| | --- |
| | license: cc-by-4.0 |
| | task_categories: |
| | - text-retrieval |
| | - text-ranking |
| | - text-generation |
| | - text-classification |
| | - question-answering |
| | language: |
| | - en |
| | tags: |
| | - telecom |
| | - 3gpp |
| | - knowledge_graph |
| | - 6g |
| | - standards |
| | - llm |
| | - rag |
| | - information_extraction |
| | pretty_name: 3GPP Rel-19 Telecom Knowledge Graph |
| | size_categories: |
| | - 100K<n<1M |
| | --- |
| | |
| |
|
| | # 3GPP Rel-19 Telecom Knowledge Graph (KG + Chunks) |
| |
|
| | ## Dataset Summary |
| |
|
| | This dataset, developed by *Khalifa University Research Institute for Digital Future (KU-DF)*, contains a large-scale **telecom-domain knowledge graph** built from **3GPP Release 19 specifications**, together with the underlying text chunks used for extraction and grounding. |
| |
|
| | It supports research and development in: |
| | - Telecom and networking |
| | - Knowledge graphs |
| | - LLM-based reasoning over standards |
| | - Retrieval-Augmented Generation (RAG) |
| |
|
| | --- |
| |
|
| | ## Dataset Structure |
| |
|
| | The dataset includes three main components: |
| |
|
| | - **Knowledge Graph** (`graphml`): |
| | - Nodes: telecom entities (concepts, parameters, identifiers, protocols, references) |
| | - Edges: semantic relations with provenance |
| |
|
| | - **Text Chunks** (`jsonl`): |
| | - Fine-grained chunks extracted from 3GPP specifications |
| | - Used as grounding for KG nodes and edges |
| |
|
| | - **Entity Mapping** (`json`): |
| | - Maps entities to chunk IDs and source files |
| |
|
| | --- |
| |
|
| | ## Data Statistics |
| |
|
| | - **Nodes**: 21,540 |
| | - **Edges**: 31,718 |
| | - **Unique entities**: 6,044 |
| | - **Text chunks**: 896,453 |
| |
|
| | --- |
| |
|
| | ## Data Cleaning |
| |
|
| | Cleaning was limited to structural normalization: |
| | - Removal of NULL-only or empty identifiers |
| | - Removal of isolated nodes with no semantic content |
| | - Exact duplicate node and edge removal |
| | - No semantic pruning of telecom concepts |
| |
|
| | --- |
| |
|
| | ## Intended Uses |
| |
|
| | - Telecom standards analysis |
| | - Knowledge graph analytics |
| | - LLM-assisted exploration of 3GPP specifications |
| | - RAG systems for telecom documentation |
| | - Research on information extraction from standards |
| |
|
| | --- |
| |
|
| | ## Limitations |
| |
|
| | - The dataset is limited to **3GPP Release 19** |
| | - Some entities may lack textual descriptions and are intended for later enrichment |
| |
|
| | --- |
| |
|
| | ## License |
| |
|
| | This dataset is released under the **Creative Commons Attribution–NonCommercial 4.0 International (CC BY-NC 4.0)** license. |
| |
|
| | The dataset is derived from publicly available 3GPP specifications. |
| | Users must provide appropriate attribution and may not use the dataset for commercial purposes. |
| |
|
| | ## Additional Information |
| |
|
| | For full details on construction and usage, see the accompanying `README.md`. |
| |
|
| | ## Acknowledgement |
| |
|
| | Compute resources for building and experimenting with the knowledge graph were provided by the ITU AI for Good AWS Sandbox. |
| |
|
| | --- |
| |
|
| | ## Citation |
| |
|
| | If you use this dataset, please cite the dataset repository |
| |
|
| | ```bibtex |
| | @dataset{kudf_rel19_telecom_kg_2026, |
| | title = {3GPP Release 19 Telecom Knowledge Graph}, |
| | author = {Yang, Yuzhi and Bariah, Lina and Lu, Yuhuan and Debbah, Merouane}, |
| | year = {2026}, |
| | publisher = {Hugging Face}, |
| | organization = {Khalifa University Research Institute for Digital Future (KU-DF)}, |
| | abstract = {A large-scale telecom knowledge graph constructed from 3GPP Release 19 specifications, together with text chunks for grounding, provenance, and retrieval-augmented generation (RAG).}, |
| | url = {https://huggingface.co/datasets/otellm/telecom-kg-rel19}, |
| | note = {Part of the GSMA Open Telco Assets Initiative.} |
| | } |
| | |
| | |
| | |
| | |
| | |
