@article{fromsequencetostructurerelationaluncerta, title = {From Sequence to Structure: Relational Uncertainty Propagation for LLM Agents}, author = {Zhengzhao Ma. Boxi Cao and Yaojie Lu and Hongyu Lin and Xianpei Han and Le Sun}, year = {2026}, eprint = {2608.16002}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.16002}, }