[Feature] Run deterministic screening and explain candidate evidence #4

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opened 2026-07-28 00:58:10 +02:00 by zemion · 1 comment
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Parent: #2

Create minimal subject snapshots and idempotent screening runs pinned to exact list, matcher, normalization, and policy versions. Produce explainable candidates and explicit clear/potential/insufficient/stale/unavailable states. Include exact and normalized matching first; fuzzy matching must be bounded, tested, and never auto-confirm a legal match.

Parent: https://git.add-ideas.de/GovOPlaN/govoplan-risk-compliance/issues/2 Create minimal subject snapshots and idempotent screening runs pinned to exact list, matcher, normalization, and policy versions. Produce explainable candidates and explicit clear/potential/insufficient/stale/unavailable states. Include exact and normalized matching first; fuzzy matching must be bounded, tested, and never auto-confirm a legal match.
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Implemented and pushed in 11404ac. Screening creates minimal immutable subject snapshots and idempotent runs pinned to exact list, matcher, normalization, and policy versions. It provides explicit clear/potential/stale/unavailable outcomes, exact identifier and normalized-name matching, and bounded fuzzy candidate generation with evidence. Fuzzy results always remain pending review and never auto-confirm a legal match. Replay conflicts, age policy, tenant isolation, and matching behavior are covered by tests.

Implemented and pushed in 11404ac. Screening creates minimal immutable subject snapshots and idempotent runs pinned to exact list, matcher, normalization, and policy versions. It provides explicit clear/potential/stale/unavailable outcomes, exact identifier and normalized-name matching, and bounded fuzzy candidate generation with evidence. Fuzzy results always remain pending review and never auto-confirm a legal match. Replay conflicts, age policy, tenant isolation, and matching behavior are covered by tests.
zemion removed the
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codex/ready
labels 2026-07-29 18:48:57 +02:00
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Reference: GovOPlaN/govoplan-risk-compliance#4