Improve six-language book download access

README.md

@@ -14,7 +14,10 @@ tags:
 - multilingual
 - machine-readable
 - reference-corpus
-pretty_name: "NobleJackal GEO Framework v1.0.0 — Multilingual Machine-Readable Corpus"
+- open-access
+- ebook
+- pdf
+pretty_name: "NobleJackal GEO Framework v1.0.0 — Open Book and Dataset"
 size_categories:
 - n<1K
 configs:
@@ -49,13 +52,28 @@ configs:
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21991762.svg)](https://doi.org/10.5281/zenodo.21991762)
 [![ORCID](https://img.shields.io/badge/ORCID-0009--0000--2277--9009-green)](https://orcid.org/0009-0000-2277-9009)
 
-A multilingual machine-readable publication corpus for the NobleJackal GEO Framework, a publisher-authored proposed framework for representation governance in generative systems.
+An open-access book and machine-readable corpus in six languages for the NobleJackal GEO Framework, a publisher-authored proposed framework for representation governance in generative systems.
 
 **Author:** Kaan Muraz  
 **Publisher:** NobleJackal  
 **Repository role:** machine-readable distribution and research-access mirror  
 **Status boundary:** Proposed framework. Publisher-authored and openly released; not represented as an adopted industry standard, accreditation or certification scheme.
 
+## Read or download
+
+The complete book is available free of charge in six language editions. No sign-in or access request is required.
+
+- [English — Download PDF](https://huggingface.co/datasets/NobleJackal/GEO-Framework/resolve/main/NobleJackal_GEO_Framework_EN_v1.0.0.pdf?download=true)
+- [Türkçe — Download PDF](https://huggingface.co/datasets/NobleJackal/GEO-Framework/resolve/main/NobleJackal_GEO_Framework_TR_v1.0.0.pdf?download=true)
+- [Deutsch — Download PDF](https://huggingface.co/datasets/NobleJackal/GEO-Framework/resolve/main/NobleJackal_GEO_Framework_DE_v1.0.0.pdf?download=true)
+- [Español — Download PDF](https://huggingface.co/datasets/NobleJackal/GEO-Framework/resolve/main/NobleJackal_GEO_Framework_ES_v1.0.0.pdf?download=true)
+- [Русский — Download PDF](https://huggingface.co/datasets/NobleJackal/GEO-Framework/resolve/main/NobleJackal_GEO_Framework_RU_v1.0.0.pdf?download=true)
+- [العربية — Download PDF](https://huggingface.co/datasets/NobleJackal/GEO-Framework/resolve/main/NobleJackal_GEO_Framework_AR_v1.0.0.pdf?download=true)
+
+**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.
@@ -63,12 +81,6 @@ A multilingual machine-readable publication corpus for the NobleJackal GEO Frame
 - **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
-
-[![NobleJackal GEO Trilogy — early Zenodo archive activity](./assets/noblejackal-geo-trilogy-early-archive-activity-20260822.webp)](./assets/noblejackal-geo-trilogy-early-archive-activity-20260822.webp)
-
-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.
-
 ## Official language editions
 
 | Language | JSONL | Full JSON | PDF | Canonical web edition | DOI |
@@ -80,6 +92,16 @@ Publisher-dashboard snapshot captured on 22 August 2026 across three works, 18 o
 | Русский (ru) | [12 records](./data/ru.jsonl) | [JSON package](./editions/ru/) | [NobleJackal_GEO_Framework_RU_v1.0.0.pdf](./NobleJackal_GEO_Framework_RU_v1.0.0.pdf) | [https://noblejackal.com/ru/geo-framework/](https://noblejackal.com/ru/geo-framework/) | [10.5281/zenodo.22011248](https://doi.org/10.5281/zenodo.22011248) |
 | العربية (ar) | [12 records](./data/ar.jsonl) | [JSON package](./editions/ar/) | [NobleJackal_GEO_Framework_AR_v1.0.0.pdf](./NobleJackal_GEO_Framework_AR_v1.0.0.pdf) | [https://noblejackal.com/ar/geo-framework/](https://noblejackal.com/ar/geo-framework/) | [10.5281/zenodo.22011532](https://doi.org/10.5281/zenodo.22011532) |
 
+### Download the complete research package
+
+With the official Hugging Face CLI:
+
+```bash
+hf download NobleJackal/GEO-Framework --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.
@@ -100,6 +122,14 @@ Every JSONL row includes a stable record ID, work and edition identity, language
 - 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](./assets/noblejackal-geo-trilogy-early-archive-activity-20260822.webp)](./assets/noblejackal-geo-trilogy-early-archive-activity-20260822.webp)
+
+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.
+
 ## Limitations
 
 - Dataset hosting, crawler access and machine readability do not guarantee indexing, model training, ranking or citation by an AI system.
@@ -116,6 +146,6 @@ The copyright holder confirmed this machine-readable release under CC BY 4.0 on
 
 ## Trilogy
 
-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.
+1. [NobleJackal GEO Framework](https://huggingface.co/datasets/NobleJackal/GEO-Framework) — the proposed framework.
+2. [99 Errors in GEO](https://huggingface.co/datasets/NobleJackal/99-GEO-Errors) — the anti-pattern catalogue.
+3. [NOMOS GEO Audit Protocol](https://huggingface.co/datasets/NobleJackal/NOMOS-GEO-Audit-Protocol) — the candidate measurement protocol.