisa's Revenge" overlapped query by 2 →
     same boost → BM25 favored the shorter movie article.
  2. RRF merge squashed per-shard rank-1 hits into a 1/(60+1) tie
     across 4 sidecar shards. Tie-breaking was undefined; the right
     article was as likely to lose as win.

Two fixes:

  sidecar.search title-boost:
    + Filter title tokens through STOPWORDS + len-1 cutoff so 's', 'of',
      'the' don't count as extras.
    + Penalty: extras = |title_tokens - query_tokens|; effective bonus
      is `max(0, overlap - extras/2) * title_boost`. "Mona Lisa" gets
      full bonus; "Mona Lisa's Revenge" gets half.

  MultiShardSidecarCorpus.fts_search merge:
    + When all CONTRIBUTING shards have sidecars (their BM25 + boost
      scores are directly comparable), merge by max raw score across
      shards. RRF was masking score discrimination at the top of the
      list.
    + Mixed (sidecar + bucket-direct FTS5) falls back to RRF since
      those scales aren't comparable.

Bench (5-question smoke, cloud_vs_local.py):
  before fix:   4 regressions / 5
  after fix :   1 regression / 5  (and that one is the right source,
                                   only the audit_mode dropped STRICT
                                   → HYBRID due to LLM-stochastic answer
                                   phrasing)
2026-05-30 21:21:33 -04:00
..
batteries #000025 §10.11 + §10.13 + §10.14 — close the 5F battery 2026-05-11 07:41:37 -04:00
cloud_vs_local_results sidecar+bucket: extras penalty + raw-score merge for sidecar-only paths 2026-05-30 21:21:33 -04:00
fixtures #000052 §3.2.2 step 3 part B: real-context MIS-CITE fixtures (n=20) — bge-large catches 100% of mis-cite at strictly 0% real-STRICT FP (the Zionist failure mode is fully covered with margin) 2026-05-13 15:27:58 -04:00
results #000067 phase 2: 3rd "fts" pack kind for skip-rebuild hydrate 2026-05-26 19:13:01 -04:00
scripts feat(#000049 §7 #28): tinygrad NLI backend + deterministic engine-agreement A/B; ONNX-immunity rationale 2026-05-19 12:34:04 -04:00
analyze_judge_disagreement.py feat(#000057): reconcile code judge against Opus — 4 calibrated rules 2026-05-19 18:14:38 -04:00
cloud_vs_local.py sidecar+bucket: extras penalty + raw-score merge for sidecar-only paths 2026-05-30 21:21:33 -04:00
cold_pack_roundtrip.py bench: cold-pack producer/consumer roundtrip recorder (#000061 + #46) 2026-05-26 16:19:54 -04:00
control_ab.py fix(#000057): control_ab header prints actual model/answer_mode/judge 2026-05-21 12:37:24 -04:00
control_sweep.py feat: STOCK V.1 two-mode config family + wire treatment arms to the pin 2026-05-21 10:15:26 -04:00
emergent_log.jsonl #000006 — +30 emergent cycles (2026-05-12); verifier-ladder health re-confirmed 2026-05-12 11:28:57 -04:00
es_delta.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
es_join_patterns.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
es_roundtrip_analysis.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
extract_audit_events.py #000065 step 1: routing helper + meta field + pre-migration snapshot 2026-05-26 13:13:44 -04:00
jaggedness.py feat(#000060): bench/jaggedness.py — deterministic retrieval jaggedness instrument 2026-05-21 08:38:07 -04:00
judge.py feat(#000057): fail-closed Opus judge gate — ARBORIST_JUDGE_ENABLE=1 to run 2026-05-19 17:26:06 -04:00
judge_code.py docs+code: ground §12 judge pipeline in the actual judge_code.py 2026-05-22 19:17:28 -04:00
load_monitor.py feat: bench/load_monitor.py — stdlib request-load monitor for single-slot endpoints 2026-05-21 09:20:53 -04:00
make_es_questions.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
make_lang_questions.py feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
mine_questions.py fix(#000057): solo arm never ran — chat_completion(model=) was omitted 2026-05-19 11:49:30 -04:00
pre_migration_snapshot.py #000065 step 1: routing helper + meta field + pre-migration snapshot 2026-05-26 13:13:44 -04:00
prometheus_sigma_trigger_probe.py #000012 Phase 1c follow-through: wire #000037 §12 Trigger 1 probe to fork_score_branches 2026-05-11 06:56:09 -04:00
qa_questions.txt user_payload_layout: opt-in policy knob for question placement 2026-05-27 10:13:59 -04:00
qa_questions_accent.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_accent_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_amp.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_amp_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_brit.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_brit_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_canonical_witness_npower.txt three-thread session output: stale TODOs, N-power probe, ForkScore Phase 1c 2026-05-10 07:46:35 -04:00
qa_questions_es.txt feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
qa_questions_es_map.json feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
qa_questions_fr.txt feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
qa_questions_fr_map.json feat: cross-language Q&A (Operation Sandwich) + Windows quickstart — all default-OFF 2026-05-18 12:12:23 -04:00
qa_questions_honorific.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_honorific_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_hyphen.txt feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_hyphen_map.json feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
qa_questions_metacog_subset.txt qa(#000011 + 4 more): SOFT_PREFLIGHT_HINT impl + 5-task fan-out 2026-05-03 23:00:56 -04:00
qa_questions_numeral.txt fix(#000057): restore numeral fixture clobbered by b573c59 (40 entries, not 5) 2026-05-19 11:12:12 -04:00
qa_questions_numeral_map.json fix(#000057): restore numeral fixture clobbered by b573c59 (40 entries, not 5) 2026-05-19 11:12:12 -04:00
qa_questions_progressive_and.txt bench: progressive-AND fixture + 2026-05-09 A/B baseline report 2026-05-10 06:35:18 -04:00
qa_questions_quantifier_baseline.txt bench(#000008): harness extension — FC rate, violation kinds, raw brackets 2026-05-02 18:35:08 -04:00
qa_questions_quantifier_subset.txt ticket(#000008): §12 dry-run bench findings + --policy harness flag 2026-05-03 08:39:20 -04:00
qa_questions_smoke.txt speed: pytest-xdist, bench smoke, concurrency default; UTF surrogate fix 2026-05-02 09:29:40 -04:00
qa_questions_stale.txt feat(#000057): parallel + incremental + huge-N control sweep 2026-05-19 13:00:45 -04:00
qa_questions_stale_map.json feat(#000057): parallel + incremental + huge-N control sweep 2026-05-19 13:00:45 -04:00
qa_questions_warrant_chain_aggressive.txt bench: aggressive warrant fixture confirms Phase 3 is rescue-only, not default-path 2026-05-10 09:53:21 -04:00
qa_questions_warrant_chain_paraphrase.txt bench: Phase 3 paraphrase fixture investigation — empirically dormant on current corpus 2026-05-10 10:06:23 -04:00
qa_questions_warrant_chain_probe.txt bench: #000031 Phase 3 A/B finds mechanism dormant on warrant-targeted fixture 2026-05-10 09:37:27 -04:00
qa_sweep.py #000068 Phase 2+3: bench + opt-in demote flag for missed-answer guard 2026-05-27 10:40:35 -04:00
recall_at_k.py feat(retrieval): accent-fold (+30pp recall@1) + fold-search factory hardening 2026-05-18 19:23:22 -04:00
run.sh aborist/arborist 2026-05-07 09:31:49 -04:00
score_with_code_judge.py feat(#000057): bench/score_with_code_judge.py — code-judge rescore tool 2026-05-19 17:46:52 -04:00
shard_count_sweep.py #000065: pin M=4 + bench script + SQLite-alternative decision tree 2026-05-26 12:40:48 -04:00
stock_v1.py feat: STOCK V.1 two-mode config family + wire treatment arms to the pin 2026-05-21 10:15:26 -04:00
watt_bench.py fix(#000057): real token usage + cost per input/output separately 2026-05-21 11:41:01 -04:00
watt_calibrate.py feat(#000057): bench/watt_calibrate.py — separate prefill vs decode energy 2026-05-21 11:48:36 -04:00
watt_probe.py fix(#000057): measure power STATES, not a duty-cycle blend; guarantee cache miss 2026-05-21 10:58:56 -04:00