[ {
  "@graph" : [ {
    "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s",
    "@type" : [ "http://www.nanopub.org/nschema#Nanopublication" ],
    "http://www.nanopub.org/nschema#hasAssertion" : [ {
      "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s/assertion"
    } ],
    "http://www.nanopub.org/nschema#hasProvenance" : [ {
      "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s/provenance"
    } ],
    "http://www.nanopub.org/nschema#hasPublicationInfo" : [ {
      "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s/pubinfo"
    } ]
  } ],
  "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s/Head"
}, {
  "@graph" : [ {
    "@id" : "https://doi.org/10.48550/arXiv.2410.12229",
    "@type" : [ "http://www.w3.org/ns/prov#Entity" ],
    "http://purl.org/dc/terms/title" : [ {
      "@value" : "Comprehending Knowledge Graphs with Large Language Models for Recommender Systems"
    } ],
    "http://purl.org/spar/cito/describes" : [ {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#CoLaKG"
    } ],
    "http://purl.org/spar/cito/discusses" : [ {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#BPRMF"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#CKE"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#CLLM4Rec"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KAR"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KGAT"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KGCL"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KGIN"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KGRec"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#LightGCN"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#NFM"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#RLMRec"
    }, {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#RippleNet"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#BPRMF",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "BPR-MF"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#CKE",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "CKE"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#CLLM4Rec",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "CLLM4Rec"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#CoLaKG",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://purl.org/dc/terms/subject" : [ {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGEmbedding"
    } ],
    "http://www.w3.org/2000/01/rdf-schema#comment" : [ {
      "@value" : "CoLaKG leverages LLMs to comprehend local and global knowledge graph (KG) information, and user preferences, generating semantic embeddings for items and users. These LLM-derived embeddings enrich the representations of KGs by encoding their textual descriptions and connections, thereby addressing KG limitations like missing facts and semantic loss to improve recommendation performance."
    } ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "Co-LaKG"
    } ],
    "https://neverblink.eu/ontologies/llm-kg/hasTopCategory" : [ {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KAR",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "KAR"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KGAT",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "KGAT"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KGCL",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "KGCL"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KGIN",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "KGIN"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#KGRec",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "KGRec"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#LightGCN",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "LightGCN"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#NFM",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "NFM"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#RLMRec",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "RLMRec"
    } ]
  }, {
    "@id" : "https://neverblink.eu/ontologies/llm-kg/methods#RippleNet",
    "@type" : [ "http://purl.org/spar/fabio/Workflow" ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "RippleNet"
    } ]
  } ],
  "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s/assertion"
}, {
  "@graph" : [ {
    "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s/assertion",
    "http://www.w3.org/ns/prov#wasAttributedTo" : [ {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/agent"
    } ],
    "http://www.w3.org/ns/prov#wasDerivedFrom" : [ {
      "@id" : "https://doi.org/10.48550/arXiv.2410.12229"
    } ]
  } ],
  "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s/provenance"
}, {
  "@graph" : [ {
    "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s",
    "http://purl.org/dc/terms/created" : [ {
      "@type" : "http://www.w3.org/2001/XMLSchema#dateTime",
      "@value" : "2026-02-26T15:48:11.325Z"
    } ],
    "http://purl.org/dc/terms/creator" : [ {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/agent"
    } ],
    "http://purl.org/nanopub/x/hasNanopubType" : [ {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult"
    } ],
    "http://www.w3.org/2000/01/rdf-schema#label" : [ {
      "@value" : "LLM-KG assessment for paper 10.48550/arXiv.2410.12229"
    } ]
  }, {
    "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s/sig",
    "http://purl.org/nanopub/x/hasAlgorithm" : [ {
      "@value" : "RSA"
    } ],
    "http://purl.org/nanopub/x/hasPublicKey" : [ {
      "@value" : "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB"
    } ],
    "http://purl.org/nanopub/x/hasSignature" : [ {
      "@value" : "bB5CMfQCY6AqVCYxPPQ1G7OF6cSdareLpXQORnDCAXHJ5Y3Uy8Kv1zvliE1lZSS56qx/GoeJ0Ys3N9kYJixxSz28zCNzKq+xsIimN3gy35gvn+RsiFF105fI+7B5EJNV8tsAoyc1yNSWgLt7YHerm/qAN00MCRshWUNe3l1136mhUSSEmOBq132MsgtMy560UuxD3PDrYbuucS0jQmd0CqUaX3MEt72g6B8RXVAJi56FmDg/3qD6z6fziMuROXkm3AA0fqnn02Tx2at+hPRhekOAHrufv+ToKD6nqG0fplP6XdCXQ3Efmb9Bz0OOiYOoCwoJxV9PdW5zjlw6JgS3Sw=="
    } ],
    "http://purl.org/nanopub/x/hasSignatureTarget" : [ {
      "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s"
    } ],
    "http://purl.org/nanopub/x/signedBy" : [ {
      "@id" : "https://neverblink.eu/ontologies/llm-kg/agent"
    } ]
  } ],
  "@id" : "https://w3id.org/np/RA-QHry_QID0TEfxRJg6VeR-FP5jSJZU7lIvgGO_RWL-s/pubinfo"
} ]