Nanopublication

ID

https://w3id.org/np/RAIwtw-k7Y2Bgv2vLjHZii92cv_UaEBVZQiMpM0rd7iA4
Formats

Content

@prefix this: <https://w3id.org/np/RAIwtw-k7Y2Bgv2vLjHZii92cv_UaEBVZQiMpM0rd7iA4> .
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@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix pav: <http://purl.org/pav/> .
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@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfg: <http://www.w3.org/2004/03/trix/rdfg-1/> .
@prefix dce: <http://purl.org/dc/elements/1.1/> .
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@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix npx: <http://purl.org/nanopub/x/> .

sub:Head {
  this: a np:Nanopublication;
    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
  <https://doi.org/10.48550/arXiv.2507.08432> a prov:Entity;
    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> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GLAME> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "GLAME" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KELDaR> a <http://purl.org/spar/fabio/Workflow>;
    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> a <http://purl.org/spar/fabio/Workflow>;
    dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning>;
    <http://purl.org/spar/fabio/hasURL> "https://www.github.com/gcpdev/xpshacl"^^xsd:anyURI;
    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 {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2507.08432> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T16:15:35.637Z"^^xsd:dateTime;
    dct:creator <https://neverblink.eu/ontologies/llm-kg/agent>;
    npx:hasNanopubType <https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult>;
    rdfs:label "LLM-KG assessment for paper 10.48550/arXiv.2507.08432" .
  
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    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}