Dela Cruz, J.A. (2026) “Extracting the ’Why’: Flood Cause Annotation and LLM Benchmarking from Multi-Platform Crisis Data”, Proceedings of the International ISCRAM Conference, 23. doi:10.59297/feg7yp18.