# Dataset Card: curatorkit_run

## Summary

- **Run timestamp**: 2026-09-01T05:33:22.078875Z
- **Wall clock time**: 50.8s
- **Pipeline config hash**: `3b235ce9a22decbf`

## Source Documents

  - Unknown

## Pipeline Stages

| Step | Input | Passed | Recovered | Rejected | Forward |
|------|-------|--------|-----------|----------|---------|
| JSONLReader | 40 | 40 | — | 0 | 40 |
| SchemaGate | 40 | 39 | 0 | 1 | 39 |
| ExactDeduplicator | 39 | 39 | — | — | 39 |
| TextCleaner | 39 | 39 | — | — | 39 |
| SecretsGate | 39 | 38 | 0 | 1 | 38 |
| PIIPseudonymizer | 38 | 38 | — | — | 38 |
| ToxicityGate | 38 | 30 | 0 | 8 | 30 |
| AlpacaExporter | — | 30 | — | — | 30 |

## Gate Pass Rates and Rejection Breakdown

- **JSONLReader**: 40/0 passed (N/A), 0 rejected
- **SchemaGate**: 39/40 passed (97.5%), 1 rejected
- **SecretsGate**: 38/39 passed (97.4%), 1 rejected
- **ToxicityGate**: 30/38 passed (78.9%), 8 rejected


**Rejection reasons:**
  - `toxic_content:classifier:0.996`: 4
  - `below_min_tokens:9`: 1
  - `secret_detected:AWS Access Key`: 1
  - `toxic_content:classifier:0.993`: 1
  - `toxic_content:classifier:0.995`: 1
  - `toxic_content:classifier:0.997`: 1
  - `toxic_content:classifier:0.992`: 1

## Deduplication

  - exact_duplicates_removed: 0

## Known Limitations

- No MinHash deduplication applied.
- Table extraction requires `extract_tables: true` on the PDF reader and MinerU with GPU support. Disabled by default.
- Token counting uses a whitespace tokenizer by default. For exact LLM context window
  enforcement, enable `use_tiktoken: true` in the SchemaGate config.
- Both within-run (MinHash/Diversity) and cross-run (EmbeddingDeduplicator) deduplication
  are available. Cross-run dedup persists an embedding index across runs; use
  `embedding_reset_index: true` to start fresh.

## Reproduction

```bash
pip install curatorkit
curatorkit run pipeline.yaml --output-dir ./out/
```

## Tool Versions

- **curatorkit**: 0.1.6
- **python**: 3.13.15