Dual-E Framework 4.0 — OSINT Quantum Core Edition Methodological framework for non-semantic OSINT analysis, verification and scoring

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Authors: Anne Povie
Cited by: 0

Abstract

This deposit presents Dual-E Framework 4.0 – OSINT Quantum Core Edition, a non-semantic analytical and verification framework designed for high-risk informational environments. The framework operates independently of narrative content and political interpretation. It focuses on: structural signal detection anomaly mapping coherence stress-testing temporal and contextual synchronization probabilistic scoring without attribution or accusation This version is intended for: OSINT practitioners journalists working on sensitive topics institutional analysts researchers in information integrity and governance No conclusions, no accusations, no political positions are produced by the framework. It provides an analytical capacity, not a verdict. The framework is also instantiated as an interactive GPT-based engine, accessible at the following link: 👉 https://chatgpt.com/g/g-6946f159716481919740d40914afe4c2-dual-e-framework-4-0-osint-quantum-core-edition The GPT implementation is a functional representation of the methodology described in the PDF. The PDF remains the reference specification.

Fields of Study & Subjects

Misinformation and Its Impacts Intelligence Security War Strategy Computational and Text Analysis Methods

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
15 January 2026