Leveraging Multimodal LLMs for Built Environment and Housing Attribute Assessment from Street-View Imagery. - Siyuan Yao; Siavash Ghorbany; Kuangshi Ai; Arnav Cherukuthota; Meghan Forstchen; Alexis Korotasz; Matthew L. Sisk; Ming Hu; Chaoli Wang 001 (CoRR, 2026)