xpSHACL combines a rule-based trace of why a SHACL constraint failed with RAG and an LLM to generate human-readable, cached explanations for RDF validation violations.
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xpSHACL: Explainable SHACL Validation using Retrieval-Augmented Generation and Large Language Models
xpSHACL combines a rule-based trace of why a SHACL constraint failed with RAG and an LLM to generate human-readable, cached explanations for RDF validation violations.