@prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix xsd: . @prefix rdfs: . @prefix prov: . @prefix npx: . sub:Head { this: np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo; a np:Nanopublication . } sub:assertion { dct:title "Fact Finder -Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs"; ; , ; a prov:Entity . dct:subject ; "https://github.com/chrschy/fact-finder"^^xsd:anyURI; a ; rdfs:comment "FactFinder is a hybrid QA system that leverages a KG to enhance the factual correctness and completeness of LLM-generated answers during the inference stage. It achieves this by having the LLM generate Cypher queries to retrieve domain-specific knowledge from the KG, which is then used by the LLM to formulate a more accurate and reliable natural language response. This approach directly improves the LLM's performance in knowledge-intensive tasks by providing access to external, structured, and up-to-date factual knowledge."; rdfs:label "FactFinder"; . a ; rdfs:label "Graph-RAG" . a ; rdfs:label "Standalone LLM" . } sub:provenance { sub:assertion prov:wasAttributedTo ; prov:wasDerivedFrom . } sub:pubinfo { this: dct:created "2026-02-26T16:01:19.627Z"^^xsd:dateTime; dct:creator ; npx:hasNanopubType ; rdfs:label "LLM-KG assessment for paper 10.48550/arXiv.2408.03010" . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB"; npx:hasSignature "gY6G3y8G4MTX8LER6JLON0nE6044syw3CmsyLuV0vQFPOpoI0KJ1obOAciFmBL1ojr5eZLPMwN4wPRxODQWAOzPBW3jRo01geMYP1FC/bp0DOdzIXLNGvvCaQ4v93lNGl5zvaaeWFr5OMiO+Sq/i4n8Kv2WfShwW4G7oLOmlY7yEuzEmM4mQwAX5udY+G049OU1jHBjce7ajbrd5xYnU5pHUVHgFFbu8maXjM7wjYt52lYlOkLLy/iE6Amn0otvqN9iTWdYGpQ2xZH7YvOHT1z8r5pXOaVJnTy/084dVGILHzYZy1wiYWSgymhtqDupkSs7otZiAaZRPYF2l/KD+AA=="; npx:hasSignatureTarget this:; npx:signedBy . }