Cross-Source Value Conflict — Human Role

Data Analyst Detect Cross-Source Value Conflicts — detects the conflicting result values. Data Steward Assign Fact-Level Source Authority — assesses which source is authoritative for the fact. Data Steward Apply Source Precedence Rule — applies the approved precedence decision. Data Analyst Reconcile Duplicate & Conflicting Results — produces the reconciled composed result.