Figure 4
From: Knowledge graph construction for intelligent cockpits based on large language models

The overall architecture of GLM-TripleGen is divided into three parts: (1) Textual data encoding; (2) Lightweight fine-tuning of the LLM backbone adapter; (3) Structured decoding of triple labels.