GPTKB 2.0: Direct Construction of Disambiguated Knowledge Bases from Large Language Models

Automated Knowledge Base Construction (AKBC) is a core NLP task, and recent work proposes generating knowledge bases directly from large language models (LLMs), treating the model itself as the knowledge source. However, LLMs natively possess no representation of entities, leading to duplicate entri...