“Semantic Observability for Autonomous Telecom Operations Using Graph Reasoning and Multi-Agent Decision Validation”. 2025. International Journal of AI Electronics and Nexus Energy 1 (3): 25-30. https://doi.org/10.64751/6ppk3q13.