Fig. 5
From: A Temporal Knowledge Graph Generation Dataset Supervised Distantly by Large Language Models

The LLM framework for DocTRE includes fine-tuning an LLM with prompts via LoRA. Generated results are filtered to remove irrelevant quadruples, and the remaining quadruples are used to construct the TKG.