Abstract This companion paper provides the physical and conceptual grounding for the SO (2) Classification Theorem. The formal theorem establishes that any universal coherence invariant satisfying scalarity, computability, harmonic decomposability, chirality sensitivity, drift-boundedness, composability, recurrence capability, and ODE-compatibility must arise from the harmonic representation of the compact group SO (2). This document shows why Earth’s rotational substrate makes this result inevitable at the empirical level. Orientation variables θₙ emerge naturally from diurnal and seasonal periodicity, ecological entrainment, biological chirality, oscillatory synchronization, and other phase-based processes. Harmonic structure on the circle yields coherence components rₖ = | (1/N) Σ exp (i * k * θₙ) |, and PASₕ = Σ wₖ rₖ becomes the unique scalar capturing lawful coherence under these constraints. The paper provides a visual and conceptual pathway from physical periodicity → orientation fields → SO (2) symmetry → harmonic coherence → PASₕ, complementing the formal mathematical classification theorem.
Bostick, Devin (Fri,) studied this question.