Nanopublication

ID

https://w3id.org/np/RA4V5XLlEHgVkVtefvq49pM2Hn1VQ8nJkVqwA__5BVwKk
Formats

Content

@prefix this: <https://w3id.org/np/RA4V5XLlEHgVkVtefvq49pM2Hn1VQ8nJkVqwA__5BVwKk> .
@prefix sub: <https://w3id.org/np/RA4V5XLlEHgVkVtefvq49pM2Hn1VQ8nJkVqwA__5BVwKk/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix pav: <http://purl.org/pav/> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfg: <http://www.w3.org/2004/03/trix/rdfg-1/> .
@prefix dce: <http://purl.org/dc/elements/1.1/> .
@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: a np:Nanopublication;
    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
  <https://doi.org/10.48550/arXiv.2410.11531> a prov:Entity;
    dct:title "AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data";
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#AgentiGraph>;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#BERTopic>,
      <https://neverblink.eu/ontologies/llm-kg/methods#Graphusion>, <https://neverblink.eu/ontologies/llm-kg/methods#SentenceBERT> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#AgentiGraph> a <http://purl.org/spar/fabio/Workflow>;
    dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning>;
    rdfs:comment "AGENTiGraph is a novel multi-agent platform designed to bridge the gap between LLMs and KGs for complex knowledge management tasks. It leverages LLM-based agents (e.g., User Intent Interpretation, Task Planning, Knowledge Graph Interaction, Reasoning, Dynamic Knowledge Integration) to collaboratively interpret user input, conduct multi-step reasoning by interacting with the KG, and even update the KG. This directly aligns with synergized models treating LLMs as agents to interact with KGs to conduct reasoning.";
    rdfs:label "AGENTiGraph";
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#SynergizedLLMKG> .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#BERTopic> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "BERTopic" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#Graphusion> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Graphusion" .
  
  <https://neverblink.eu/ontologies/llm-kg/methods#SentenceBERT> a <http://purl.org/spar/fabio/Workflow>;
    rdfs:label "Sentence-BERT" .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent>;
    prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2410.11531> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T16:22:32.944Z"^^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.2410.11531" .
  
  sub:sig npx:hasAlgorithm "RSA";
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    npx:hasSignatureTarget this:;
    npx:signedBy <https://neverblink.eu/ontologies/llm-kg/agent> .
}