KG-FM Neo4j Knowledge Graph
Neo4j framework-materials knowledge graph constructed from Web of Science abstracts and publication metadata with LLM-assisted information extraction. The paper reports 2.53 million nodes and 4.01 million relationships covering materials, properties, structures, applications, and related literature.