Preprint and data for non-linear spectral structures without complexification (MSC 37-XX)
To help readers and contributors navigate the codebase and theoretical layout, this section clarifies the duality between our Expository Structure (Top-down) and Computational Pipeline (Bottom-up).
This diagram illustrates the overall execution pipeline and the stage-indexed structural generation mechanism of the proposed framework.