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value | direction stringclasses 1
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values | sequence int64 1 22 | chapter_number int64 0 20 ⌀ | item_number null | title stringlengths 16 72 | subtitle stringclasses 8
values | canonical_url stringclasses 1
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value | license stringclasses 1
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value | source_ids listlengths 0 6 | source_word_count int64 1.46k 11.9k ⌀ | source_document_sha256 stringclasses 1
value | structured_json stringlengths 637 76.1k | text stringlengths 4.73k 82.5k | character_count int64 4.73k 82.5k | record_sha256 stringlengths 64 64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-front-matter | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | front_matter | 1 | null | null | بروتوكول NOMOS لتدقيق GEO | بروتوكول لقياس تمثيل الكيانات في الأنظمة التوليدية لدى سكان العالم | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [] | null | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | {"editorialArchitecture":["سرد يمكن للشخص القراءة","الطبقة المعيارية المعيارية","طبقة التنفيذ والتدقيق","طبقة قابلة للقراءة آليا (ملحق منفصل)"],"frontMatter":{"bcp47":"ar","languageName":"العربية","direction":"rtl","title":"بروتوكول NOMOS لتدقيق GEO","seriesTitle":"منهج GEO-1000","subtitle":"بروتوكول لقياس تمثيل الكيان... | ar
العربية
rtl
بروتوكول NOMOS لتدقيق GEO
منهج GEO-1000
بروتوكول لقياس تمثيل الكيانات في الأنظمة التوليدية لدى سكان العالم
نص نهائي مرشح — الطبعة العربية المحررة
لم تُعتمد بعد
BQ-0 — لم يُنفّذ
DEMO-BQ-2 — تشغيل تجريبي لمسار العمل مع حاجة إلى معالجة جوهرية
غير نشط
لم يُعلن بعد عن رخصة النشر
الطبعة العربية الم... | 4,731 | ed02623e1b3f20eedc5f967a5f03801e941fecb813dd783472d3722f5525a61a |
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-chapter-00 | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | founder_statement | 2 | 0 | null | إعلان حقوق التمثيل | الجوهر الدستوري لمعيار GEO مقترح | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [
"K20",
"K22"
] | 1,464 | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | {"number":0,"id":"NOMOS-GEO-CONSTITUTION-A0","title":"إعلان حقوق التمثيل","subtitle":"الجوهر الدستوري لمعيار GEO مقترح","sourceFile":"0.cı bölüm-kurucu emanet beyanı.docx","sourceSha256":"E28BB76F49C4B8ECCE99D3893CBEEDBC5937832F8B4672683E4EE4BB67C7C67B","sourceWordCount":1464,"sourceIds":["K20","K22"],"machine":{"chapt... | ## الحكم التمهيدي
الأنظمة التوليدية الآن:
- أيها الناس،
- الشركات،
- المؤسسات،
- المنتجات،
- المهن،
- الخدمات،
- المنظمات العامة،
- الأحداث التاريخية
تحدّد وتقارن وتقترح. هذا التمثيل:
- دون علم الشخص المعني،
- دون موافقة الكيان المُمثل،
- في ظروف لا يستطيع المستخدم فيها فحص المصادر،
يمكن أن تكون له عواقب ... | 9,186 | bc863f99f675ba16e978e2feb87c23e62d49a6b3ca824b465f3965d276d0a3a5 |
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-chapter-01 | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | chapter | 3 | 1 | null | الاستجابة الواحدة ليست درجة GEO | null | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [
"K04",
"K05",
"K09"
] | 5,579 | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | {"number":1,"id":"NOMOS-GEO-AUDIT-CH01","title":"الاستجابة الواحدة ليست درجة GEO","subtitle":null,"sourceFile":"1.ci bölüm.docx","sourceSha256":"4AFEF948FF765CE02435A79E82601E1DD58DCA86741EA23D5A67E9D0827BD9B2","sourceWordCount":5579,"sourceIds":["K04","K05","K09"],"machine":{"chapter":1,"chapterId":"NOMOS-GEO-AUDIT-CH... | ## حد الفصل
هذا القسم يجيب فقط على السؤال التالي:
> لماذا لا يمثل استجابة نظام توليدي واحدة درجة GEO، وما الأحكام التي يمكن استنتاجها من استجابة واحدة؟
هذا الفصل:
- حصص العينات للدول،
- كيف سيتم وزن اللغات،
- كيف سيتم إعداد حزمة الحقيقة،
- كيف سيقوم المحكمون بتقييم الادعاءات الفردية،
- الصيغ النهائية لدرجات NOM... | 37,969 | 3915deb7b58970e8569583f1aba78df84f2ddd167afa1bfba0c977bcfe45dad2 |
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-chapter-02 | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | chapter | 4 | 2 | null | التمثيل هو توزيع | null | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [
"K04",
"K05",
"K09"
] | 6,390 | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | "{\"number\":2,\"id\":\"NOMOS-GEO-AUDIT-CH02\",\"title\":\"التمثيل هو توزيع\",\"subtit(...TRUNCATED) | "## حد الفصل\n\nأقرت المادة 1 الحكم التالي:\n\n> الاستجابة ال(...TRUNCATED) | 43,894 | a4c7a9004c3143ab2698f7a98cbd20fd3368c7f015506681a4b9bbba4345d842 |
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-chapter-03 | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | chapter | 5 | 3 | null | ما الكيان الخاضع للتدقيق تحديداً؟ | null | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [
"K10",
"K11"
] | 6,476 | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | "{\"number\":3,\"id\":\"NOMOS-GEO-AUDIT-CH03\",\"title\":\"ما الكيان الخاضع للتدق(...TRUNCATED) | "## حد الفصل\n\nأقرت المادة 1 الحكم التالي:\n\n> الاستجابة ال(...TRUNCATED) | 44,813 | 30b6aa71258a4094d170bbcb2b8e35941b39c1fae3326f2a217e6cdd2daba260 |
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-chapter-04 | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | chapter | 6 | 4 | null | طبقتان من الواقع | التمثيل الرسمي والواقع الموثَّق للكيان | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [
"K10",
"K11"
] | 6,604 | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | "{\"number\":4,\"id\":\"NOMOS-GEO-AUDIT-CH04\",\"title\":\"طبقتان من الواقع\",\"subtit(...TRUNCATED) | "## حد الفصل\n\nأقرت المادة 1 الحكم التالي:\n\n> الاستجابة ال(...TRUNCATED) | 45,978 | e646df244b92eb4ecb708fd77a6354e57616100e8f3d9f323274b82a6ae4d028 |
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-chapter-05 | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | chapter | 7 | 5 | null | مجتمع المستخدمين المعني بكل منتج ذكاء اصطناعي | null | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [
"K04",
"K05",
"K06",
"K07"
] | 7,842 | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | "{\"number\":5,\"id\":\"NOMOS-GEO-AUDIT-CH05\",\"title\":\"مجتمع المستخدمين المع(...TRUNCATED) | "## حد الفصل\n\nالفصول الأربعة الأولى أسست للأشياء الأساس(...TRUNCATED) | 55,885 | 2347fffa7465c7bc1bc2dc96760473c018e6d35de80d9cda0c7d6317adc30a61 |
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-chapter-06 | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | chapter | 8 | 6 | null | عينة GEO-1000 المتناسبة مع السكان | null | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [
"K04",
"K05",
"K07",
"K08"
] | 8,195 | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | "{\"number\":6,\"id\":\"NOMOS-GEO-AUDIT-CH06\",\"title\":\"عينة GEO-1000 المتناسبة مع(...TRUNCATED) | "## حد الفصل\n\nأقرت المادة 5 الحكم التالي:\n\n> يجب تعريف جم(...TRUNCATED) | 57,143 | 25c8bdeeb397dec3276e27b68d4d910b77d1c824007ae3ce47c45daaa2b32841 |
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-chapter-07 | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | chapter | 9 | 7 | null | عينات الرصد حسب البلد والإنصاف اللغوي | null | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [
"K04",
"K06",
"K07",
"K20"
] | 7,656 | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | "{\"number\":7,\"id\":\"NOMOS-GEO-AUDIT-CH07\",\"title\":\"عينات الرصد حسب البلد (...TRUNCATED) | "## حد الفصل\n\nأقرت المادة 5 الحكم التالي:\n\n> لكل منتج ذكا(...TRUNCATED) | 52,794 | acb354cd7fa3c34f02d91d7e957ea7a78324058e3c022122923af26025aae8db |
1.0.0 | nomos-geo-audit-protocol-0.9.0-ar-chapter-08 | nomos-geo-audit-protocol | 0.9.0 | ar | Arabic | rtl | chapter | 10 | 8 | null | اختيار المشاركين وترجيحهم وتحيز أخذ العينات | null | https://noblejackal.com/ar/nomos-geo-audit-protocol/ | 10.5281/zenodo.22041753 | https://doi.org/10.5281/zenodo.22041753 | CC-BY-4.0 | Kaan MURAZ | NobleJackal | [
"K04",
"K05",
"K06",
"K07",
"K08",
"K22"
] | 8,675 | a851520c99cda8b6b395216ec7468472c98216f38ab18e61fede32ccf3c80dda | "{\"number\":8,\"id\":\"NOMOS-GEO-AUDIT-CH08\",\"title\":\"اختيار المشاركين وترج(...TRUNCATED) | "## حد الفصل\n\nالفصل 5 عرّف مجموعة المستخدمين المستهدفة. (...TRUNCATED) | 64,188 | 956f4a73b4d4aa33068ef96c34a85248cfd660559d1eef721d52b2f6350b4090 |
End of preview. Expand in Data Studio
NOMOS GEO Audit Protocol v0.9.0
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.
Early archive activity
Publisher-dashboard snapshot captured on 22 August 2026 across three works, 18 open editions and six languages: 62 views, 41 downloads and 103 recorded interactions (views + downloads). Downloads divided by views were 66.1%. These point-in-time counts are descriptive; they are not an independent ranking, adoption measure or proof of impact.
Hugging Face distribution observation
NOMOS-DISTRIBUTION-001 records a public, point-in-time Hugging Face observation made on 22 August 2026, approximately four hours after the latest machine-readable release update. Across the three repositories, the public API exposed 876 dataset rows and 69 platform-recorded downloads. Dataset rows describe corpus size, not page views; download counters are not unique-user, citation or adoption counts. No page-view, virality, academic-citation, independent-adoption or AI-training claim is made.
Official language editions
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.
Intended use
- 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.
Limitations
- 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.
Citation
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.
Licence
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.
Trilogy
- NobleJackal GEO Framework — the proposed framework.
- 99 Errors in GEO — the anti-pattern catalogue.
- NOMOS GEO Audit Protocol — the candidate measurement protocol.
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