@article{inverseknowledgesearchoververifiablereas,
  title = {Inverse Knowledge Search over Verifiable Reasoning: Synthesizing a Scientific Encyclopedia from a Long Chains-of-Thought Knowledge Base},
  author = {Yu Li and Yuan Huang and Tao Wang and Caiyu Fan and Xiansheng Cai and Sihan Hu and Xinzijian Liu and Cheng Shi and Mingjun Xu and Zhen Wang and Yan Wang and Xiangqi Jin and Tianhan Zhang and Linfeng Zhang and Lei Wang and Youjin Deng and Pan Zhang and Weijie Sun and Xinyu Li and Weinan E and Linfeng Zhang and Zhiyuan Yao and Kun Chen},
  year = {2025},
  eprint = {2510.26854},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.26854},
}