Addressing the Ecological Fallacy in Larger LMs with Human Context. - Nikita Soni 002; Dhruv Vijay Kunjadiya; Pratham Piyush Shah; Dikshya Mohanty; H. Andrew Schwartz; Niranjan Balasubramanian (CoRR, 2026)