. . . . "MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph" . . . . . . "MedKGent is a novel LLM agent framework designed to construct a temporally evolving medical knowledge graph. It comprises an Extractor Agent (which uses an LLM for relation extraction, sampling-based confidence estimation, and entity enrichment) and a Constructor Agent (which uses an LLM for incremental integration, confidence updates, and conflict resolution), leveraging LLMs to directly improve KG construction tasks." . "MedKGent" . . . "Retrieval-Augmented Generation" . . . "2026-02-26T15:31:40.719Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2508.12393" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "EqsXrt/AIGMFFG06hOq19ZJxHYaKtbk9nqDDtLvgYFHkjYfVe+F1aN561qnB8xaDsNuRxbmz5cpmAlc9xeBwlECNCnY8hLnxQGl+BHZYid9TwmYEgucSd6DlXMAtMpahze74jT9msfx2h5WHFwNUatzqbcn+0MKastTF9AQv+QmOFVRYNt3rKUVSighFohvkh5bni+NxGmVcXg2AVjPvumaGxIcG3jR7TRXj/Lu9QONUcNVgxG+T474lVa75FaR/PlgJMteKooXOMBDzOGck/DbyECGwlJd9/LovHXaby+7pU6Qsit+saS36N8oTPCJuNwj4Xs/WJet4vx/wDFTxaA==" . . .