---
license: mit
task_categories:
- token-classification
- text-classification
language:
- en
tags:
- pii
- gdpr
- nfadp
- sovereign-ai
- switzerland
- australia
pretty_name: Cata Risk Lab Sovereign PII Markers
size_categories:
- n<1K
---

# 🛡️ Sovereign PII Detection Dataset (v1.0)
**Maintainer:** [Cata Risk Lab](https://huggingface.co/Cata-Risk-Lab) | **Project:** Wattle Guard

## 🌍 Dataset Summary
This synthetic dataset contains labeled examples of **Sovereign Identity Markers** specific to the Swiss, UK, and Australian jurisdictions. It is designed to train and benchmark the **Wattle Guard** redaction engine, ensuring compliance with cross-border data protection laws (nFADP, UK GDPR, Privacy Act 1988).

Unlike generic PII datasets that focus on US data (SSN), this dataset focuses on international identifiers often missed by standard US-centric models.

## 📂 Structure
- `text`: The raw input string containing potential sensitive data.
- `entity_type`: The specific sovereign identifier detected:
    - `AHV13`: Swiss Social Security Number (Alters- und Hinterlassenenversicherung).
    - `IBAN_CH`: Swiss International Bank Account Number.
    - `NINO`: United Kingdom National Insurance Number.
    - `NHS`: United Kingdom National Health Service Number.
    - `TFN`: Australian Tax File Number.
- `label`: Binary classification (`sensitive` vs `safe`) for rapid triage.

## ⚖️ Sovereign AI Mission
Cata Risk Lab releases this data to help open-source developers build "Region-Aware" privacy tools that respect the specific data formats of sovereign nations, rather than forcing US standards on global infrastructure.--
license: mit
---