GPTKB

Research group

Knowledge-aware Artificial Intelligence

People

Simon Razniewski
Yujia Hu
Tuan-Phong Nguyen
Shrestha Ghosh
Luca Giordano
Moritz Müller

Information
Publications

Contact Simon Razniewski
https://gptkb.org
since 2024

GPTKB is a large general-domain knowledge base (KB) built entirely from a large language model (LLM). It demonstrates the feasibility of large-scale KB construction from LLMs, while highlighting specific challenges arising around entity recognition, entity and property canonicalization, and taxonomy construction.

Proceedings Articles

Luca Giordano, Simon Razniewski
Foundations of LLM Knowledge Materialization: Termination, Reproducibility, Robustness
EACL Findings, 2026
Details