. . . . "Knowledge Graph Large Language Model (KG-LLM) for Link Prediction" . . . . . . . . . . . . . "Analogy" . . "CompleX" . . "ConGLR" . . "ConvRot" . . "DistMult" . . . "This is an ablation variant of the KG-LLM framework, where the knowledge prompt structure is simplified by removing explicit instructions, textualized IDs, and Chain-of-Thought reasoning from the expected response. It is explicitly designed and evaluated as a baseline within the same LLM-augmented KG completion approach." . "KG-LLM (ablation) Framework" . . . . "The KG-LLM framework converts multi-hop knowledge graph paths into natural language Chain-of-Thought prompts. These prompts are then used for instruction fine-tuning of Large Language Models (LLMs) to perform multi-hop link and relation prediction, which are tasks aimed at completing missing information within Knowledge Graphs." . "Knowledge Graph Large Language Model (KG-LLM) Framework" . . . "RESCAL" . . "TransE" . . "wsGAT" . . . "2026-02-26T14:20:11.306Z"^^ . . . . "LLM-KG assessment for paper 10.48550/arXiv.2403.07311" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "PdstFRl74moXHSsaZPXbpsqAOaGL8EbbxHY/K4g+ZxUGwhByhht82ZFr1MLPF+/gp/hU2+ZtPCNMt8AzD0fOXFGp5y4SPv6aTkuLTeEtLwxR5U6HME6+qvxzT2V0WvAFGFuf3SbT5Hv9hn21RK5WVVX5M0q+eniYR5S+f4hcLFaFmxS99ISd0HS6H23eN+r50linncayUYEatcgw/k02pOMeg/t+56kwm3n2PGa7DpyCPjx+ggBRiUyMhfyFcotYyAHTd3wpKbBcH2E/OVshuwEJwxaddFuChD45SYYAdZwHS9oMtnCUiBmgvSR42naGMAyohWgrecWRSQMF0GAuYg==" . . .