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Taxonomy Builder is a specialized utility for researchers and technical writers that transforms a collection of core papers into a hierarchical theme structure. By leveraging an evidence-first methodology, it ensures that every category is grounded in actual data rather than generic placeholders. It facilitates the creation of 2+ level taxonomies that serve as the backbone for literature reviews, snapshots, and state-of-the-art reports, ensuring each node is distinct, mappable, and reader-friendly through role-based guidance from Architect, Sponsor, and Guardian perspectives.