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The Golden Ratio in Human Alphabets: A Deterministic Rule on Letter Names Generates Exact Algebraic Constants

Open access
Budargham, Bahaa·2026·Zenodo

Abstract

A deterministic substitution rule applied to the written names of letters produces exact algebraic constants as the Perron eigenvalues of the resulting incidence matrices. Across 36 scripts, nine scripts produce three exact quadratic Perron constants: φ² (2.618), 1+√2 (2.414), and 2+√2 (3.414). These constants are not evenly distributed across language families. The quadratic x²−3x+1, giving φ², appears in two to three independent script lineages at three different core sizes, against a random baseline of 5.8% at the 3×3 core size. The probability of a shared quadratic Perron factor across three lineages is 0.009. The finding is structural, not numerical: the constant is determined by the shape of the name graph, not the language family. The complete incidence matrices are available as open data at https://doi.org/10.5281/zenodo.23440579, allowing independent verification of every result. The proprietary transliteration operator is withheld under a staged disclosure agreement.

Overview

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TL;DR

A deterministic substitution rule applied to the written names of letters yields exact algebraic constants as the Perron eigenvalues of the resulting incidence matrices. Across 36 scripts, nine produce exact quadratic Perron constants — φ² (2.618), 1+√2 (2.414), and 2+√2 (3.414) — which the author argues are structural rather than numerical.

Key findings

  • Nine of 36 scripts produce exact quadratic Perron constants: φ² = 2.6180339887 (Hebrew, Phoenician, Ge'ez, Thai, Japanese-Latin), 2+√2 = 3.4142135624 (Aramaic, Syriac, Burmese), and 1+√2 = 2.4142135624 (Arabic, Osmanya).
  • The quadratic x²−3x+1 (giving φ²) appears in two to three independent script lineages at three different core sizes, against a random baseline of 5.8% at the 3×3 core size; the probability of a shared quadratic Perron factor across three lineages is reported as 0.009.
  • English phonetic encoding E5 gives a Perron eigenvalue of 3.1415932236, the dominant root of an irreducible degree-13 polynomial; the 26×26 characteristic polynomial factors as (x−2)·x³·(x−1)⁹·G2(x) with deg G2 = 13. The author states the closeness to π is a numerical coincidence, not an identity, since π is transcendental and cannot be the Perron eigenvalue of an integer matrix.
  • Other scripts yield higher-degree or integer constants, e.g. Korean Hangul = integer 3, Ogham = 4.2102218808 (degree 11), Greek = 4.2304426232 (degree 11), Coptic = 4.4967484652 (degree 13), Gothic = 4.3049509020 (degree 15).

Methods

  • Deterministic rule: each symbol expands into the symbols corresponding to the letters of its own name; for non-Latin scripts, names are written in Latin letters first, and each Latin letter maps to the first symbol whose name begins with that letter — described as the only design choice, applied identically to every alphabet.
  • Formalization: for alphabet A, the incidence matrix M has entry M[i][j] equal to the number of times symbol j appears in the name of symbol i; the Perron eigenvalue of M is the limiting ratio of layer lengths, and the strongly connected components of the name graph partition A into a core and a transient part, with the Perron-carrying core called the dominant core.
  • The rule was applied to 36 scripts; complete incidence matrices are released as open data at https://doi.org/10.5281/zenodo.23440579 for independent verification.

Limitations

  • Stated: the proprietary transliteration operator is withheld under a staged disclosure agreement; the Greek entry is marked "map-dep" (map-dependent) rather than a fixed exact value.
  • Evident: the paper is a preprint (not peer-reviewed), and the supplied text is a truncated preview — Table 1 is cut off mid-entry (Gothic), so the full set of 36 scripts and the "collapse" cases are not shown.
  • Evident: the author himself flags the π-like English value as a numerical coincidence rather than an identity, and the cross-lineage significance claim rests on a stated random baseline (5.8%) and p-value (0.009) whose derivation is not visible in the provided text.

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Metadata

Authors
Budargham, B.
Affiliations
Neurolabs Inc.
Corresponding author
Budargham, Bahaa
Venue
Zenodo
Publisher
Zenodo
Published
2026-10-18
OpenAlex
W7222883491
Cited by
0
References
0
Type
posted content
Language
en
Open access
Locations
Zenodo (CERN European Organization for Nuclear Research) (cc-by-nd)
Topics
  • Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Advanced Mathematical Theories and Applications
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Fractal and DNA sequence analysis
  • Physical Sciences › Mathematics › Mathematical Physics › Mathematical Dynamics and Fractals
Keywords
golden ratio, letter names, alphabet, scripts, Perron eigenvalue, incidence matrix, quadratic irrationals, substitution rules, language families, transliteration

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CoChat. (2026). Citation check: The Golden Ratio in Human Alphabets: A Deterministic Rule on Letter Names Generates Exact Algebraic Constants. https://app.cochat.ai/papers/10.5281/zenodo.23449728
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Budargham, B. (2026). The Golden Ratio in Human Alphabets: A Deterministic Rule on Letter Names Generates Exact Algebraic Constants. Zenodo. https://doi.org/10.5281/zenodo.23449728

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