@prefix this: <https://w3id.org/np/RAWulyuueH2y07vOc_4LorkCPSuPe43q4Bnw2rM30Fk0o> .
@prefix sub: <https://w3id.org/np/RAWulyuueH2y07vOc_4LorkCPSuPe43q4Bnw2rM30Fk0o/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix nt: <https://w3id.org/np/o/ntemplate/> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix orcid: <https://orcid.org/> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
sub:Head {
   this: np:hasAssertion sub:assertion ;
    np:hasProvenance sub:provenance ;
    np:hasPublicationInfo sub:pubinfo ;
    a np:Nanopublication .
}
sub:assertion {
   sub:KGEnhancedLLM rdfs:label "KG-enhanced LLMs" .
  sub:KGEnhancedLLMInference rdfs:label "KG-enhanced LLM inference" .
  sub:KGEnhancedLLMInterpretability rdfs:label "KG-enhanced LLM interpretability" .
  sub:KGEnhancedLLMPretraining rdfs:label "KG-enhanced LLM pre-training" .
  sub:LLMAugmentedKG rdfs:label "LLM-augmented KGs" .
  sub:LLMAugmentedKGCompletion rdfs:label "LLM-augmented KG completion" .
  sub:LLMAugmentedKGConstruction rdfs:label "LLM-augmented KG construction" .
  sub:LLMAugmentedKGEmbedding rdfs:label "LLM-augmented KG embedding" .
  sub:LLMAugmentedKGQuestionAnswering rdfs:label "LLM-augmented KG question answering" .
  sub:LLMAugmentedKGToTextGeneration rdfs:label "LLM-augmented KG to text generation" .
  sub:SynergizedKnowledgeRepresentation rdfs:label "Synergized Knowledge Representation" .
  sub:SynergizedLLMKG rdfs:label "Synergized LLMs + KGs" .
  sub:SynergizedReasoning rdfs:label "Synergized Reasoning" .
  sub:assertion dct:description "This template allows you to annotate research papers with large language models(LLMs) and knowledge graphs(KGs) integration categories based on the Pan et al. (2024) roadmap (DOI: https://doi.org/10.48550/arXiv.2306.08302). This template includes the paper's DOI, its specific integration category, and the contributor who made the categorization." ;
    a nt:AssertionTemplate ;
    rdfs:label "Annotating paper with LLMs+KGs integration category" ;
    nt:hasNanopubLabelPattern "LLMs+KGs integration category: ${category} for ${paper}" ;
    nt:hasStatement sub:comment , sub:st1 , sub:top-category , sub:type ;
    nt:hasTag "Annotations" .
  sub:category a nt:RestrictedChoicePlaceholder ;
    nt:possibleValue sub:KGEnhancedLLMInference , sub:KGEnhancedLLMInterpretability , sub:KGEnhancedLLMPretraining , sub:LLMAugmentedKGCompletion , sub:LLMAugmentedKGConstruction , sub:LLMAugmentedKGEmbedding , sub:LLMAugmentedKGQuestionAnswering , sub:LLMAugmentedKGToTextGeneration , sub:SynergizedKnowledgeRepresentation , sub:SynergizedReasoning .
  sub:comment rdf:object sub:comment-from-LLM ;
    rdf:predicate rdfs:comment ;
    rdf:subject sub:paper .
  sub:comment-from-LLM a nt:LongLiteralPlaceholder .
  sub:paper a nt:UriPlaceholder ;
    nt:hasPrefix "https://doi.org/" ;
    nt:hasPrefixLabel "the paper with DOI" ;
    nt:hasRegex "10.(\\d)+/(\\S)+" .
  sub:st1 rdf:object sub:category ;
    rdf:predicate dct:subject ;
    rdf:subject sub:paper .
  sub:top-category rdf:object sub:top-category ;
    rdf:predicate <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> ;
    rdf:subject sub:paper ;
    a nt:RestrictedChoicePlaceholder ;
    nt:possibleValue sub:KGEnhancedLLM , sub:LLMAugmentedKG , sub:SynergizedLLMKG .
  sub:type rdf:object prov:Entity ;
    rdf:predicate rdf:type ;
    rdf:subject nt:ASSERTION .
}
sub:provenance {
   sub:assertion prov:wasAttributedTo orcid:0000-0002-3080-0303 .
}
sub:pubinfo {
   orcid:0000-0002-3080-0303 foaf:name "Anastasiya Danilenka" .
  this: dct:created "2026-02-06T13:31:08.209Z"^^xsd:dateTime ;
    dct:creator orcid:0000-0002-3080-0303 ;
    dct:license <https://creativecommons.org/licenses/by/4.0/> ;
    npx:supersedes <https://w3id.org/np/RAnE8wrOgthwmzzkDpT01KTSsljrl9mmcB8jB1rO-ReL8> ;
    npx:wasCreatedAt <https://nanodash.knowledgepixels.com/> ;
    rdfs:label "Annotating paper with LLMs+KGs integration category" ;
    nt:wasCreatedFromProvenanceTemplate <https://w3id.org/np/RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU> ;
    nt:wasCreatedFromPubinfoTemplate <https://w3id.org/np/RA0J4vUn_dekg-U1kK3AOEt02p9mT2WO03uGxLDec1jLw> , <https://w3id.org/np/RAoTD7udB2KtUuOuAe74tJi1t3VzK0DyWS7rYVAq1GRvw> , <https://w3id.org/np/RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI> ;
    nt:wasCreatedFromTemplate <https://w3id.org/np/RASDwdz5WzsWdeDRREs0i5n5xTtKTrKS8pCIFUXhlkpt0> .
  sub:sig npx:hasAlgorithm "RSA" ;
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAnosJSn16QpO5H1VxOxrwMH/H/b4lqyVo+/w5ri059ZaXR4GFN2l7rDusHTzgbyZ3Ifq2eEntFfnS3XrygI+AoIxoEob8jM1lEJstaCpSi3Kv+v9uD+s61HWL/4J7DyaVgycDcDFG7mOyemtUIU94hV9x5z2kXdFPfoffAlF8BRxKymOBMaCx/uOouxS/CCR4brlG6gXfU2d+13y/4PbiM3SxXdSKVAYaeSEA83ohAgJFhH3oZtZeuPhyENllRGxT5PVzqx59YVr10UV1VudiGIkqKjkcvGbfOoifZB38+uNN5DVBnLN4NcnoqqCAweoODWYUFOsjHTpobqA0+Ss0VwIDAQAB" ;
    npx:hasSignature "KlaLD2s29jY+SOxkiD5rWwzR9edzpAYYJIfHjB6PkhxLPzPqZiChdc9th41xnEdzJzWtfJeMG9sUXy4u1/eAHtF6RS5mkAgwYaSeClsZHf/i6NQvkE7bGFwICtjGUbO6mp0E9JcFQEIBQppsBGmvtDCACYMNN11V0RlXOa/J+bDFDxX3PvknadEMIv1hbvphz/Rm+DVZwNkZfzlRoJZZE8nhnNxZZz4ibD3U1U4ZsFYRuRbunZzBj3NGSTKI/AnbGPeWOO8fojgPgixuq/rKuWwTb3EHVxWutefeWR2Jvm/RAojIt/89TTYulaoDTM29ZrecQpOBxDzkJ6olOvhKvA==" ;
    npx:hasSignatureTarget this: ;
    npx:signedBy orcid:0000-0002-3080-0303 .
}