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sub:assertion {
  <https://doi.org/10.48550/arXiv.2402.06861> dct:title "UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#UrbanKGent>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#GeoLM>,
      <https://neverblink.eu/ontologies/llm-kg/methods#K2>, <https://neverblink.eu/ontologies/llm-kg/methods#KGBERT>,
      <https://neverblink.eu/ontologies/llm-kg/methods#KGT5>, <https://neverblink.eu/ontologies/llm-kg/methods#LLMsBasedInContextLearning>,
      <https://neverblink.eu/ontologies/llm-kg/methods#LLMsBasedZeroShotReasoning>, <https://neverblink.eu/ontologies/llm-kg/methods#PRGC>,
      <https://neverblink.eu/ontologies/llm-kg/methods#RelationPrompt>, <https://neverblink.eu/ontologies/llm-kg/methods#VanillaFineTuning>;
    a prov:Entity .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#GeoLM> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "GeoLM" .
  
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    rdfs:label "K2" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KGBERT> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KG-BERT" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#KGT5> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "KG-T5" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#LLMsBasedInContextLearning> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "LLMs-based In-context Learning" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#LLMsBasedZeroShotReasoning> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "LLMs-based Zero-shot Reasoning" .
  
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    rdfs:label "PRGC" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#RelationPrompt> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "RelationPrompt" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#UrbanKGent> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction>;
    a <http://purl.org/spar/fabio/Workflow>;
    rdfs:comment "UrbanKGent is a unified LLM agent framework proposed for automatic Urban Knowledge Graph (UrbanKG) construction. It integrates knowledgeable instruction generation, a tool-augmented iterative trajectory refinement module, and hybrid instruction fine-tuning to effectively address both relational triplet extraction and knowledge graph completion tasks, enhancing the creation of urban KGs.";
    rdfs:label "UrbanKGent";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#VanillaFineTuning> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Vanilla Fine-tuning" .
}

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    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2402.06861> .
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