Publish six-language machine-readable corpus

Adds the validated JSON and JSONL publication corpus, language-specific DOI and canonical mappings, CC BY 4.0 licence resolution, Dataset Card configurations, schemas, citation metadata and SHA-256 inventory. Existing PDF editions are preserved. This release does not assert AI citation, independent accreditation or industry adoption.

CITATION.cff

@@ -0,0 +1,22 @@
+cff-version: 1.2.0
+message: "Cite the DOI for the language edition used; see manifest.json for all six editions."
+title: "NOMOS GEO Audit Protocol v0.9.0 — Multilingual Machine-Readable Corpus"
+type: dataset
+authors:
+  - family-names: Muraz
+    given-names: Kaan
+    orcid: "https://orcid.org/0009-0000-2277-9009"
+version: "0.9.0"
+date-released: 2026-08-22
+url: "https://huggingface.co/datasets/juliangauss1986/NOMOS-GEO-Audit-Protocol"
+license: CC-BY-4.0
+preferred-citation:
+  type: book
+  authors:
+    - family-names: Muraz
+      given-names: Kaan
+      orcid: "https://orcid.org/0009-0000-2277-9009"
+  title: "NOMOS GEO Audit Protocol"
+  year: 2026
+  doi: "10.5281/zenodo.22040507"
+  url: "https://noblejackal.com/nomos-geo-audit-protocol/"

LICENSE.md

@@ -0,0 +1,11 @@
+# Licence
+
+This machine-readable publication corpus is released under the Creative Commons Attribution 4.0 International licence (CC BY 4.0).
+
+The copyright holder confirmed this repository release under CC BY 4.0 on 22 August 2026. A legacy “all rights reserved” string may remain inside a lossless source JSON file so the published source can be reproduced byte-for-byte. For the materials distributed in this repository, that legacy embedded string is superseded by this explicit licence grant.
+
+Licence text: https://creativecommons.org/licenses/by/4.0/legalcode
+
+Attribution should identify Kaan Muraz, the relevant work and language edition, version, canonical NobleJackal URL and language-specific DOI.
+
+No trademark, accreditation, certification or endorsement rights are granted by this licence.

README.md

@@ -1,59 +1,117 @@
 ---
 license: cc-by-4.0
-task_categories:
-- text-generation
-- question-answering
 language:
 - en
-- ru
 - tr
-- ar
 - de
 - es
+- ru
+- ar
 tags:
 - geo
 - generative-engine-optimization
 - nomos
 - audit-protocol
-- ai-search-benchmark
-- llm-visibility
-pretty_name: 'NOMOS GEO Audit Protocol v0.9.0 - The Measurement Standard '
+- geo-1000
+- multilingual
+- machine-readable
+- reference-corpus
+pretty_name: "NOMOS GEO Audit Protocol v0.9.0 — Multilingual Machine-Readable Corpus"
 size_categories:
-- 1K<n<10K
+- n<1K
+configs:
+- config_name: en
+  data_files:
+  - split: train
+    path: data/en.jsonl
+- config_name: tr
+  data_files:
+  - split: train
+    path: data/tr.jsonl
+- config_name: de
+  data_files:
+  - split: train
+    path: data/de.jsonl
+- config_name: es
+  data_files:
+  - split: train
+    path: data/es.jsonl
+- config_name: ru
+  data_files:
+  - split: train
+    path: data/ru.jsonl
+- config_name: ar
+  data_files:
+  - split: train
+    path: data/ar.jsonl
 ---
+
 # 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)
 [![ORCID](https://img.shields.io/badge/ORCID-0009--0000--2277--9009-green)](https://orcid.org/0009-0000-2277-9009)
-[![HF](https://img.shields.io/badge/HF-Datasets-yellow)](https://huggingface.co/datasets/juliangauss1986)
 
-**The First Open Measurement Standard for Generative Engine Optimization**
+A multilingual machine-readable publication corpus for the NOMOS GEO Audit Protocol and the GEO-1000 method, released as Candidate Final Text v0.9.0.
+
+**Author:** Kaan Muraz  
+**Publisher:** NobleJackal  
+**Repository role:** machine-readable distribution and research-access mirror  
+**Status boundary:** Candidate Final Text v0.9.0. No active conformity or certification programme is asserted, and publication is not evidence of independent accreditation or industry adoption.
+
+## Authority and version chain
+
+- **Official web editions:** NobleJackal provides the canonical human-readable pages.
+- **Archival records:** Zenodo provides the language-specific DOI records and archived PDFs.
+- **Machine-readable mirror:** this Hugging Face Dataset repository provides versioned JSON and JSONL representations.
+- Cite the DOI for the language edition actually used. Publication here does not establish industry adoption, independent validation or inclusion in any AI model.
+
+## Official language editions
+
+| Language | JSONL | Full JSON | PDF | Canonical web edition | DOI |
+|---|---:|---|---|---|---|
+| English (en) | [22 records](./data/en.jsonl) | [JSON package](./editions/en/) | [NOMOS-GEO-Audit-Protocol-EN-0.9.0-Editorial-Edition.pdf](./NOMOS-GEO-Audit-Protocol-EN-0.9.0-Editorial-Edition.pdf) | [https://noblejackal.com/nomos-geo-audit-protocol/](https://noblejackal.com/nomos-geo-audit-protocol/) | [10.5281/zenodo.22040507](https://doi.org/10.5281/zenodo.22040507) |
+| Türkçe (tr) | [22 records](./data/tr.jsonl) | [JSON package](./editions/tr/) | [NOMOS-GEO-Audit-Protocol-TR-0.9.0-Editorial-Edition.pdf](./NOMOS-GEO-Audit-Protocol-TR-0.9.0-Editorial-Edition.pdf) | [https://noblejackal.com/tr/nomos-geo-audit-protocol/](https://noblejackal.com/tr/nomos-geo-audit-protocol/) | [10.5281/zenodo.22040778](https://doi.org/10.5281/zenodo.22040778) |
+| Deutsch (de) | [22 records](./data/de.jsonl) | [JSON package](./editions/de/) | [NOMOS-GEO-Audit-Protocol-DE-0.9.0-Editorial-Edition.pdf](./NOMOS-GEO-Audit-Protocol-DE-0.9.0-Editorial-Edition.pdf) | [https://noblejackal.com/de/nomos-geo-audit-protocol/](https://noblejackal.com/de/nomos-geo-audit-protocol/) | [10.5281/zenodo.22040743](https://doi.org/10.5281/zenodo.22040743) |
+| Español (es) | [22 records](./data/es.jsonl) | [JSON package](./editions/es/) | [NOMOS-GEO-Audit-Protocol-ES-0.9.0-Editorial-Edition.pdf](./NOMOS-GEO-Audit-Protocol-ES-0.9.0-Editorial-Edition.pdf) | [https://noblejackal.com/es/nomos-geo-audit-protocol/](https://noblejackal.com/es/nomos-geo-audit-protocol/) | [10.5281/zenodo.22041222](https://doi.org/10.5281/zenodo.22041222) |
+| Русский (ru) | [22 records](./data/ru.jsonl) | [JSON package](./editions/ru/) | [NOMOS-GEO-Audit-Protocol-RU-0.9.0-Editorial-Edition.pdf](./NOMOS-GEO-Audit-Protocol-RU-0.9.0-Editorial-Edition.pdf) | [https://noblejackal.com/ru/nomos-geo-audit-protocol/](https://noblejackal.com/ru/nomos-geo-audit-protocol/) | [10.5281/zenodo.22041553](https://doi.org/10.5281/zenodo.22041553) |
+| العربية (ar) | [22 records](./data/ar.jsonl) | [JSON package](./editions/ar/) | [NOMOS-GEO-Audit-Protocol-AR-0.9.0-Editorial-Edition.pdf](./NOMOS-GEO-Audit-Protocol-AR-0.9.0-Editorial-Edition.pdf) | [https://noblejackal.com/ar/nomos-geo-audit-protocol/](https://noblejackal.com/ar/nomos-geo-audit-protocol/) | [10.5281/zenodo.22041753](https://doi.org/10.5281/zenodo.22041753) |
+
+## Machine-readable files
+
+- `data/<language>.jsonl`: record-oriented UTF-8 corpus used by the Dataset Viewer.
+- `editions/<language>/`: lossless full-edition JSON and citation metadata copied from the locked NobleJackal publication layer.
+- `schema/publication-record-v1.schema.json`: stable JSONL record envelope.
+- `schema/source-book.schema.json`: source publication schema used by NobleJackal.
+- `manifest.json`: language, canonical URL, DOI, version, record count and SHA-256 map.
+- `checksums.sha256`: package-level integrity inventory.
+- `quality-assurance.json`: automated package checks; this is publisher QA, not independent accreditation.
+
+## Record model
+
+Every JSONL row includes a stable record ID, work and edition identity, language and direction, record type, chapter or item number where applicable, canonical URL, language-specific DOI, licence, source hash, record hash, readable text and a structured JSON payload.
 
-**Author:** Kaan Muraz | Biga Bilişim / NobleJackal, Antalya  
-**DOI:** 10.5281/zenodo.22040507 | **Version:** v0.9.0 Editorial Edition  
-**Official:** https://noblejackal.com/nomos-geo-audit-protocol/
+## Intended use
 
-### What is NOMOS?
+- Citation and retrieval against a stable language edition.
+- Research, comparison, indexing and deterministic parsing of the published framework.
+- Building evaluation or knowledge systems that preserve edition, language, DOI and provenance boundaries.
 
-**NOMOS = Normative, Observable, Measurable, Open, Standardized.**
+## Limitations
 
-The world's first auditable protocol for measuring domain visibility in AI Search (ChatGPT, Perplexity, Gemini, Claude).
+- Dataset hosting, crawler access and machine readability do not guarantee indexing, model training, ranking or citation by an AI system.
+- This repository is a publisher-controlled primary source. Claims of adoption, effectiveness, priority or external validation require independent evidence.
+- The JSONL layer is a derived access view. In case of conflict, use the language-specific canonical web edition and its archived DOI record.
 
-### Files - 6 Languages (66.7 MB)
+## Citation
 
-## 📚 Files - 6 Languages (66.7 MB) - Click to Download
+Use the DOI in the language-edition table. `CITATION.cff` points to the English reference edition for software that supports only one preferred citation; `manifest.json` is authoritative for all six edition mappings.
 
-- [🇬🇧 EN 8.75 MB - Canonical](./NobleJackal_NOMOS_GEO_Audit_Protocol_EN_v0.9.0.pdf)
-- [🇩🇪 DE 9.6 MB](./NobleJackal_NOMOS_GEO_Audit_Protocol_DE_v0.9.0.pdf)
-- [🇹🇷 TR 8.78 MB - Türkçe](./NobleJackal_NOMOS_GEO_Audit_Protocol_TR_v0.9.0.pdf)
-- [🇪🇸 ES 9.22 MB](./NobleJackal_NOMOS_GEO_Audit_Protocol_ES_v0.9.0.pdf)
-- [🇷🇺 RU 9.63 MB](./NobleJackal_NOMOS_GEO_Audit_Protocol_RU_v0.9.0.pdf)
-- [🇸🇦 AR 20.8 MB - العربية](./NobleJackal_NOMOS_GEO_Audit_Protocol_AR_v0.9.0.pdf)
+## Licence
 
-### The Trilogy
+The copyright holder confirmed this machine-readable release under CC BY 4.0 on 22 August 2026, consistent with the repository metadata and linked Zenodo records. Any legacy “all rights reserved” string retained inside a lossless source JSON file is preserved only as source provenance and is superseded for this repository release by `LICENSE.md`. Attribution must identify Kaan Muraz, the work title, the language edition, version and DOI.
 
-1. [GEO-Framework v1.0.0](https://huggingface.co/datasets/juliangauss1986/GEO-Framework) - DOI 10.5281/zenodo.21991762 - The System
-2. [99 GEO Errors](https://huggingface.co/datasets/juliangauss1986/99-GEO-Errors) - DOI 10.5281/zenodo.21992388 - The Anti-Patterns
-3. **NOMOS v0.9.0 (this)** - DOI 10.5281/zenodo.22040507 - The Measurement
+## Trilogy
 
-### Citation
+1. [NobleJackal GEO Framework](https://huggingface.co/datasets/juliangauss1986/GEO-Framework) — the proposed framework.
+2. [99 Errors in GEO](https://huggingface.co/datasets/juliangauss1986/99-GEO-Errors) — the anti-pattern catalogue.
+3. [NOMOS GEO Audit Protocol](https://huggingface.co/datasets/juliangauss1986/NOMOS-GEO-Audit-Protocol) — the candidate measurement protocol.

checksums.sha256

@@ -0,0 +1,31 @@
+a4a268b4b33bc1915328b26a0d0a9267810c0af4f2cf0114dc70f9b651b1f371  CITATION.cff
+dbe04662c7efecdb74a6fc730fbda7f31735737296b1406e2bb465a3525ec448  LICENSE.md
+38d366696cabb33eac3b599358ab43244f2d832aeb1b5236ff6a2ff1f78bf63f  README.md
+2b197cf368fcb42847f50a56232e44291315e3e5883fdf6eeb693624d7833fe3  data/ar.jsonl
+6d754012048149db7a7797563cecba22d3a2fd0d07247c741982c302bcdabc75  data/de.jsonl
+96bb7fb228359f6215785d2a9e36500dc01d95288863260e166af9ef33d99313  data/en.jsonl
+b743f7d22a9e48b471f67160592844f92d167dc12f6ebeb3963ca9e9fd10c9a3  data/es.jsonl
+a793c177ae8f309b1091dddcbb2b4657eaed3aa198d8437b2f877f2e6573d1ad  data/ru.jsonl
+0a2270318525a9b52152089e212059f6b4fe720e603b378294b909fe4aab0a8b  data/tr.jsonl
+81f50bead2c4c626c630a6b57670f6d9e5c9a62dff785038817c11eb511ab2f0  editions/ar/book.json
+a48582ef9ceb5344053a8e3cd6968bab046d9b070d1123c05811eea79f23352d  editions/ar/citation.json
+a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda  editions/ar/manuscript.json
+578d5c19685c9dcca5f591e432bd0e20ffa7e26705f835c0f9859555f3f8eddb  editions/de/book.json
+0e206155cc601491be6b903a88304b643c2687b5c9de2cdad695ee9d163f30c8  editions/de/citation.json
+af1900beb8bf31a8cc42ce3de8b62ca8a8c9a3b842e60db87fcd931e859252df  editions/de/manuscript.json
+294c05429e741003bc30e32d3dc577aab95f8b8612d6e1648370664ba610738a  editions/en/book.json
+ec22e2fe1cd6268ed54e88210ded4fb229a7490fabd0c640650caf113dfc329a  editions/en/citation.json
+5d43e3145b8f32b6d1d4af23bdcd4347cc5fed51cd7b685b58bc669b5a4ad500  editions/en/manuscript.json
+16bcbdbfddbfe21a24f303330f83f19cdb0b89d1320a87bb5ca9cfcf975c5008  editions/es/book.json
+2e55f8b20538b754bc2e113152bed67691ddcc3591814df6db190af51ff3b189  editions/es/citation.json
+5042124fb44a098071415af8d5e9debc4ee59bbc9e7d5d694c25b0709b7bd7b9  editions/es/manuscript.json
+88db0f70d54b0429e061ddf3ff3d8abc5404cd15e81a8c9610b7a3c8c898a080  editions/ru/book.json
+cb834db4562294e9885d63d000936710fea17aacff1c6c6722ee5b21f56509fa  editions/ru/citation.json
+30326d750dd8776379a86d9036caa06bcda1c30c9fe2b45d68f876ad8b1dda55  editions/ru/manuscript.json
+c4d0c7a9ef049467cec1068534f4fb3c5c45ab5c17493d9de90f1845b73d346c  editions/tr/book.json
+e45f2af22e0bb8bf599a714c06be8f3775e45310d67cf433d1362c13336d04d9  editions/tr/citation.json
+51df37981ca371d37c430cfaa0515850b2d1bd403bf1fdf0080a7246fab28f5a  editions/tr/manuscript.json
+7aecaec6692339ad7bdf6dd4a7064cba0009a6abc6f22b2017f8c6054afc8d84  manifest.json
+62ef06aaf2c3eab1ef9c7a17b682b26891e799d27dce7d03a2cd41416a1467f4  quality-assurance.json
+17d355eb939757883dfc34807c5dfa17a76bc1687a7d26dd1fcbf32fb2c6fcf2  schema/publication-record-v1.schema.json
+0d364db531b914d46718aee1769ef3e6351203bd2e2d8486f042484259e7053a  schema/source-book.schema.json

editions/ar/citation.json

@@ -0,0 +1,28 @@
+{
+  "schemaVersion": "1.0.0",
+  "type": "book",
+  "language": "ar",
+  "title": "بروتوكول NOMOS لتدقيق GEO",
+  "subtitle": "بروتوكول لقياس تمثيل الكيانات في الأنظمة التوليدية لدى سكان العالم",
+  "author": {
+    "name": "Kaan MURAZ"
+  },
+  "publisher": "NobleJackal",
+  "publicationDate": "2026-08-20",
+  "version": "0.9.0",
+  "canonical": "https://noblejackal.com/ar/nomos-geo-audit-protocol/",
+  "suggestedCitation": "Muraz, Kaan. بروتوكول NOMOS لتدقيق GEO: بروتوكول لقياس تمثيل الكيانات في الأنظمة التوليدية لدى سكان العالم. نص نهائي مرشح، الطبعة العربية المحررة. NobleJackal, 2026. https://doi.org/10.5281/zenodo.22041753. https://noblejackal.com/ar/nomos-geo-audit-protocol/",
+  "identifiers": {
+    "doi": "10.5281/zenodo.22041753",
+    "conceptDoi": "10.5281/zenodo.22041752",
+    "isbn": null
+  },
+  "archiveRecord": "https://zenodo.org/records/22041753",
+  "archivedPdf": "https://zenodo.org/records/22041753/files/NOMOS-GEO-Audit-Protocol-AR-0.9.0-Editorial-Edition.pdf?download=1",
+  "license": {
+    "id": "cc-by-4.0",
+    "name": "Creative Commons Attribution 4.0 International",
+    "url": "https://creativecommons.org/licenses/by/4.0/"
+  },
+  "rights": "© 2026 Kaan MURAZ. مرخّص بموجب CC BY 4.0؛ ويشترط نسب العمل إلى مؤلفه."
+}

editions/de/citation.json

@@ -0,0 +1,28 @@
+{
+  "schemaVersion": "1.0.0",
+  "type": "book",
+  "language": "de",
+  "title": "NOMOS GEO-Auditprotokoll",
+  "subtitle": "Ein Protokoll zur Messung der Repräsentation von Entitäten in generativen Systemen über die Weltbevölkerung hinweg",
+  "author": {
+    "name": "Kaan MURAZ"
+  },
+  "publisher": "NobleJackal",
+  "publicationDate": "2026-08-20",
+  "version": "0.9.0",
+  "canonical": "https://noblejackal.com/de/nomos-geo-audit-protocol/",
+  "suggestedCitation": "Muraz, Kaan. NOMOS GEO-Auditprotokoll: Ein Protokoll zur Messung der Repräsentation von Entitäten in generativen Systemen über die Weltbevölkerung hinweg. Finaler Textkandidat, deutsche redaktionelle Ausgabe. NobleJackal, 2026. https://doi.org/10.5281/zenodo.22040743. https://noblejackal.com/de/nomos-geo-audit-protocol/",
+  "identifiers": {
+    "doi": "10.5281/zenodo.22040743",
+    "conceptDoi": "10.5281/zenodo.22040742",
+    "isbn": null
+  },
+  "archiveRecord": "https://zenodo.org/records/22040743",
+  "archivedPdf": "https://zenodo.org/records/22040743/files/NOMOS-GEO-Audit-Protocol-DE-0.9.0-Editorial-Edition.pdf?download=1",
+  "license": {
+    "id": "cc-by-4.0",
+    "name": "Creative Commons Attribution 4.0 International",
+    "url": "https://creativecommons.org/licenses/by/4.0/"
+  },
+  "rights": "© 2026 Kaan MURAZ. Lizenziert unter CC BY 4.0; Namensnennung ist erforderlich."
+}

editions/en/citation.json

@@ -0,0 +1,28 @@
+{
+  "schemaVersion": "1.0.0",
+  "type": "book",
+  "language": "en",
+  "title": "NOMOS GEO Audit Protocol",
+  "subtitle": "A Protocol for Measuring Entity Representation in Generative Systems Across the Global Population",
+  "author": {
+    "name": "Kaan MURAZ"
+  },
+  "publisher": "NobleJackal",
+  "publicationDate": "2026-08-20",
+  "version": "0.9.0",
+  "canonical": "https://noblejackal.com/nomos-geo-audit-protocol/",
+  "suggestedCitation": "Muraz, Kaan. NOMOS GEO Audit Protocol: A Protocol for Measuring Entity Representation in Generative Systems Across the Global Population. Candidate final text, English editorial edition. NobleJackal, 2026. https://doi.org/10.5281/zenodo.22040507. https://noblejackal.com/nomos-geo-audit-protocol/",
+  "identifiers": {
+    "doi": "10.5281/zenodo.22040507",
+    "conceptDoi": "10.5281/zenodo.22040506",
+    "isbn": null
+  },
+  "archiveRecord": "https://zenodo.org/records/22040507",
+  "archivedPdf": "https://zenodo.org/records/22040507/files/NOMOS-GEO-Audit-Protocol-EN-0.9.0-Editorial-Edition.pdf?download=1",
+  "license": {
+    "id": "cc-by-4.0",
+    "name": "Creative Commons Attribution 4.0 International",
+    "url": "https://creativecommons.org/licenses/by/4.0/"
+  },
+  "rights": "© 2026 Kaan MURAZ. Licensed under CC BY 4.0; attribution is required."
+}

editions/es/citation.json

@@ -0,0 +1,28 @@
+{
+  "schemaVersion": "1.0.0",
+  "type": "book",
+  "language": "es",
+  "title": "Protocolo de Auditoría GEO de NOMOS",
+  "subtitle": "Un protocolo para medir la representación de entidades en sistemas generativos en la población mundial",
+  "author": {
+    "name": "Kaan MURAZ"
+  },
+  "publisher": "NobleJackal",
+  "publicationDate": "2026-08-20",
+  "version": "0.9.0",
+  "canonical": "https://noblejackal.com/es/nomos-geo-audit-protocol/",
+  "suggestedCitation": "Muraz, Kaan. Protocolo de Auditoría GEO de NOMOS: Un protocolo para medir la representación de entidades en sistemas generativos en la población mundial. Texto final candidato, edición editorial en español. NobleJackal, 2026. https://doi.org/10.5281/zenodo.22041222. https://noblejackal.com/es/nomos-geo-audit-protocol/",
+  "identifiers": {
+    "doi": "10.5281/zenodo.22041222",
+    "conceptDoi": "10.5281/zenodo.22041221",
+    "isbn": null
+  },
+  "archiveRecord": "https://zenodo.org/records/22041222",
+  "archivedPdf": "https://zenodo.org/records/22041222/files/NOMOS-GEO-Audit-Protocol-ES-0.9.0-Editorial-Edition.pdf?download=1",
+  "license": {
+    "id": "cc-by-4.0",
+    "name": "Creative Commons Attribution 4.0 International",
+    "url": "https://creativecommons.org/licenses/by/4.0/"
+  },
+  "rights": "© 2026 Kaan MURAZ. Publicado bajo licencia CC BY 4.0; se requiere atribución."
+}

editions/ru/citation.json

@@ -0,0 +1,28 @@
+{
+  "schemaVersion": "1.0.0",
+  "type": "book",
+  "language": "ru",
+  "title": "Протокол GEO-аудита NOMOS",
+  "subtitle": "Протокол измерения представления сущностей в генеративных системах на уровне мирового населения",
+  "author": {
+    "name": "Kaan MURAZ"
+  },
+  "publisher": "NobleJackal",
+  "publicationDate": "2026-08-20",
+  "version": "0.9.0",
+  "canonical": "https://noblejackal.com/ru/nomos-geo-audit-protocol/",
+  "suggestedCitation": "Muraz, Kaan. Протокол GEO-аудита NOMOS: Протокол измерения представления сущностей в генеративных системах на уровне мирового населения. Кандидат окончательного текста, русская редакционная версия. NobleJackal, 2026. https://doi.org/10.5281/zenodo.22041553. https://noblejackal.com/ru/nomos-geo-audit-protocol/",
+  "identifiers": {
+    "doi": "10.5281/zenodo.22041553",
+    "conceptDoi": "10.5281/zenodo.22041552",
+    "isbn": null
+  },
+  "archiveRecord": "https://zenodo.org/records/22041553",
+  "archivedPdf": "https://zenodo.org/records/22041553/files/NOMOS-GEO-Audit-Protocol-RU-0.9.0-Editorial-Edition.pdf?download=1",
+  "license": {
+    "id": "cc-by-4.0",
+    "name": "Creative Commons Attribution 4.0 International",
+    "url": "https://creativecommons.org/licenses/by/4.0/"
+  },
+  "rights": "© 2026 Kaan MURAZ. Лицензия CC BY 4.0; указание авторства обязательно."
+}

editions/tr/citation.json

@@ -0,0 +1,28 @@
+{
+  "schemaVersion": "1.0.0",
+  "type": "book",
+  "language": "tr",
+  "title": "NOMOS GEO Denetim Protokolü",
+  "subtitle": "Üretken Sistemlerde Varlık Temsilini Küresel Nüfus Üzerinden Ölçme Protokolü",
+  "author": {
+    "name": "Kaan MURAZ"
+  },
+  "publisher": "NobleJackal",
+  "publicationDate": "2026-08-20",
+  "version": "0.9.0",
+  "canonical": "https://noblejackal.com/tr/nomos-geo-audit-protocol/",
+  "suggestedCitation": "Muraz, Kaan. NOMOS GEO Denetim Protokolü: Üretken Sistemlerde Varlık Temsilini Küresel Nüfus Üzerinden Ölçme Protokolü. Aday nihai metin, Türkçe editoryal ana metin. NobleJackal, 2026. https://doi.org/10.5281/zenodo.22040778. https://noblejackal.com/tr/nomos-geo-audit-protocol/",
+  "identifiers": {
+    "doi": "10.5281/zenodo.22040778",
+    "conceptDoi": "10.5281/zenodo.22040777",
+    "isbn": null
+  },
+  "archiveRecord": "https://zenodo.org/records/22040778",
+  "archivedPdf": "https://zenodo.org/records/22040778/files/NOMOS-GEO-Audit-Protocol-TR-0.9.0-Editorial-Edition.pdf?download=1",
+  "license": {
+    "id": "cc-by-4.0",
+    "name": "Creative Commons Attribution 4.0 International",
+    "url": "https://creativecommons.org/licenses/by/4.0/"
+  },
+  "rights": "© 2026 Kaan MURAZ. CC BY 4.0 ile lisanslanmıştır; atıf zorunludur."
+}

manifest.json

@@ -0,0 +1,220 @@
+{
+  "schema_version": "1.0.0",
+  "dataset_id": "juliangauss1986/NOMOS-GEO-Audit-Protocol",
+  "work_id": "nomos-geo-audit-protocol",
+  "title": "NOMOS GEO Audit Protocol v0.9.0 — Multilingual Machine-Readable Corpus",
+  "version": "0.9.0",
+  "generated_at": "2026-08-22T07:21:08.368Z",
+  "release_status": "ready-for-publication",
+  "package_role": "machine-readable distribution and research-access mirror",
+  "authority_chain": {
+    "canonical_human_editions": "NobleJackal",
+    "archival_records": "Zenodo language-specific DOIs",
+    "machine_distribution": "Hugging Face Dataset repository"
+  },
+  "normative_boundary": "Candidate Final Text v0.9.0. No active conformity or certification programme is asserted, and publication is not evidence of independent accreditation or industry adoption.",
+  "license": {
+    "id": "CC-BY-4.0",
+    "url": "https://creativecommons.org/licenses/by/4.0/",
+    "owner_confirmation": true,
+    "embedded_notice_conflicts": []
+  },
+  "schema": {
+    "records": "schema/publication-record-v1.schema.json",
+    "source": "schema/source-book.schema.json"
+  },
+  "editions": [
+    {
+      "language": "en",
+      "language_name": "English",
+      "native_name": "English",
+      "direction": "ltr",
+      "title": "NOMOS GEO Audit Protocol",
+      "version": "0.9.0",
+      "status": "Candidate Final Text - English Editorial Edition",
+      "canonical": "https://noblejackal.com/nomos-geo-audit-protocol/",
+      "doi": "10.5281/zenodo.22040507",
+      "doi_url": "https://doi.org/10.5281/zenodo.22040507",
+      "repository_license": "CC-BY-4.0",
+      "embedded_rights_notice": "cc-by-4.0",
+      "records": 22,
+      "jsonl": {
+        "path": "data/en.jsonl",
+        "sha256": "96bb7fb228359f6215785d2a9e36500dc01d95288863260e166af9ef33d99313",
+        "bytes": 2139638
+      },
+      "source_files": {
+        "book": {
+          "path": "editions/en/book.json",
+          "sha256": "294c05429e741003bc30e32d3dc577aab95f8b8612d6e1648370664ba610738a",
+          "bytes": 696015
+        },
+        "manuscript": {
+          "path": "editions/en/manuscript.json",
+          "sha256": "5d43e3145b8f32b6d1d4af23bdcd4347cc5fed51cd7b685b58bc669b5a4ad500",
+          "bytes": 4631704
+        }
+      }
+    },
+    {
+      "language": "tr",
+      "language_name": "Turkish",
+      "native_name": "Türkçe",
+      "direction": "ltr",
+      "title": "NOMOS GEO Denetim Protokolü",
+      "version": "0.9.0",
+      "status": "Aday Nihai Metin — Türkçe Editoryal Ana Nüsha",
+      "canonical": "https://noblejackal.com/tr/nomos-geo-audit-protocol/",
+      "doi": "10.5281/zenodo.22040778",
+      "doi_url": "https://doi.org/10.5281/zenodo.22040778",
+      "repository_license": "CC-BY-4.0",
+      "embedded_rights_notice": "cc-by-4.0",
+      "records": 22,
+      "jsonl": {
+        "path": "data/tr.jsonl",
+        "sha256": "0a2270318525a9b52152089e212059f6b4fe720e603b378294b909fe4aab0a8b",
+        "bytes": 2624232
+      },
+      "source_files": {
+        "book": {
+          "path": "editions/tr/book.json",
+          "sha256": "c4d0c7a9ef049467cec1068534f4fb3c5c45ab5c17493d9de90f1845b73d346c",
+          "bytes": 1438586
+        },
+        "manuscript": {
+          "path": "editions/tr/manuscript.json",
+          "sha256": "51df37981ca371d37c430cfaa0515850b2d1bd403bf1fdf0080a7246fab28f5a",
+          "bytes": 4568523
+        }
+      }
+    },
+    {
+      "language": "de",
+      "language_name": "German",
+      "native_name": "Deutsch",
+      "direction": "ltr",
+      "title": "NOMOS GEO-Auditprotokoll",
+      "version": "0.9.0",
+      "status": "Finaler Textkandidat – deutsche redaktionelle Ausgabe",
+      "canonical": "https://noblejackal.com/de/nomos-geo-audit-protocol/",
+      "doi": "10.5281/zenodo.22040743",
+      "doi_url": "https://doi.org/10.5281/zenodo.22040743",
+      "repository_license": "CC-BY-4.0",
+      "embedded_rights_notice": "cc-by-4.0",
+      "records": 22,
+      "jsonl": {
+        "path": "data/de.jsonl",
+        "sha256": "6d754012048149db7a7797563cecba22d3a2fd0d07247c741982c302bcdabc75",
+        "bytes": 3011724
+      },
+      "source_files": {
+        "book": {
+          "path": "editions/de/book.json",
+          "sha256": "578d5c19685c9dcca5f591e432bd0e20ffa7e26705f835c0f9859555f3f8eddb",
+          "bytes": 1494134
+        },
+        "manuscript": {
+          "path": "editions/de/manuscript.json",
+          "sha256": "af1900beb8bf31a8cc42ce3de8b62ca8a8c9a3b842e60db87fcd931e859252df",
+          "bytes": 6416002
+        }
+      }
+    },
+    {
+      "language": "es",
+      "language_name": "Spanish",
+      "native_name": "Español",
+      "direction": "ltr",
+      "title": "Protocolo de Auditoría GEO de NOMOS",
+      "version": "0.9.0",
+      "status": "Texto final candidato — edición editorial en español",
+      "canonical": "https://noblejackal.com/es/nomos-geo-audit-protocol/",
+      "doi": "10.5281/zenodo.22041222",
+      "doi_url": "https://doi.org/10.5281/zenodo.22041222",
+      "repository_license": "CC-BY-4.0",
+      "embedded_rights_notice": "cc-by-4.0",
+      "records": 22,
+      "jsonl": {
+        "path": "data/es.jsonl",
+        "sha256": "b743f7d22a9e48b471f67160592844f92d167dc12f6ebeb3963ca9e9fd10c9a3",
+        "bytes": 2967643
+      },
+      "source_files": {
+        "book": {
+          "path": "editions/es/book.json",
+          "sha256": "16bcbdbfddbfe21a24f303330f83f19cdb0b89d1320a87bb5ca9cfcf975c5008",
+          "bytes": 1493581
+        },
+        "manuscript": {
+          "path": "editions/es/manuscript.json",
+          "sha256": "5042124fb44a098071415af8d5e9debc4ee59bbc9e7d5d694c25b0709b7bd7b9",
+          "bytes": 6372302
+        }
+      }
+    },
+    {
+      "language": "ru",
+      "language_name": "Russian",
+      "native_name": "Русский",
+      "direction": "ltr",
+      "title": "Протокол GEO-аудита NOMOS",
+      "version": "0.9.0",
+      "status": "Кандидат окончательного текста — русская редакционная версия",
+      "canonical": "https://noblejackal.com/ru/nomos-geo-audit-protocol/",
+      "doi": "10.5281/zenodo.22041553",
+      "doi_url": "https://doi.org/10.5281/zenodo.22041553",
+      "repository_license": "CC-BY-4.0",
+      "embedded_rights_notice": "cc-by-4.0",
+      "records": 22,
+      "jsonl": {
+        "path": "data/ru.jsonl",
+        "sha256": "a793c177ae8f309b1091dddcbb2b4657eaed3aa198d8437b2f877f2e6573d1ad",
+        "bytes": 4297167
+      },
+      "source_files": {
+        "book": {
+          "path": "editions/ru/book.json",
+          "sha256": "88db0f70d54b0429e061ddf3ff3d8abc5404cd15e81a8c9610b7a3c8c898a080",
+          "bytes": 1596593
+        },
+        "manuscript": {
+          "path": "editions/ru/manuscript.json",
+          "sha256": "30326d750dd8776379a86d9036caa06bcda1c30c9fe2b45d68f876ad8b1dda55",
+          "bytes": 7617179
+        }
+      }
+    },
+    {
+      "language": "ar",
+      "language_name": "Arabic",
+      "native_name": "العربية",
+      "direction": "rtl",
+      "title": "بروتوكول NOMOS لتدقيق GEO",
+      "version": "0.9.0",
+      "status": "نص نهائي مرشح — الطبعة العربية المحررة",
+      "canonical": "https://noblejackal.com/ar/nomos-geo-audit-protocol/",
+      "doi": "10.5281/zenodo.22041753",
+      "doi_url": "https://doi.org/10.5281/zenodo.22041753",
+      "repository_license": "CC-BY-4.0",
+      "embedded_rights_notice": "cc-by-4.0",
+      "records": 22,
+      "jsonl": {
+        "path": "data/ar.jsonl",
+        "sha256": "2b197cf368fcb42847f50a56232e44291315e3e5883fdf6eeb693624d7833fe3",
+        "bytes": 3491021
+      },
+      "source_files": {
+        "book": {
+          "path": "editions/ar/book.json",
+          "sha256": "81f50bead2c4c626c630a6b57670f6d9e5c9a62dff785038817c11eb511ab2f0",
+          "bytes": 1526962
+        },
+        "manuscript": {
+          "path": "editions/ar/manuscript.json",
+          "sha256": "a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda",
+          "bytes": 6869216
+        }
+      }
+    }
+  ]
+}

quality-assurance.json

@@ -0,0 +1,28 @@
+{
+  "schema_version": "1.0.0",
+  "generated_at": "2026-08-22T07:21:08.368Z",
+  "scope": "Publisher-controlled automated package QA; not independent accreditation or external validation.",
+  "status": "pass",
+  "checks": {
+    "languages_present": true,
+    "unique_language_dois": true,
+    "unique_language_canonicals": true,
+    "json_parse": true,
+    "jsonl_parse": true,
+    "required_record_fields": true,
+    "record_hashes": true,
+    "source_hashes": true,
+    "utf8_round_trip": true,
+    "arabic_direction_rtl": true,
+    "cc_by_owner_confirmation": true
+  },
+  "record_counts": {
+    "en": 22,
+    "tr": 22,
+    "de": 22,
+    "es": 22,
+    "ru": 22,
+    "ar": 22
+  },
+  "licence_conflicts": []
+}

schema/publication-record-v1.schema.json

@@ -0,0 +1,166 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://noblejackal.com/schemas/huggingface-publication-record-v1.schema.json",
+  "title": "NobleJackal Machine-Readable Publication Record",
+  "description": "Stable record envelope for multilingual NobleJackal book and protocol corpora.",
+  "type": "object",
+  "additionalProperties": false,
+  "required": [
+    "schema_version",
+    "record_id",
+    "work_id",
+    "version",
+    "language",
+    "language_name",
+    "direction",
+    "record_type",
+    "sequence",
+    "chapter_number",
+    "item_number",
+    "title",
+    "subtitle",
+    "canonical_url",
+    "doi",
+    "doi_url",
+    "license",
+    "author",
+    "publisher",
+    "source_ids",
+    "source_word_count",
+    "source_document_sha256",
+    "structured_json",
+    "character_count",
+    "text",
+    "record_sha256"
+  ],
+  "properties": {
+    "schema_version": {
+      "const": "1.0.0"
+    },
+    "record_id": {
+      "type": "string",
+      "minLength": 1
+    },
+    "work_id": {
+      "type": "string",
+      "minLength": 1
+    },
+    "version": {
+      "type": "string",
+      "minLength": 1
+    },
+    "language": {
+      "enum": [
+        "en",
+        "tr",
+        "de",
+        "es",
+        "ru",
+        "ar"
+      ]
+    },
+    "language_name": {
+      "type": "string",
+      "minLength": 1
+    },
+    "direction": {
+      "enum": [
+        "ltr",
+        "rtl"
+      ]
+    },
+    "record_type": {
+      "enum": [
+        "front_matter",
+        "founder_statement",
+        "chapter",
+        "chapter_overview",
+        "anti_pattern",
+        "back_matter"
+      ]
+    },
+    "sequence": {
+      "type": "integer",
+      "minimum": 1
+    },
+    "chapter_number": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "minimum": 0
+    },
+    "item_number": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "minimum": 1
+    },
+    "title": {
+      "type": "string",
+      "minLength": 1
+    },
+    "subtitle": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "canonical_url": {
+      "type": "string",
+      "format": "uri"
+    },
+    "doi": {
+      "type": "string",
+      "pattern": "^10\\.5281/zenodo\\.[0-9]+$"
+    },
+    "doi_url": {
+      "type": "string",
+      "format": "uri"
+    },
+    "license": {
+      "const": "CC-BY-4.0"
+    },
+    "author": {
+      "type": "string",
+      "minLength": 1
+    },
+    "publisher": {
+      "const": "NobleJackal"
+    },
+    "source_ids": {
+      "type": "array",
+      "items": {
+        "type": "string"
+      }
+    },
+    "source_word_count": {
+      "type": [
+        "integer",
+        "null"
+      ],
+      "minimum": 0
+    },
+    "source_document_sha256": {
+      "type": "string",
+      "pattern": "^[a-f0-9]{64}$"
+    },
+    "structured_json": {
+      "type": "string",
+      "minLength": 2
+    },
+    "character_count": {
+      "type": "integer",
+      "minimum": 1
+    },
+    "text": {
+      "type": "string",
+      "minLength": 1
+    },
+    "record_sha256": {
+      "type": "string",
+      "pattern": "^[a-f0-9]{64}$"
+    }
+  }
+}

schema/source-book.schema.json

@@ -0,0 +1,37 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://noblejackal.com/schemas/nomos-geo-audit-protocol-v0.9.json",
+  "title": "NOMOS GEO Audit Protocol machine publication",
+  "type": "object",
+  "required": [
+    "schemaVersion",
+    "book",
+    "statusAssertions",
+    "chapters",
+    "sources"
+  ],
+  "properties": {
+    "schemaVersion": {
+      "type": "string"
+    },
+    "book": {
+      "type": "object",
+      "required": [
+        "title",
+        "language",
+        "version"
+      ]
+    },
+    "statusAssertions": {
+      "type": "object"
+    },
+    "chapters": {
+      "type": "array",
+      "minItems": 21,
+      "maxItems": 21
+    },
+    "sources": {
+      "type": "object"
+    }
+  }
+}