Dataset Viewer
Auto-converted to Parquet Duplicate
The dataset viewer is not available for this split.
Not found.
Error code:   ResponseNotFound

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

NOMOS GEO Audit Protocol v0.9.0

DOI ORCID

An open-access book and machine-readable corpus in six languages for the NOMOS GEO Audit Protocol and 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.

Read or download

The complete book is available free of charge in six language editions. No sign-in or access request is required.

Readers: choose a PDF above.
Researchers and engineers: use the JSONL editions, schemas, manifests and checksums below.
Citation: cite the DOI for the exact language edition used.

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

Download the complete research package

With the official Hugging Face CLI:

hf download NobleJackal/NOMOS-GEO-Audit-Protocol --repo-type dataset

This retrieves the PDFs, JSONL editions, schemas, citation files and integrity manifests in one versioned package.

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.

Evidence notes

Early archive activity (22 August 2026)

NobleJackal GEO Trilogy — early Zenodo 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.

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

  1. NobleJackal GEO Framework — the proposed framework.
  2. 99 Errors in GEO — the anti-pattern catalogue.
  3. NOMOS GEO Audit Protocol — the candidate measurement protocol.
Downloads last month
111

Space using NobleJackal/NOMOS-GEO-Audit-Protocol 1

Collection including NobleJackal/NOMOS-GEO-Audit-Protocol