RAG template → SHACL shape mapping

This file maps each RAG traversal template to the primary SHACL shapes that should be validated or enforced before using the template for reasoning or RAG responses.

• Template T1 (Vulnerability Impact Explanation):

  • Validate NodeShapes targeting: kgcs:Vulnerability, kgcs:Weakness, kgcs:AttackPattern, kgcs:Technique, kgcs:Tactic

• Template T2 (Severity & Scoring Explanation):

  • Validate NodeShapes targeting: kgcs:Vulnerability, kgcs:VulnerabilityScore

• Template T3 (Detection-Centric Reasoning):

  • Validate NodeShapes targeting: kgcs:Technique, kgcs:DetectionAnalytic

• Template T4 (Mitigation-Centric Reasoning):

  • Validate NodeShapes targeting: kgcs:Technique and kgcs:DefensiveTechnique (if present)

• Template T5 (Deception & Adversary Disruption):

  • Validate NodeShapes targeting: kgcs:Technique, kgcs:Tactic, and deception classes (future)

• Template T6 (Reference & Evidence Grounding):

  • Validate NodeShape targeting kgcs:Vulnerability and kgcs:Reference presence (via kgcs:references)

• Template T7 (End-to-End Defensive Reasoning):

  • Validate: all classes from T1 plus kgcs:DetectionAnalytic, kgcs:DefensiveTechnique, and kgcs:VulnerabilityScore

Notes:

• The SHACL bundle kgcs-shapes.ttl provides core coverage; project teams should extend it with additional shapes for DefensiveTechnique, Reference, DeceptionTechnique, and extension-specific constraints as needed.

• This repository baseline uses canonical kgcs:* terms for Core concepts and validates against versioned shapes in shapes/.

• CI should run the relevant shape subset for the RAG path being used in retrieval/response.