CUET_Zenith at LLMs4OL 2025 Task C: Hybrid Embedding-LLM Architectures for Taxonomy Discovery. - Rehenuma Ilman; Mehreen Rahman; Samia Rahman (LLMs4OL@ISWC, 2025)