@article{canwetrustllmslogicquantifyinguncertaint, title = {Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework}, author = {Riccardo Revalor and Jalees Rehman and Debjit Pal}, year = {2026}, eprint = {2607.08017}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.08017}, }