@article{beliefshiftbenchmarkingtemporalbeliefcon,
  title = {BeliefShift: Benchmarking Temporal Belief Consistency and Opinion Drift in LLM Agents},
  author = {Praveen Kumar Myakala and Manan Agrawal and Rahul Manche},
  year = {2026},
  eprint = {2603.23848},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.23848},
}