This analysis demonstrates computability and composability in the SO(2) framework, indicating their role in coherence invariants.
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 θ_n 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 r_k = |(1/N) Σ exp(i * k * θ_n)|, and PAS_h = Σ w_k r_k 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 → PAS_h, complementing the formal mathematical classification theorem.
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Bostick, Devin (2025) studied this question.
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