EXTRACTED METHOD: phi_ratio_sign_frequency_test — E8 Intelligence Research

rule: Count occurrences of each sign category (animal, grain, numeral, unknown); if the ratio of unknown to known sign counts is within 0.01 of 1.618, flag as potential encoded metadata. source: rlab #262 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-21
DOI
https://doi.org/10.5281/zenodo.22873585
Primary Topic
Intelligence, Security, War Strategy
Type
preprint
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preprint

EXTRACTED METHOD: phi_ratio_sign_frequency_test — E8 Intelligence Research

Andrew Stewart Caldin
Zenodo (CERN European Organization for Nuclear Research)
Intelligence, Security, War Strategy
preprint

EXTRACTED METHOD: phi_ratio_sign_frequency_test — E8 Intelligence Research

Andrew Stewart Caldin
preprint en

Abstract

rule: Count occurrences of each sign category (animal, grain, numeral, unknown); if the ratio of unknown to known sign counts is within 0.01 of 1.618, flag as potential encoded metadata. source: rlab #262 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Zenodo (CERN European Organization for Nuclear Research)
Intelligence, Security, War Strategy
DOIOpen Access PDFOpenAlex
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EXTRACTED METHOD: phi_ratio_sign_frequency_test — E8 Intelligence Research — Andrew Stewart Caldin · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS