---
title: NobleJackal GEO Library
emoji: 📚
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colorTo: yellow
sdk: static
app_file: index.html
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short_description: DOI-linked GEO works in six languages
---

# NobleJackal GEO Library

[![Works](https://img.shields.io/badge/Works-4-D6AC5D)](https://huggingface.co/collections/NobleJackal/noblejackal-geo-library-open-books-and-datasets)
[![Languages](https://img.shields.io/badge/Languages-6-334155)](https://huggingface.co/collections/NobleJackal/noblejackal-geo-library-open-books-and-datasets)
[![ORCID](https://img.shields.io/badge/ORCID-0009--0000--2277--9009-A6CE39?logo=orcid&logoColor=white)](https://orcid.org/0009-0000-2277-9009)
[![Publisher](https://img.shields.io/badge/Publisher-NobleJackal-111827)](https://noblejackal.com/)

A DOI-linked, multilingual research library by **Kaan Muraz** and **NobleJackal**, connecting human-readable books, archival records and machine-readable research assets.

## Research releases

### 01 · GEO Framework v1.0.0

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21991762.svg)](https://doi.org/10.5281/zenodo.21991762)
[![Licence](https://img.shields.io/badge/Licence-CC_BY_4.0-5B6770)](https://creativecommons.org/licenses/by/4.0/)

A publisher-authored proposed framework for verifiable representation and governance in generative systems.

[**Open repository →**](https://huggingface.co/datasets/NobleJackal/GEO-Framework)

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### 02 · 99 Errors in GEO v1.0.0

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21992388.svg)](https://doi.org/10.5281/zenodo.21992388)
[![Licence](https://img.shields.io/badge/Licence-CC_BY_4.0-5B6770)](https://creativecommons.org/licenses/by/4.0/)

A practical catalogue of recurring representation and governance anti-patterns with six-language PDF and machine-readable editions.

[**Open repository →**](https://huggingface.co/datasets/NobleJackal/99-GEO-Errors)

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### 03 · NOMOS GEO Audit Protocol v0.9.0

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.22040507.svg)](https://doi.org/10.5281/zenodo.22040507)
[![Status](https://img.shields.io/badge/Status-Candidate_Final_Text-D6AC5D)](https://huggingface.co/datasets/NobleJackal/NOMOS-GEO-Audit-Protocol)

An evidence-led audit protocol and GEO-1000 method released as a Candidate Final Text. It is not an accreditation or certification programme.

[**Open repository →**](https://huggingface.co/datasets/NobleJackal/NOMOS-GEO-Audit-Protocol)

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### 04 · NOMOS GEO-QA v0.3.1

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.22108413.svg)](https://doi.org/10.5281/zenodo.22108413)
[![Rights](https://img.shields.io/badge/Rights-All_rights_reserved-5B6770)](https://huggingface.co/datasets/NobleJackal/NOMOS-GEO-QA)

A six-language canonical question registry with **69 auditable records**, **98 controlled terms** and integrity manifests.

[**Open repository →**](https://huggingface.co/datasets/NobleJackal/NOMOS-GEO-QA)

## Publication identity

- **Author:** [Kaan Muraz](https://orcid.org/0009-0000-2277-9009)
- **Publisher:** [NobleJackal](https://noblejackal.com/)
- **Library:** [Complete Hugging Face collection](https://huggingface.co/collections/NobleJackal/noblejackal-geo-library-open-books-and-datasets)
- **Languages:** English, Turkish, German, Spanish, Russian and Arabic

> **Status boundary:** These publisher-authored works are not represented as adopted industry standards, independent accreditation, certification or guaranteed search visibility. Reuse terms vary by publication; consult each repository's rights and licence statement.