Data · dataset · 2026
Ylemis India-PII Benchmark
Listed in Hugging Face Datasets
Description
Ylemis India-PII Benchmark v1 An open, reproducible benchmark for span-based PII detection in Indian and multilingual business text. The dataset is fully synthetic and is intended for evaluation, regression testing, and transparent comparison—not model training and not as a substitute for a customer-specific pilot. Release facts 10,000 cases, all synthetic; no intended real-person PII. 16 entity types and 14 language/format slices. 1,756 negative cases: 810 clean… See the full description on the dataset page: huggingface.co/datasets/Pranshurs/ylemis-india-pii-benchmark.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/Pranshurs/ylemis-india-pii-benchmark ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Pranshurs/ylemis-india-pii-benchmark ↗
metadata API · from Hugging Face
Topics
- Stated by source
- token classification
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Pranshurs/ylemis-india-pii-benchmark | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:token-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |