Sort graph data quality failures
Diagnose graph data quality failures by the modeling dimension they damage.
Sort each defect by the graph-quality dimension it damages most. Identity Direction Edge meaning Weight or cost Time or freshness ACME Ltd and Acme Limited are separate vendor nodes with the same finance ID. APPROVES edges point from policy to approver instead of approver to policy. RELATED_TO mixes owns, administers, pays for, and depends on. All routes are treated equal even though one edge means 2 minutes and another means 2 days. Expired supplier relationships still appear in current-risk paths. Two customer IDs merge because names match, despite different legal entities. Referral confidence exists in the source but is not…
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