Nanopublications

@prefix this: <https://w3id.org/np/RAIwtw-k7Y2Bgv2vLjHZii92cv_UaEBVZQiMpM0rd7iA4> .
@prefix sub: <https://w3id.org/np/RAIwtw-k7Y2Bgv2vLjHZii92cv_UaEBVZQiMpM0rd7iA4/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix npx: <http://purl.org/nanopub/x/> .

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

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" .
  <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> 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 {
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" .
  sub:sig npx:hasAlgorithm "RSA" ;
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" ;
    npx:hasSignature "Kd1wasRuUDVwrKYrGIh9sPtDndRpTA0qeUMa6iWhrtTSypcujPOWdPEfDYRK+/qa0C57SfTPcVVdhulQ1YcFzc7AVG3yB7S2QBZYnenF5zMHskq9JGRulbKYaBtobzUjazrUAoFYMnMpmtnpC50kjl7LpKlT8ngfSy3eMFiUAQerLd2ORxh6GGB4rVPNK7fUv1ycOcpPLLVY1ReVQegR42quUR0FhIBKIs1tbOAfXKfu8V2GJUX/4/Z1PyVUs+ko7sDEnOJUMPCzicFKFAG14hlTsQZ+L3hKE1sYpmXl2aJ63iTT/3fMqjzYYMyX8J8AMFpTMfBbal8BLnh7431lEA==" ;
    npx:hasSignatureTarget this: ;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}