This open preprint proposes a unified geometric encoding framework — the Lo-Shu pipeline — that converts physical distributions (quantum Wigner functions, Kerr curvature) into a single dimensionless index (Q-LTE). Four falsifiable results: Law I: Fock negativity ring rₚeak = 0. 539·n⁰. 807 (finite-n, n=1. . 50, R²=0. 993) ; exact algebraic result θ (1) = arccos (√ ( (7−√41) /8) ) = 74. 148° Law II: Bosons 1. 0–4. 5× denser than fermions at Lo-Shu center cell L=5 (state-dependent) Law III: Schrödinger cat-state direction locks to L=9 throughout decoherence; geometric crossover at γt≈2 GR: Schwarzschild Q-LTE is M-independent (exact) ; Kerr Q-LTE +16. 2% at a/M=0. 99 (Bardeen exact boundaries) Includes 10 figures, Methods Summary, Reproducibility Checklist (Appendix D), and full ablation analysis. All code available at: https: //github. com/jackykao0811/geometric-physics-luoshu Version 0. 5 — corrects θ (1) from 78. 86° to 74. 148° (v0. 1–v0. 3 error) ; reclassifies Law I as finite-n effective scaling; adds E8 projection method details.
Yao-Kai Kao (Fri,) studied this question.