. . . . "Hybrid Fact-Checking that Integrates Knowledge Graphs, Large Language Models, and Search-Based Retrieval Agents Improves Interpretable Claim Verification" . . . . . . . . . "FIRE system" . . "Generate-on-Graph" . . "https://github.com/AndriiLata/aiFactCheck"^^ . . "This method introduces a multi-stage pipeline for fact-checking that integrates Knowledge Graphs, Large Language Models, and a Web Search Agent. It is classified as SynergizedReasoning because LLMs act as agents for classification and query rewriting, interacting with KG-derived evidence and web snippets within a unified framework to conduct complex reasoning for claim verification, directly combining their strengths." . "Hybrid Fact-Verification Pipeline" . . . "OE-Fact" . . "Tan et al. 2022 Web Evidence" . . "Yuan and Vlachos 2024 Zero-Shot KG Retrieval" . . . "2026-02-26T15:49:21.558Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2511.03217" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "gPtPAWuMVaMnknXqv5kp7T0UeZByAUIDfiiMXA0x26063tuJTV/hrmLCv/9uQ0mhedZ3FaaS4BkW3ID9Ej/vl9gWr61bL/ROvnsIWo/fJ0WmT/QQZaMnCvhMN5N666CbtPe4uPCzjWFFdxQVqD51UGXx1EvoPRP8u3+0HBxMn2UacsELbJSKe1B+7Riw59phipzwakM9Woz43EBKOTR8KTCZwuwCF9AaDRxGljgHgPfGaZUQ5LNHfRneIpZv3XYZEHnCq5AmxUYPRSawIEGsMQKb7/Aom5HUo9du5Le4OuBqlrPKoqh3d+3wO7EwaxbNnrQOzSjYQaxCkyi/Jx77Gw==" . . .