Nanopublications

@prefix this: <https://w3id.org/np/RAAp-K6T8fJlQdkVMd-t-4Nekd9N9xxBkHuPv-S6BEUgM> .
@prefix sub: <https://w3id.org/np/RAAp-K6T8fJlQdkVMd-t-4Nekd9N9xxBkHuPv-S6BEUgM/> .
@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 ;
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}

sub:assertion {
  <https://doi.org/10.48550/arXiv.2511.20940> dct:title "Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs" ;
    <http://purl.org/spar/cito/describes> <https://neverblink.eu/ontologies/llm-kg/methods#ChattyKG> ;
    <http://purl.org/spar/cito/discusses> <https://neverblink.eu/ontologies/llm-kg/methods#CONVINSE> , <https://neverblink.eu/ontologies/llm-kg/methods#ColBERT> , <https://neverblink.eu/ontologies/llm-kg/methods#EDGQA> , <https://neverblink.eu/ontologies/llm-kg/methods#EXPLAIGNN> , <https://neverblink.eu/ontologies/llm-kg/methods#GraphRAG> , <https://neverblink.eu/ontologies/llm-kg/methods#KGQAn> ;
    a prov:Entity .
  <https://neverblink.eu/ontologies/llm-kg/methods#CONVINSE> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "CONVINSE" .
  <https://neverblink.eu/ontologies/llm-kg/methods#ChattyKG> dct:subject <https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGQuestionAnswering> ;
    <http://purl.org/spar/fabio/hasURL> "https://github.com/CoDS-GCS/Chatty-KG"^^xsd:anyURI ;
    a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:comment "Chatty-KG is a multi-agent system where LLMs are employed as specialized agents to perform various tasks critical for conversational question answering over knowledge graphs. These tasks include contextual understanding, entity and relation linking, and SPARQL query generation and execution. The system's primary goal is to enhance the accessibility and performance of KG-based QA by leveraging LLMs to bridge the gap between natural language questions and structured KG data, thereby improving KG tasks." ;
    rdfs:label "Chatty-KG" ;
    <https://neverblink.eu/ontologies/llm-kg/hasTopCategory> <https://neverblink.eu/ontologies/llm-kg/top-categories#LLMAugmentedKG> .
  <https://neverblink.eu/ontologies/llm-kg/methods#ColBERT> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "ColBERT" .
  <https://neverblink.eu/ontologies/llm-kg/methods#EDGQA> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "EDGQA" .
  <https://neverblink.eu/ontologies/llm-kg/methods#EXPLAIGNN> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "EXPLAIGNN" .
  <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#KGQAn> a <http://purl.org/spar/fabio/Workflow> ;
    rdfs:label "KGQAn" .
}

sub:provenance {
sub:assertion prov:wasAttributedTo <https://neverblink.eu/ontologies/llm-kg/agent> ;
prov:wasDerivedFrom <https://doi.org/10.48550/arXiv.2511.20940> .
}

sub:pubinfo {
  this: dct:created "2026-02-26T15:58:56.142Z"^^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.2511.20940" .
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