A Geometric Solution to the 8.3% Hubble Tension: The $\pi$-Lattice Correction Protocol

This study quantitatively demonstrates that the fundamental discrepancies in modern cosmology—specifically the Hubble Tension and the Dark Sector anomalies—originate from the metric distortion of the observer’s local gravitational system (Earth) rather than flaws in physical reality. By introducing the "π-Lattice Topological Model," we derive a Geometric Correction Tensor ($S$) to reduce local measurements to the universal invariant standard. Applying this model eliminates the 8.3% observational discrepancy in the Hubble Tension and provides a precise geometric explanation for Dark Energy (68.17%) and Dark Matter (26.77%) ratios without the need for hypothetical particles. This paper serves as the final empirical verification for the K-PROTOCOL 3 framework.