A Socratic RAG Approach to Connect Natural Language Queries on Research Topics with Knowledge Organization Systems. - Lew Lefton; Kexin Rong 001; Chinar Dankhara; Lila Ghemri; Firdous Kausar; A. Hannibal Hamdallahi (CoRR, 2025)