Entity Linking using LLMs for Automated Product Carbon Footprint Estimation
The system uses Large Language Models (LLMs) to automatically link product components from manufacturer Bills of Materials (BOMs) to Life Cycle Assessment (LCA) database entries. By using LLMs to expand on component information and incorporate details from component datasheets, the method provides a more accurate assessment of carbon emissions than traditional methods or simpler linking approaches.