@article{whyllmshallucinateonstructuredknowledgea,
  title = {Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations},
  author = {Shanghao Li and Jinda Han and Yibo Wang and Yuanjie Zhu and Zihe Song and Langzhou He and Kenan Kamel A Alghythee and Philip S. Yu},
  year = {2026},
  eprint = {2605.26362},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.26362},
}