Datasets:
File size: 1,997 Bytes
f5312f3 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 | # 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
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