https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE/Head https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE/assertion https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE/provenance https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE/pubinfo https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE/assertion https://doi.org/10.48550/arXiv.2511.17012 http://purl.org/dc/terms/title Supervised Fine-Tuning of Large Language Models for Domain-Specific Knowledge Graph Construction: A Case Study on Hunan's Historical Celebrities https://doi.org/10.48550/arXiv.2511.17012 http://purl.org/spar/cito/describes https://neverblink.eu/ontologies/llm-kg/methods#ZhaoEtAl2025HunanCelebrityKGConstruction https://doi.org/10.48550/arXiv.2511.17012 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThought https://doi.org/10.48550/arXiv.2511.17012 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#InstructUIEFramework https://doi.org/10.48550/arXiv.2511.17012 http://purl.org/spar/cito/discusses https://neverblink.eu/ontologies/llm-kg/methods#SelfInstructFramework https://doi.org/10.48550/arXiv.2511.17012 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.w3.org/ns/prov#Entity https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThought http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#ChainOfThought http://www.w3.org/2000/01/rdf-schema#label Chain-of-Thought https://neverblink.eu/ontologies/llm-kg/methods#InstructUIEFramework http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#InstructUIEFramework http://www.w3.org/2000/01/rdf-schema#label InstructUIE framework https://neverblink.eu/ontologies/llm-kg/methods#SelfInstructFramework http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#SelfInstructFramework http://www.w3.org/2000/01/rdf-schema#label Self-Instruct framework https://neverblink.eu/ontologies/llm-kg/methods#ZhaoEtAl2025HunanCelebrityKGConstruction http://purl.org/dc/terms/subject https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction https://neverblink.eu/ontologies/llm-kg/methods#ZhaoEtAl2025HunanCelebrityKGConstruction http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/spar/fabio/Workflow https://neverblink.eu/ontologies/llm-kg/methods#ZhaoEtAl2025HunanCelebrityKGConstruction http://www.w3.org/2000/01/rdf-schema#comment This method proposes a supervised fine-tuning approach for Large Language Models to enhance information extraction for domain-specific Knowledge Graph construction. 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