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