Graph-based LLM over Semi-Structured Population Data for Dynamic Policy Response. - Daqian Shi; Xiaolei Diao; Jinge Wu; Honghan Wu; Xiongfeng Tang; Felix Naughton; Paulina Bondaronek (CoRR, 2025)