@article{fromquerytologicontologydrivenmultihopre,
  title = {From Query to Logic: Ontology-Driven Multi-Hop Reasoning in LLMs},
  author = {Haonan Bian and Yutao Qi and Rui Yang and Yuanxi Che and Jiaqian Wang and Heming Xia and Ranran Zhen},
  year = {2025},
  eprint = {2508.01424},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.01424},
}