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@prefix dct: <http://purl.org/dc/terms/> .
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@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
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sub:assertion {
  <https://doi.org/10.48550/arXiv.2507.08432> dct:title "xpSHACL: Explainable SHACL Validation using Retrieval-Augmented Generation and Large Language Models";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#xpSHACL>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#GLAME>,
      <https://neverblink.eu/ontologies/llm-kg/methods#KELDaR>, <https://neverblink.eu/ontologies/llm-kg/methods#pyshacl>;
    a prov:Entity .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GLAME> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "GLAME" .
  
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    rdfs:label "KEL-DaR" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#pyshacl> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "pyshacl" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#xpSHACL> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning>;
    <http://purl.org/spar/fabio/hasURL> "https://www.github.com/gcpdev/xpshacl"^^xsd:anyURI;
    a <http://purl.org/spar/fabio/Workflow>;
    rdfs:comment "xpSHACL is a novel, unified system that integrates rule-based justification trees, a Knowledge Graph for contextual enrichment and caching, and Large Language Models for natural language explanation generation. It synergizes symbolic reasoning with LLM capabilities, enhanced by KG-retrieved knowledge, to provide comprehensive and human-readable explanations for SHACL constraint violations. The KG actively supports the LLM in reasoning and ensuring consistency.";
    rdfs:label "xpSHACL";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#SynergizedLLMKG> .
}

sub:provenance {
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    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2507.08432> .
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