Nasrulla khan K and C R Sakthivel 2026. Tensor World-State, Verifiable Orchestration, Topological Terrain Descriptors and Optimal-Transport Contextual Similarity. International Journal of Computer Information Systems and Industrial Management Applications. 18, 14s (Aug. 2026), 849–868. DOI:https://doi.org/10.70917/ijcisim-2026-4286.