Agent patterns

Entity Resolution Maintenance Agent

Resolving entities only at request time means the same ambiguous pair gets re-evaluated on every query that touches it; maintaining the match set as a standing asset is what makes KPI-G001 (entity match accuracy) improve over time rather than staying flat.

Human review point

Any match below the confidence threshold set by CON-G05, and any existing confirmed match a later signal contradicts.

Must not do

Silently overwrite an existing confirmed match — any change must be recorded as a new lifecycle event on the affected Canonical Entity Match, never an in-place edit, per ATT-G023's own retention requirement.

Inputs

New and updated records from connected systems; existing Canonical Entity Match records; match-confidence signals

Output artefact

New or updated Canonical Entity Match records, each with a recorded confidence and basis