Nanopublication

ID

https://w3id.org/np/RA-dNJd-PbNCZPaF1cu-et0piotpnOfpMpNSNtLWXLXzM
Formats

Content

@prefix this: <https://w3id.org/np/RA-dNJd-PbNCZPaF1cu-et0piotpnOfpMpNSNtLWXLXzM> .
@prefix sub: <https://w3id.org/np/RA-dNJd-PbNCZPaF1cu-et0piotpnOfpMpNSNtLWXLXzM/> .
@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: a np:Nanopublication;
    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
  <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference> rdfs:label
      "KG-enhanced LLM inference" .
  
  <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInterpretability>
    rdfs:label "KG-enhanced LLM interpretability" .
  
  <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMPretraining> rdfs:label
      "KG-enhanced LLM pre-training" .
  
  <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGCompletion> rdfs:label
      "LLM-augmented KG completion" .
  
  <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction> rdfs:label
      "LLM-augmented KG construction" .
  
  <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGEmbedding> rdfs:label
      "LLM-augmented KG embedding" .
  
  <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGQuestionAnswering>
    rdfs:label "LLM-augmented KG question answering" .
  
  <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGToTextGeneration>
    rdfs:label "LLM-augmented KG to text generation" .
  
  <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedKnowledgeRepresentation>
    rdfs:label "Synergized Knowledge Representation" .
  
  <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning> rdfs:label
      "Synergized Reasoning" .
  
  sub:assertion a nt:AssertionTemplate;
    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.";
    rdfs:label "Annotating paper with LLMs+KGs integration category";
    nt:hasNanopubLabelPattern "LLMs+KGs integration category: ${category} for ${paper}";
    nt:hasStatement sub:st1;
    nt:hasTag "Annotations" .
  
  sub:category a nt:RestrictedChoicePlaceholder;
    nt:possibleValue <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference>,
      <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInterpretability>,
      <https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMPretraining>, <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGCompletion>,
      <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction>, <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGEmbedding>,
      <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGQuestionAnswering>,
      <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGToTextGeneration>,
      <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedKnowledgeRepresentation>,
      <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning> .
  
  sub:paper a nt:UriPlaceholder;
    nt:hasPrefix "https://doi.org/";
    nt:hasPrefixLabel "the paper with DOI";
    nt:hasRegex "10.(\\d)+/(\\S)+" .
  
  sub:st1 a nt:RepeatableStatement;
    rdf:object sub:category;
    rdf:predicate dct:subject;
    rdf:subject sub:paper .
}

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 "2026-01-20T08:52:03.299Z"^^xsd:dateTime;
    dct:creator orcid:0000-0002-3080-0303;
    dct:license <https://creativecommons.org/licenses/by/4.0/>;
    npx:supersedes <https://w3id.org/np/RAXa2041ZMbvivCrsodh48mvlTdN1IFboAxWG8p_l37n0>;
    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/RA1XuAdO6LOtlPJgWiytJHFuK4BFHjQK5x7d9FVymzFnc> .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAnosJSn16QpO5H1VxOxrwMH/H/b4lqyVo+/w5ri059ZaXR4GFN2l7rDusHTzgbyZ3Ifq2eEntFfnS3XrygI+AoIxoEob8jM1lEJstaCpSi3Kv+v9uD+s61HWL/4J7DyaVgycDcDFG7mOyemtUIU94hV9x5z2kXdFPfoffAlF8BRxKymOBMaCx/uOouxS/CCR4brlG6gXfU2d+13y/4PbiM3SxXdSKVAYaeSEA83ohAgJFhH3oZtZeuPhyENllRGxT5PVzqx59YVr10UV1VudiGIkqKjkcvGbfOoifZB38+uNN5DVBnLN4NcnoqqCAweoODWYUFOsjHTpobqA0+Ss0VwIDAQAB";
    npx:hasSignature "SSwYy/3RqFhwaKLhsXe1Rffi/8rStPQOdU0LYXEqTfMflQkn0fjN1GEtfdfMg4sWcNlum+Ql0BcQqKd6ccHYMCF6xzK2MsQO3NimP+vwd2d4T/2D4HZS57Q8TDTqwGDuUCGMPaTO+1WZMxzZVsE047khyA37aMhjWkt9MNanzV/ybkSiioFwBvlSS67w3FPj6134BxuiHqCaMbrsUMEu5euz7T4LQcWKp5UUjHPd26G7zneUOGwz9ppbBzGtLyH1VdU0eu7oxe359S5O5o+ggppn8E3QbIua9rumw+nJHi3K/nH74RxxumpyY7D5yfYUR+l+VkHy81h2Q/u2E0OHYA==";
    npx:hasSignatureTarget this:;
    npx:signedBy orcid:0000-0002-3080-0303 .
}