SuccessCOACHING · Emma Enablement · KGAF™

Tool 6: Governance & Maintenance Framework

Knowledge Graph Architecture Framework · Phase 6 - Governance
KGAF™ v1.0
Tool 6 of 7  ·  Phase 6 - Governance
Purpose: Define ownership, version control, review triggers, and deprecation processes. Nodes and edges are never deleted — only deprecated. A graph without active governance has a decay clock running from day one.
Core governance rule: Nodes and edges are never deleted — they are deprecated. Deprecated nodes carry deprecated:true and a deprecated_date. Most queries should filter on deprecated:false. Deprecation requires: reviewing all incident edges, deprecating or redirecting each, then deprecating the node itself.
Ownership Model
Entity TypeType Steward (approves new nodes)Population Owner (ensures correct data)Review Trigger Owner
Version Control Policy
Semantic versioning: MAJOR = schema change that breaks backward compatibility. MINOR = schema addition that is backward compatible. PATCH = data update with no schema change.
Review Triggers
Trigger EventAffected Entity TypesRequired ActionOwner
Scheduled Review Cadence
Review ScopeCadenceOwnerReview Checklist
All entity types — accuracy and completeness
External taxonomy alignment edges (aligned_to)
Query fidelity — run validation query set
Deprecation Log
Node or Edge IDEntity TypeDeprecatedReasonSuperseded ByDeprecated By