This note reports phase transition in spectral graph theory, suggesting universality in number theory.
This note records an empirical invariant observed in τ-parameterized proximity graphs built on prime-driven embeddings: the normalized partition ratio κ remains stable near κ ≈ 0.851 across large Pmax ranges (reported in the companion computations). We propose a conceptual explanation based on a Chebyshev closure identity (Σₙ₌₁ᵐ cos(nπ/m) = −1, integers m≥1), and suggest that the specific value of κ is located within a 7-fold lattice (m=7), since 1/7 = 0.142857 lies closest to the empirically observed connectivity/locking transition window (~0.14–0.15), whose center τ_ref is near τ* ≈ 0.145. We also report a reproducible "∧-oscillation" signal in κ across Pmax scales with non-overlapping bootstrap confidence intervals. The Gauss constant relation is included as an empirical numerical correspondence only; no first-principles derivation is claimed. This is an idea-disclosure note (not peer-reviewed).prime numbers; proximity graphs; spectral graph theory; universality; Chebyshev polynomials; lattice hypothesis; phase transition; bootstrap confidence interval; number theory; empirical invariantprime numbers; proximity graphs; spectral graph theory; universality; Chebyshev polynomials; lattice hypothesis; phase transition; bootstrap confidence interval; number theory; empirical invariant10.5281/zenodo.18638137 (Yang 2026a — Isotropy Sweep)10.5281/zenodo.18661212 (Yang 2026b — Percolation/Null tests)10.5281/zenodo.18627601 (Yang 2026c — Rotational Invariance)
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Yang Hee-Jong (2026) studied this question.
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