Jing Xin. Transparent Humanitarian Funding UI: Data-Grounded LLM-Compatible Explanations of OCHA FTS Funding Flows. Journal of Computing Innovations and Applications. 2026;4(1):186-201. doi:10.63575/CIA.2026.40116