@article{ishopeapersonoranideaapilotbenchmarkforn, title = {Is 'Hope' a person or an idea? A pilot benchmark for NER: comparing traditional NLP tools and large language models on ambiguous entities}, author = {Payam Latifi}, year = {2025}, eprint = {2509.12098}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.12098}, }