Hima Bindu Yanala. Validation-First Bulk Knowledge Content Operations: Spreadsheet-Driven Ingestion Pipelines for Accurate, Auditable, and Scalable Publishing. IJCESEN [Internet]. 2026 Apr. 11 [cited 2026 May 14];12(2). Available from: https://mail.ijcesen.com/index.php/ijcesen/article/view/5134