Nanopublications

@prefix this: <https://w3id.org/np/RAmY-9xN9x8hMye9Dd6m2Kl_NM4CrxIPr7M9167aWyt6Y> .
@prefix sub: <https://w3id.org/np/RAmY-9xN9x8hMye9Dd6m2Kl_NM4CrxIPr7M9167aWyt6Y/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@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: np:hasAssertion sub:assertion ;
    np:hasProvenance sub:provenance ;
    np:hasPublicationInfo sub:pubinfo ;
    a np:Nanopublication .
}

sub:assertion {
  <https://doi.org/10.48550/arXiv.2504.02670> dct:title "AFFORDABLE AI ASSISTANTS WITH KNOWLEDGE GRAPH OF THOUGHTS" ;
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#KnowledgeGraphOfThoughtsKGoT> ;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#GPTSwarm> , <https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG> , <https://neverblink.eu/ontologies/llm-kg/methods#HuggingFaceAgents> , <https://neverblink.eu/ontologies/llm-kg/methods#MagenticOne> , <https://neverblink.eu/ontologies/llm-kg/methods#TapeAgent> ;
    a prov:Entity .
  <https://neverblink.eu/ontologies/llm-kg/methods#GPTSwarm> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "GPTSwarm" .
  <https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "GraphRAG" .
  <https://neverblink.eu/ontologies/llm-kg/methods#HuggingFaceAgents> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Hugging Face Agents" .
  <https://neverblink.eu/ontologies/llm-kg/methods#KnowledgeGraphOfThoughtsKGoT> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning> ;
    a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:comment "KGoT is an AI assistant architecture that integrates LLM reasoning with dynamically constructed KGs. It treats LLMs as agents that iteratively construct, evolve, and interact with the KG to solve complex multi-step tasks. This combined, iterative approach to structured reasoning with both LLM capabilities and KG representation aligns with the mutual enhancement and unified framework definition of SynergizedReasoning." ;
    rdfs:label "Knowledge Graph of Thoughts (KGoT)" ;
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#SynergizedLLMKG> .
  <https://neverblink.eu/ontologies/llm-kg/methods#MagenticOne> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "Magentic-One" .
  <https://neverblink.eu/ontologies/llm-kg/methods#TapeAgent> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "TapeAgent" .
}

sub:provenance {
sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent> ;
prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2504.02670> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T16:31:40.765Z"^^xsd:dateTime ;
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    npx:hasNanopubType <https://neverblink.eu/ontologies/llm-kg/PaperAssessmentResult> ;
    rdfs:label "LLM-KG assessment for paper 10.48550/arXiv.2504.02670" .
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