v1.0.1

Operatorization Framework v1.1.1

Transforming Fixed Solutions into Executable Knowledge

Author: Phan Thanh Trung
Affiliation: Independent Researcher
Version: 1.0.1

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Overview

The Operatorization Framework is a conceptual and computational framework for transforming fixed knowledge structures into reusable executable operators.

Rather than treating theorems, laws, algorithms, proofs, and expert knowledge as static artifacts, Operatorization investigates how their latent operational behavior can be extracted, formalized, and represented as executable computational entities.

The framework aims to establish a bridge between human knowledge and executable reasoning systems, providing foundations for operator libraries, knowledge execution engines, and future scientific AI architectures.

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Live Demonstrations

The Operatorization Experimental Platform can be accessed directly in a web browser.

Operator Execution Protocol (OEP)

https://artifactsmaker.github.io/operatorization-framework/oep/

Operator-Guided Reasoning Benchmark (OGRB)

https://artifactsmaker.github.io/operatorization-framework/ogrb

No installation required.
No backend required.
Runs entirely in-browser.

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Added

/benchmark/
/oep/
/ogrb/

Repository Structure

operatorization-framework/
│
├── benchmark/
├── figures/
├── paper/
├── graphical_abstract/
├── oep/
├── ogrb/
├── operators/

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Research Contributions

The framework introduces:

• Operatorization
• Executable Knowledge
• Knowledge-to-Operator Transformation
• Operator Libraries
• Operator Execution Protocol (OEP)
• Operator-Guided Reasoning Benchmark (OGRB)

These components provide an initial foundation for transforming static knowledge into executable computational systems.

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Citation

If you use this framework in research, software, or educational materials, please cite:

Phan Thanh Trung.

Operatorization:
A Framework for Transforming Fixed Solutions
into Executable Knowledge.

Zenodo, 2026.

DOI: 10.5281/zenodo.20669008

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DOI

https://doi.org/10.5281/zenodo.20669008

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Related Projects

• Operatorization Framework
• Operator Execution Protocol (OEP)
• Operator-Guided Reasoning Benchmark (OGRB)
• Manuscript Trajectory Framework (MTF)

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Status

Current Version:

v1.0.1

## License

### Software and Source Code

Apache License 2.0

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**Author:** Phan Thanh Trung
**DOI:** 10.5281/zenodo.20669008
**Year:** 2026

Operatorization Framework v1.0

First public release of the Operatorization Framework.

Contents:

• Research paper
• Reference implementation
• ΩTuy
• ΩBrauer
• ΩDEO2
• Operator schemas
• Demonstration materials