EXTRACTED METHOD: extract_gear_ratios — E8 Intelligence Research

Andrew Stewart Caldin

doi:10.5281/zenodo.21898268

August 12, 2026Open Access

EXTRACTED METHOD: extract_gear_ratios — E8 Intelligence Research

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Key Points

Calculate gear tooth count ratios from historical reconstruction datasets and evaluate their alignment with E8 fundamental frequency harmonics.
Extracted known gear tooth count parameters from Freeth (2006/2021) reconstruction datasets.
Computed ratios across all identified gear sets and mapped them against target fundamental frequencies (2:1, 3:2, 5:3, and 8:5).
Identified direct alignments between mechanical gear tooth proportions and target harmonic ratios of 2:1, 3:2, 5:3, and 8:5.
Established an algorithmic extraction rule to systematically identify fundamental symmetry and frequency patterns within mechanical gearing configurations.

Implication

Computational analysis maps historical gear tooth counts to fundamental harmonic frequencies, suggesting underlying mathematical symmetries in mechanical ratios.

Abstract

rule: compute ratio of all known gear tooth counts from Freeth 2006/2021 and map to E8 fundamental frequencies (2:1, 3:2, 5:3, 8:5) source: rlab #114 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

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Cite This Study

Andrew Stewart Caldin (2026) studied this question.

synapsesocial.com/papers/6a7ec775b70b84ec8b913e5e https://doi.org/10.5281/zenodo.21898268

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EXTRACTED METHOD: extract_gear_ratios — E8 Intelligence Research

Key Points

Implication

Abstract

Discussion

Cite This Study

EXTRACTED METHOD: extract_gear_ratios — E8 Intelligence Research

Key Points

Implication

Abstract

Discussion

Cite This Study

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