Knowledge-Grounded Agentic Large Language Models for Multi-Hazard Understanding from Reconnaissance Reports. - Chenchen Kuai; Zihao Li; Braden Rosen; Stephanie Paal; Navid Jafari; Jean-Louis Briaud; Yunlong Zhang; Youssef M. A. Hashash; Yang Zhou 019 (CoRR, 2025)