PiotrSty commited on
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Add CC BY-SA 3.0 Polish media-literacy lessons

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## Add Polish media-literacy lessons

Adds `edukacja_medialna_pl`: **252 records and 728,987 measured `cl100k_base` proxy tokens**, acquired directly from official Edukacja Medialna lesson XML. Every retained record has explicit CC BY-SA 3.0 evidence on its lesson page and in XML, plus credited authors.

Source dataset: https://huggingface.co/datasets/PiotrSty/edukacja-medialna-pl/tree/ba738c60fe1a92a676a6cabba05e8c3f82e125b7

### Data sample

- [12 complete deterministic sample records](https://huggingface.co/datasets/PiotrSty/edukacja-medialna-pl/blob/ba738c60fe1a92a676a6cabba05e8c3f82e125b7/artifacts/sample.jsonl)
- [Per-record authors, URLs and rights](https://huggingface.co/datasets/PiotrSty/edukacja-medialna-pl/blob/ba738c60fe1a92a676a6cabba05e8c3f82e125b7/artifacts/attribution.jsonl)
- [Selection decisions](https://huggingface.co/datasets/PiotrSty/edukacja-medialna-pl/blob/ba738c60fe1a92a676a6cabba05e8c3f82e125b7/artifacts/decisions.jsonl)

### Method and ontology

The contribution includes a reproducible direct-XML builder, normalized exact and seeded MinHash/Jaccard within-source deduplication, limited PII-pattern checks, checksums, QA and an ontology manifest separating content-addressed Versions, Protocol, executed Run, Evidence, falsifiable Claims and Actors. External reading lists are omitted.

### Remaining gates

Cross-source exact/near deduplication and benchmark-overlap checks remain pending. Historical technology/legal guidance is not asserted to be current. Embedded third-party excerpts and the CC BY-SA 3.0 to corpus-level licensing treatment require maintainer review. Training benefit is an untested diversity hypothesis. This proposes a source, not a stable release.

artifacts/edukacja_medialna_pl_ontology_manifest.json ADDED
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+ {
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+ "actors": [
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+ {
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+ "id": "hf:PiotrSty",
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+ "name": "Piotr Styla",
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+ "type": "human"
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+ },
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+ {
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+ "id": "agent:codex",
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+ "name": "OpenAI Codex",
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+ "type": "agent"
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+ },
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+ {
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+ "id": "org:fnp",
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+ "name": "Fundacja Nowoczesna Polska",
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+ "type": "organization"
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+ }
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+ ],
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+ "attestations": [
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+ {
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+ "type": "cross_source_deduplication",
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+ "value": "pending_target_integration"
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+ },
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+ {
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+ "type": "benchmark_overlap",
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+ "value": "pending"
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+ }
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+ ],
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+ "claims": [
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+ {
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+ "falsification_condition": "A retained record lacks either required license signal.",
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+ "id": "claim:licensed-records",
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+ "statement": "Every retained record passed the explicit page and XML CC BY-SA 3.0 gate.",
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+ "supported_by": [
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+ "evidence:qa:31651600f3fdbd7fead125374f64ed1bd689a5f7fa14389f4d888b858cbeb8f5"
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+ ]
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+ },
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+ {
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+ "falsification_condition": "Controlled mix ablations show no relevant improvement or harmful style contamination.",
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+ "id": "claim:diversity-hypothesis",
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+ "statement": "This instructional media-literacy source may diversify a legal-heavy Polish pretraining mix.",
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+ "status": "untested",
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+ "supported_by": []
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+ }
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+ ],
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+ "evidence": [
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+ {
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+ "append_only": true,
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+ "id": "evidence:checksums:0552aa8b5941b3a07aede690d58962b0f26a0e9777c2321ac2ed0e1a650d819f",
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+ "observation_type": "checksums",
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+ "payload": {
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+ "NOTICE.md": "ca0ab465674b4d8b2e5db4a1c6d25a5565893b2e48803cf36b319bac3f3461fd",
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+ "README.md": "4efd1ded246566b38668f1e6617dd1692d9f7f1bf7a8cbf0a1d2abdb73b47198",
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+ "artifacts/attribution.jsonl": "8522652f776bd59c115453331b4a5c771f01e6467fab2938798c3aad0065e55d",
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+ "artifacts/decisions.jsonl": "960bffd3e684a52a119633efbedc7d1ef0cd6d8c70bfbb16bb2c03c551da9962",
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+ "artifacts/inventory.json": "2348fc675da837146af683bc548083fa93c43f6e1a2dbdf2408d36a97dbd92d9",
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+ "artifacts/qa.json": "95e42a29bd2f1d328efac5f20378311a1806bd934b5bd88d6002a3bbf2ec78dc",
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+ "artifacts/raw_xml.jsonl.gz": "828b7ac5f0d2eaf1c49882178363777ed8f74daccac0fcbd485ba9d0fb8369f1",
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+ "artifacts/run.json": "922941d546019e4c4f3ea0736ac4ab3a92f8dca0f5e990931a563549ed89adee",
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+ "artifacts/sample.jsonl": "1d3277d93a5a1b9281ef1c71e745c9669eb2fac4cc78c7e60946557aedc7c1fa",
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+ "artifacts/stats.json": "38c7a8418b798021ce217a8bd9c9c120a7b92a7ac8e0cdbf56cb76757eb7b8cf",
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+ "data/train-00000-of-00001.parquet": "dbce26650981e8e552c7fdac48bd35c02e9bd0a56fced4ea4871489b5a2365c4",
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+ "src/build_edukacja_medialna_pl.py": "2f7b5d5672321886e1b6e6cb81518c8c80cc7f834bea0ab4fd0351a64fa8effe",
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+ "src/requirements.txt": "a41710470f941a80c9cf2f6ef93357b2478797f00804816e925959fac302100b"
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+ }
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+ },
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+ {
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+ "append_only": true,
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+ "id": "evidence:qa:31651600f3fdbd7fead125374f64ed1bd689a5f7fa14389f4d888b858cbeb8f5",
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+ "observation_type": "quality_report",
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+ "payload": {
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+ "benchmark_overlap": "pending",
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+ "cross_source_dedup": "pending target integration",
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+ "exact_normalized_dedup": true,
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+ "license_gate": "explicit CC BY-SA 3.0 required in lesson page and source XML",
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+ "limitations": [
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+ "source guidance includes historical material",
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+ "external reading lists and long-quote elements omitted",
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+ "remaining inline third-party excerpts require review",
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+ "pattern checks are not comprehensive de-identification"
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+ ],
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+ "near_dedup": {
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+ "method": "seeded MinHash 128 / LSH 0.8 candidates / exact 5-word Jaccard >= 0.9",
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+ "removed": []
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+ },
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+ "pii_pattern_matches": {
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+ "email": 1,
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+ "labelled_phone": 0
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+ }
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+ }
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+ }
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+ ],
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+ "objects": [
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+ {
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+ "id": "object:edukacja-medialna-source",
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+ "type": "DatasetSource"
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+ },
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+ {
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+ "id": "object:edukacja-medialna-derived",
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+ "type": "Dataset"
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+ }
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+ ],
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+ "protocols": [
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+ {
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+ "digest": "sha256:6d6b7e7a3d456dff4d5b6c6a6ade6d7c352582ca6c4bccf4e46f49a132517821",
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+ "id": "protocol:6d6b7e7a3d456dff4d5b6c6a6ade6d7c352582ca6c4bccf4e46f49a132517821",
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+ "specification": {
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+ "dedup": "normalized exact then seeded MinHash/Jaccard",
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+ "license_gate": "explicit CC BY-SA 3.0 on page and XML",
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+ "name": "edukacja-medialna-direct-xml-v1",
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+ "schema": [
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+ "id",
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+ "text",
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+ "source",
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+ "added",
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+ "created",
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+ "token_count",
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+ "license",
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+ "author"
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+ ],
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+ "selection": "Polish, >=300 body chars, creator present, no PII pattern match",
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+ "source_scope": "https://edukacjamedialna.edu.pl/lekcje/",
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+ "tokenizer": "tiktoken cl100k_base"
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+ }
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+ }
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+ ],
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+ "relations": [
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+ {
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+ "predicate": "DERIVED_FROM",
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+ "source": "version:data:0552aa8b5941b3a07aede690d58962b0f26a0e9777c2321ac2ed0e1a650d819f",
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+ "target": "version:source:9bca86eeedc6f04b29ecab5e704112aecd70eb88426b3b676ea7ee8101254a69"
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+ },
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+ {
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+ "predicate": "FILTERED_BY",
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+ "source": "version:data:0552aa8b5941b3a07aede690d58962b0f26a0e9777c2321ac2ed0e1a650d819f",
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+ "target": "protocol:6d6b7e7a3d456dff4d5b6c6a6ade6d7c352582ca6c4bccf4e46f49a132517821"
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+ },
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+ {
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+ "predicate": "COMPATIBLE_WITH",
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+ "source": "version:data:0552aa8b5941b3a07aede690d58962b0f26a0e9777c2321ac2ed0e1a650d819f",
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+ "target": "hf://datasets/SlayerLab/polish-dynaword@a916edecabc2be8832e08fb2bd9dfafcc1d2dd71"
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+ }
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+ ],
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+ "runs": [
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+ {
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+ "code_sha256": "2cc652f917eb78ef240bac4524a86ba26e0eecc2448fb977e630b3aac5b6d88c",
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+ "finished_at": "2026-09-06T15:36:41.473637+00:00",
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+ "inputs": {
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data/edukacja_medialna_pl/NOTICE.md ADDED
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+ # Attribution and license
2
+
3
+ Source: https://edukacjamedialna.edu.pl/lekcje/
4
+ Publisher: Fundacja Nowoczesna Polska.
5
+ License: CC BY-SA 3.0 (https://creativecommons.org/licenses/by-sa/3.0/).
6
+
7
+ Per-record text/scenario/expert creators, canonical URLs, source dates and rights evidence are preserved in `artifacts/attribution.jsonl`. Raw source XML and acquisition hashes are preserved in `artifacts/raw_xml.jsonl.gz`.
8
+
9
+ Preparation: Piotr Styla with OpenAI Codex. Changes: extracted the authored `powiesc` lesson body from source XML; omitted external reading lists; normalized Unicode and whitespace; applied language, length, creator, license, limited PII-pattern and deduplication gates. No endorsement by Fundacja Nowoczesna Polska is implied.
data/edukacja_medialna_pl/edukacja_medialna_pl.attribution.jsonl ADDED
The diff for this file is too large to render. See raw diff
 
data/edukacja_medialna_pl/edukacja_medialna_pl.decisions.jsonl ADDED
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+ {"id": "edukacja_medialna_pl_warstwowy-model-internetu", "page_sha256": "5939faf0f5bac42d6ec394ec2d7c42acb411003c54b543c59b034c8328ce0938", "reason": "include", "selected": true, "xml_sha256": "736fb01b98d618aab484e3b41c74d27baddbde5225d692678158941dd7a63672"}
224
+ {"id": "edukacja_medialna_pl_warszawa-przedwojenne-miasto-neonow", "page_sha256": "c1d332d61dc68e8456c53f1015ab77843b2c3df17b8e251f395038afa363feb0", "reason": "include", "selected": true, "xml_sha256": "aea2dd4419466c41f25d57310521cb5a122ee8d3ea5c5dc6b7c5e38df4aefc7f"}
225
+ {"id": "edukacja_medialna_pl_warszawski-barok", "page_sha256": "d080ef560de421a307da27e36348cd8eda5749837630a1f45ba47e8f293ac01f", "reason": "include", "selected": true, "xml_sha256": "4e0f5a8e8cbe71df0383e55f290162df0398d3306dbad86f0809593fdd1f07fe"}
226
+ {"id": "edukacja_medialna_pl_wartosci-kontra-media", "page_sha256": "3c747600ce0f9a1dd40ebeb5717f910c55643ac2b27458fe851f77e9c90b5db9", "reason": "include", "selected": true, "xml_sha256": "20ded9b7dcbbf9487e2ff12aa33c8c2451f813cf0b5d1d6b0089097894f1908d"}
227
+ {"id": "edukacja_medialna_pl_wartosci-w-mediach", "page_sha256": "0b8f69b2757554cec1cd1b16147a2dbe4f7df42f4edecf81c09ce825ee48d781", "reason": "include", "selected": true, "xml_sha256": "ebd30cd56066159986c02d37da524e1259459dc14292da0c0750be7c43ceaea1"}
228
+ {"id": "edukacja_medialna_pl_wiedza-na-wyciagniecie-reki", "page_sha256": "76863b2e1b9c4903481ea67aeef7ce1b6caf890387fd582cfa6aa8ece9acd2d5", "reason": "include", "selected": true, "xml_sha256": "d7032010cc4f7d592dee2b5cf00b6385d34bff7609ab99728f031adc13ffeff5"}
229
+ {"id": "edukacja_medialna_pl_wielkie-porzadkowanie-informacji", "page_sha256": "46e545db26a678b8fa164313ec6449f37d4d0bac4f951f107eb561e83d5c7b0c", "reason": "include", "selected": true, "xml_sha256": "2bb9d9e7d66076868970ee03802dbd1fb5eeaf90a37ad4af7896db68ccb39c42"}
230
+ {"id": "edukacja_medialna_pl_wizerunek-osob-publicznych", "page_sha256": "8522da9c7e687a993387db2b465fe15d7bf21660469325a6da320bf5aa94d6d6", "reason": "include", "selected": true, "xml_sha256": "ada705c4c61ae5bbbe51394d8a3ee6a71745a6f72fe8cf2905a1b501d124044c"}
231
+ {"id": "edukacja_medialna_pl_wizerunek-w-sieci", "page_sha256": "6b63cf518f6ce08a8add2337d085c090cec62a365f723f4b5eb31786373315d7", "reason": "include", "selected": true, "xml_sha256": "3f8b8d69b8950bd5bed58e1cd8fb67846110dc012992764602bb992d6f2173bd"}
232
+ {"id": "edukacja_medialna_pl_wolne-licencje", "page_sha256": "b53059ce659be2c46d9e68c14c723c636e25673b642fa0fb1ff61dfc849841ed", "reason": "include", "selected": true, "xml_sha256": "1e5c950b5983126145915c4176ddb72d18275c5c9d3dcee5fceac2328155b57e"}
233
+ {"id": "edukacja_medialna_pl_wolne-utwory-na-wolnych-licencjach", "page_sha256": "08bb6cf3556db47efdc928e31029b0bcd22f06d8a51dad1fa78e026d0a98310b", "reason": "include", "selected": true, "xml_sha256": "b0cf67082c0cc6f3201604299572f277fd0c1f7f961301b0ed619b05f915a0a1"}
234
+ {"id": "edukacja_medialna_pl_wprowadzenie-w-myslenie-algorytmiczne", "page_sha256": "3cfd118e09800e2938c196e9b23099c59b78b7e594929679d37721a101cb1e89", "reason": "include", "selected": true, "xml_sha256": "0be403122437476dacaa30afca603bdc3c83d46a1cdf390c8f331e1c1983bbe0"}
235
+ {"id": "edukacja_medialna_pl_wspolczesny-list", "page_sha256": "6339c16d3b3b25002b24ff63b40907a547514e6b61df442bf1fe7c872c564136", "reason": "include", "selected": true, "xml_sha256": "e981e78cbd927e5b826753c64a4192c8b176f7d8b7dcdaef45ba04974ee65824"}
236
+ {"id": "edukacja_medialna_pl_wspolne-dzialanie-dzieki-internetowi", "page_sha256": "06a0fd06055df0762e5227f0100848a4346c7eee8ed6e8f557befa171485a7b7", "reason": "include", "selected": true, "xml_sha256": "84489ed657642a0966e3b392258474561e9b3f5c86885d55be3bbab3b3a16f39"}
237
+ {"id": "edukacja_medialna_pl_wsrod-ekranow-i-interfejsow", "page_sha256": "50c15c98dd072413d5187226deac3d3ccc2dbf1d3e2caaf25c7a64d87ce9ed06", "reason": "include", "selected": true, "xml_sha256": "9b35391bab7dd21ffe7bef0d87b6399ffc39b76eced3a11157eabf4e73ee1612"}
238
+ {"id": "edukacja_medialna_pl_wstep-do-twojej-prywatnosci", "page_sha256": "3b6f315bc3710225988751e405ca09bd522da218e7096a3ff35c377166a57956", "reason": "include", "selected": true, "xml_sha256": "47fd784ad24e6185042546f53b68d97a655a622838c9be5dba7e50ab4461cebc"}
239
+ {"id": "edukacja_medialna_pl_wykorzystuj-swoje-wspomnienia", "page_sha256": "0565c17a398d5c8c4dca2b405477eed5a0eca28921bdc8ecfc8465ddcc7aa280", "reason": "include", "selected": true, "xml_sha256": "9e32a9706607f219ca128361452e04325a4e64aff441e588c8a2efeb1a976fb6"}
240
+ {"id": "edukacja_medialna_pl_z-regulaminem-na-ty", "page_sha256": "27ff1cef3035460d0b22325f042c6c3e6059c1e51628948d8485a7d251ebe88f", "reason": "include", "selected": true, "xml_sha256": "344e5a3882f950f0942f51931810ddf5fa0503998ad309d3d79c23317c0bf145"}
241
+ {"id": "edukacja_medialna_pl_zainstaluj-czyli", "page_sha256": "63ef09d34ea3672fc0203bf9dde42a279d908164a028b84f7856ffe6c3814fb9", "reason": "include", "selected": true, "xml_sha256": "8426bd0ed0e4128e3c2cb9e5a1d0c5847d2f4430c401ede6afea929e6f1ab32f"}
242
+ {"id": "edukacja_medialna_pl_zakupy-on-line", "page_sha256": "b3a39c143c5c1b37c92f0845dce90b6054ecca3852b209ecedc1047c7001cfae", "reason": "include", "selected": true, "xml_sha256": "86faf92bdeaff07562aa6b33e0927d213775751bc66f0b5b87bb34f6da7e2a17"}
243
+ {"id": "edukacja_medialna_pl_zakupy-w-sieci", "page_sha256": "394297c93dcb79dddfc6aeaadfbc7a86e8978e15144838ec0d3fd79a9e83cd08", "reason": "include", "selected": true, "xml_sha256": "b1a91c70dadd52470e6675cd4df0f646925a67aa57b30789d320c4919e9cd158"}
244
+ {"id": "edukacja_medialna_pl_zapanuj-nad-informacjami", "page_sha256": "c63186e79d81036e38893bf809ceb25bd4cdafa019d357aea54e8efcb476aec1", "reason": "include", "selected": true, "xml_sha256": "b8084309da4a5cd716eaae2ec33f638dd0891c47a3ed74d7f4b00f0fc3a8e76b"}
245
+ {"id": "edukacja_medialna_pl_zaplanuj-cyfrowa-opowiesc", "page_sha256": "5297f9fe4291e9313f84c8f28a029bf6a920f2608c9797dee3ff9df269ad84a8", "reason": "include", "selected": true, "xml_sha256": "1d26b781da51c134287f1f9ae1e2ef41ea4cd8441b468480d7157a952af3aa36"}
246
+ {"id": "edukacja_medialna_pl_zarabianie-w-mediach", "page_sha256": "bd193e2c9f0ba89a52ab11d021ecf5b2856633780b7ecf51ac1a4b220dc8a31d", "reason": "include", "selected": true, "xml_sha256": "c6f07cc727960f3c136c270072b1eba0481e804d85657649b494505c0f661dd4"}
247
+ {"id": "edukacja_medialna_pl_zasady-korzystania-z-mediow", "page_sha256": "77d899c90e65a3d0879a83bc7af7e86060e185772de86079543f2a72726f5b76", "reason": "include", "selected": true, "xml_sha256": "541d4a595a263497b2bde14a5684a78d5bf689208525bf97097383e0858240f3"}
248
+ {"id": "edukacja_medialna_pl_zasady-w-sieci", "page_sha256": "565abfe93ee4b08bf38508fa3e32b189920133fe93f8b7ad68f7e281f283bbca", "reason": "include", "selected": true, "xml_sha256": "0d2c8719ef3996e7232ff5b0f13982e3c03f883f968c4c6cbf48c119f8fce717"}
249
+ {"id": "edukacja_medialna_pl_zawieranie-umow", "page_sha256": "b353e72eb65618e37d6975c9bd3c4391869aff2b4d8c9c7c6d45e569567ee40a", "reason": "include", "selected": true, "xml_sha256": "80a288c4400c82a78b4c04ee8ae0e2875fe3eb62374ac6a02d62743d01fcdae8"}
250
+ {"id": "edukacja_medialna_pl_zderzenie-wartosci-w-mediach", "page_sha256": "c1e1564fb7e1c0eb7b9208907bab0956c349658cf6e62375dd0917fc289e116d", "reason": "include", "selected": true, "xml_sha256": "f0b5ea8c746968fcd153d21a032f98ed772d880023a0fbea8c15905e679a67b0"}
251
+ {"id": "edukacja_medialna_pl_ziemianska-jako-soczewka-swiata-lat-miedzywojennych", "page_sha256": "c0307b0a573fe72ba59e308082e7aa7f94246f7a6c4d994580b22da810fbffcd", "reason": "include", "selected": true, "xml_sha256": "f89d3035cbdc1d2a212482f69b4599d97026a62772f46bef9a8f0266d9508fa8"}
252
+ {"id": "edukacja_medialna_pl_zlosliwe-oprogramowanie", "page_sha256": "bc146ccc962ce38ef66b5279caf8b663182be367be0d4dd7eb8c58d1984bacdc", "reason": "include", "selected": true, "xml_sha256": "856a3642e240308a4ac4b8798e9a26cf3a45ef9d15ad6c7843c94f1fae2d3f0b"}
253
+ {"id": "edukacja_medialna_pl_zmiany-w-mediach-zmiany-swiata", "page_sha256": "bb2f8ba1e2847d8e0b537db3b9e560255e5e02339bc2de6a3eaa48ae09d0c62c", "reason": "include", "selected": true, "xml_sha256": "2c4c043c7f12853efd054a0ecd829fc3be3f4c6001e5ce7b051a9dc90e12aa2e"}
254
+ {"id": "edukacja_medialna_pl_zmieniac-swiat-poprzez-dziennikarstwo", "page_sha256": "0d6801a46444dd939ec877814ef31881b9b88e73161bf1ea0d99dc383d1a29e2", "reason": "include", "selected": true, "xml_sha256": "5b4ce38a7c972d442c8cbc40ed5494480bf11cc0daa8cfcac6434bd10a6fce00"}
255
+ {"id": "edukacja_medialna_pl_zmieniaj-swiat-slowami", "page_sha256": "8e33851c31753ecafd4b3680f3b417f66673f53c2d030211ecebe45a28882a0c", "reason": "include", "selected": true, "xml_sha256": "5d7657004fdf5170c52ec201aa1cb3681b78e1535e1ccb9a7426eaa36a4a4198"}
data/edukacja_medialna_pl/edukacja_medialna_pl.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-sa-3.0
3
+ language:
4
+ - pl
5
+ task_categories:
6
+ - text-generation
7
+ configs:
8
+ - config_name: default
9
+ data_files:
10
+ - split: train
11
+ path: data/train-00000-of-00001.parquet
12
+ ---
13
+
14
+ # Edukacja Medialna PL
15
+
16
+ A text-only snapshot of Polish media-literacy lesson explanations and scenarios acquired directly from official lesson XML.
17
+
18
+ - Discovered: 255 lesson URLs
19
+ - Retained: 252 records
20
+ - Tokens: 728,987 (`cl100k_base` proxy)
21
+ - License: CC BY-SA 3.0 per retained record
22
+ - Author coverage: 100.0%
23
+
24
+ See `NOTICE.md`, `artifacts/attribution.jsonl`, `artifacts/decisions.jsonl`, `artifacts/qa.json`, `artifacts/checksums.json` and `artifacts/ontology.json`. Twelve complete deterministic records are in `artifacts/sample.jsonl`.
25
+
26
+ ## Limitations
27
+
28
+ The source includes historically dated technology and legal guidance. Dates are upstream publication metadata, not proof of present-day currency. External reading lists are omitted. Embedded excerpts may require additional review. PII checks are pattern-based, not comprehensive de-identification. Cross-source DynaWord deduplication and benchmark-overlap checks remain pending. Training benefit is an untested hypothesis requiring controlled ablations.
29
+
30
+ ## Reproduction
31
+
32
+ Install `src/requirements.txt`, decompress `artifacts/raw_xml.jsonl.gz` to a work directory as `raw_xml.jsonl`, and run the builder against the preserved inventory. Live acquisition creates a new source Version and must use a fresh work directory.
data/edukacja_medialna_pl/edukacja_medialna_pl.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dbce26650981e8e552c7fdac48bd35c02e9bd0a56fced4ea4871489b5a2365c4
3
+ size 778646
data/edukacja_medialna_pl/edukacja_medialna_pl.qa.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "benchmark_overlap": "pending",
3
+ "cross_source_dedup": "pending target integration",
4
+ "exact_normalized_dedup": true,
5
+ "license_gate": "explicit CC BY-SA 3.0 required in lesson page and source XML",
6
+ "limitations": [
7
+ "source guidance includes historical material",
8
+ "external reading lists and long-quote elements omitted",
9
+ "remaining inline third-party excerpts require review",
10
+ "pattern checks are not comprehensive de-identification"
11
+ ],
12
+ "near_dedup": {
13
+ "method": "seeded MinHash 128 / LSH 0.8 candidates / exact 5-word Jaccard >= 0.9",
14
+ "removed": []
15
+ },
16
+ "pii_pattern_matches": {
17
+ "email": 1,
18
+ "labelled_phone": 0
19
+ }
20
+ }
data/edukacja_medialna_pl/edukacja_medialna_pl.sample.jsonl ADDED
The diff for this file is too large to render. See raw diff
 
data/edukacja_medialna_pl/edukacja_medialna_pl.stats.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "acquired": 255,
3
+ "added": "2026-09-06",
4
+ "author_coverage": 1.0,
5
+ "characters": 2033576,
6
+ "discovered": 255,
7
+ "kept": 252,
8
+ "rejected": 3,
9
+ "sample_count": 12,
10
+ "tokens": 728987
11
+ }
src/build_edukacja_medialna_pl.py ADDED
@@ -0,0 +1,491 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ #!/usr/bin/env python3
2
+ """Acquire, normalize, validate and publish Edukacja Medialna Polish lessons."""
3
+ from __future__ import annotations
4
+
5
+ import argparse
6
+ import ast
7
+ from collections import Counter
8
+ from datetime import datetime, timezone
9
+ import gzip
10
+ import hashlib
11
+ import json
12
+ import os
13
+ from pathlib import Path
14
+ import pprint
15
+ import re
16
+ import shutil
17
+ import subprocess
18
+ import sys
19
+ import time
20
+ import unicodedata
21
+ from urllib.parse import urljoin, urlparse
22
+ import xml.etree.ElementTree as ET
23
+
24
+ from bs4 import BeautifulSoup
25
+ import requests
26
+
27
+ BASE = "https://edukacjamedialna.edu.pl"
28
+ LISTING = BASE + "/lekcje/"
29
+ SOURCE = "edukacja_medialna_pl"
30
+ OWN_REPO = "PiotrSty/edukacja-medialna-pl"
31
+ TARGET = "SlayerLab/polish-dynaword"
32
+ LICENSE = "CC-BY-SA-3.0"
33
+ LICENSE_URL = "https://creativecommons.org/licenses/by-sa/3.0/"
34
+ FIELDS = ["id", "text", "source", "added", "created", "token_count", "license", "author"]
35
+ UA = "EdukacjaMedialnaResearch/1.0 (PiotrSty; public open-education corpus)"
36
+ BLOCKS = {
37
+ "naglowek_rozdzial", "naglowek_podrozdzial", "akap", "punkt",
38
+ "opis", "definiendum", "aktywnosc", "cwiczenie", "pomoce",
39
+ "forma", "czas", "tytul_dziela",
40
+ }
41
+
42
+
43
+ def now():
44
+ return datetime.now(timezone.utc).isoformat()
45
+
46
+
47
+ def sha(value):
48
+ if not isinstance(value, bytes):
49
+ value = json.dumps(value, ensure_ascii=False, sort_keys=True, separators=(",", ":")).encode()
50
+ return hashlib.sha256(value).hexdigest()
51
+
52
+
53
+ def save(path, value):
54
+ path.parent.mkdir(parents=True, exist_ok=True)
55
+ path.write_text(json.dumps(value, ensure_ascii=False, sort_keys=True, indent=2) + "\n", encoding="utf-8")
56
+
57
+
58
+ def load(path):
59
+ return json.loads(path.read_text(encoding="utf-8"))
60
+
61
+
62
+ def write_lines(path, rows):
63
+ path.parent.mkdir(parents=True, exist_ok=True)
64
+ path.write_text("".join(json.dumps(row, ensure_ascii=False, sort_keys=True) + "\n" for row in rows), encoding="utf-8")
65
+
66
+
67
+ def read_lines(path):
68
+ return [json.loads(line) for line in path.read_text(encoding="utf-8").splitlines() if line]
69
+
70
+
71
+ def normalize(text):
72
+ text = unicodedata.normalize("NFKC", text).replace("\u00ad", "").replace("\u200b", "")
73
+ text = re.sub(r"[\x00-\x08\x0b\x0c\x0e-\x1f\x7f]", "", text)
74
+ lines = [re.sub(r"[ \t\xa0]+", " ", line).strip() for line in text.splitlines()]
75
+ return re.sub(r"\n{3,}", "\n\n", "\n".join(lines)).strip()
76
+
77
+
78
+ def local_name(tag):
79
+ return tag.rsplit("}", 1)[-1].split(":")[-1]
80
+
81
+
82
+ def http_get(url, attempts=5):
83
+ last = None
84
+ for attempt in range(attempts):
85
+ last = requests.get(url, timeout=(20, 90), headers={"User-Agent": UA, "Accept-Language": "pl"})
86
+ if last.status_code not in (429, 500, 502, 503, 504):
87
+ last.raise_for_status()
88
+ return last
89
+ time.sleep(2 ** attempt)
90
+ last.raise_for_status()
91
+
92
+
93
+ def lesson_links(html):
94
+ soup = BeautifulSoup(html, "html.parser")
95
+ result = set()
96
+ for anchor in soup.select("a[href]"):
97
+ url = urljoin(LISTING, anchor["href"])
98
+ parsed = urlparse(url)
99
+ if parsed.netloc == "edukacjamedialna.edu.pl" and re.fullmatch(r"/lekcje/[^/]+/", parsed.path):
100
+ result.add(url)
101
+ return sorted(result)
102
+
103
+
104
+ def page_metadata(page_url, payload):
105
+ soup = BeautifulSoup(payload, "html.parser")
106
+ xml_urls = sorted({urljoin(page_url, a["href"]) for a in soup.select('a[href*="/xml/"]') if a["href"].endswith(".xml")})
107
+ text = normalize(soup.get_text(" "))
108
+ license_links = sorted({urljoin(page_url, a["href"]) for a in soup.select("a[href]") if "creativecommons.org/licenses/" in a["href"]})
109
+ explicit = any("creativecommons.org/licenses/by-sa/3.0" in url for url in license_links)
110
+ return {"xml_urls": xml_urls, "license_links": license_links, "page_has_explicit_cc_by_sa_3": explicit,
111
+ "page_mentions_license": "Licencja:" in text}
112
+
113
+
114
+ def dc_values(root, suffix):
115
+ return [normalize(node.text or "") for node in root.iter() if local_name(node.tag) == suffix and normalize(node.text or "")]
116
+
117
+
118
+ def parse_xml(xml_bytes, page_url):
119
+ root = ET.fromstring(xml_bytes)
120
+ if local_name(root.tag) != "utwor":
121
+ raise ValueError("unexpected XML root")
122
+ title = (dc_values(root, "title") or [""])[0]
123
+ canonical = (dc_values(root, "identifier.url") or [page_url])[0]
124
+ dates = dc_values(root, "date")
125
+ rights = dc_values(root, "rights")
126
+ rights_urls = dc_values(root, "rights.license")
127
+ creators = []
128
+ creator_roles = {}
129
+ for node in root.iter():
130
+ name = local_name(node.tag)
131
+ if name.startswith("creator.") and normalize(node.text or ""):
132
+ role = name.split(".", 1)[1]
133
+ value = normalize(node.text or "")
134
+ creators.append(value)
135
+ creator_roles.setdefault(role, []).append(value)
136
+ body = next((node for node in root if local_name(node.tag) == "powiesc"), None)
137
+ if body is None:
138
+ raise ValueError("missing powiesc body")
139
+ chunks = []
140
+ stop = False
141
+ for node in body.iter():
142
+ name = local_name(node.tag)
143
+ value = normalize(" ".join(node.itertext())) if name in BLOCKS else ""
144
+ if name.startswith("naglowek_") and value.casefold() == "czytelnia":
145
+ stop = True
146
+ if stop:
147
+ continue
148
+ if name in BLOCKS and value and (not chunks or value != chunks[-1]):
149
+ # Keep only leaf-like blocks to avoid duplicating text from containers.
150
+ if not any(local_name(child.tag) in BLOCKS for child in list(node)):
151
+ chunks.append(value)
152
+ text = normalize("\n\n".join(chunks))
153
+ return {"title": title, "canonical_url": canonical, "created": dates[0][:10] if dates else "unknown",
154
+ "rights": rights, "rights_urls": rights_urls, "creators": sorted(set(creators)),
155
+ "creator_roles": creator_roles, "text": text}
156
+
157
+
158
+ def acquire(out):
159
+ if (out / "inventory.json").exists():
160
+ raise ValueError("inventory exists; use a fresh output for a new immutable acquisition")
161
+ out.mkdir(parents=True, exist_ok=True)
162
+ listing_response = http_get(LISTING)
163
+ links = lesson_links(listing_response.text)
164
+ if len(links) < 200:
165
+ raise ValueError(f"unexpectedly small listing: {len(links)}")
166
+ records = []
167
+ failures = []
168
+ for index, page_url in enumerate(links, 1):
169
+ slug = page_url.rstrip("/").rsplit("/", 1)[-1]
170
+ try:
171
+ page = http_get(page_url)
172
+ meta = page_metadata(page_url, page.content)
173
+ if len(meta["xml_urls"]) != 1:
174
+ raise ValueError(f"expected one XML link, got {len(meta['xml_urls'])}")
175
+ xml_response = http_get(meta["xml_urls"][0])
176
+ parsed = parse_xml(xml_response.content, page_url)
177
+ xml_cc = any("creativecommons.org/licenses/by-sa/3.0" in url for url in parsed["rights_urls"])
178
+ records.append({"slug": slug, "page_url": page_url, "xml_url": meta["xml_urls"][0],
179
+ "observed_at": now(), "page_sha256": sha(page.content), "xml_sha256": sha(xml_response.content),
180
+ "page_license_links": meta["license_links"], "page_has_explicit_cc_by_sa_3": meta["page_has_explicit_cc_by_sa_3"],
181
+ "xml_has_explicit_cc_by_sa_3": xml_cc, "metadata": {k: parsed[k] for k in parsed if k != "text"},
182
+ "xml": xml_response.content.decode("utf-8")})
183
+ except Exception as error:
184
+ failures.append({"slug": slug, "page_url": page_url, "error": str(error)})
185
+ if index % 25 == 0 or index == len(links):
186
+ print(f"Acquired {index}/{len(links)}; failures={len(failures)}", flush=True)
187
+ time.sleep(0.15)
188
+ save(out / "inventory.json", {"listing_url": LISTING, "listing_sha256": sha(listing_response.content),
189
+ "observed_at": now(), "discovered_links": links, "records": records, "failures": failures})
190
+ write_lines(out / "raw_xml.jsonl", records)
191
+ if failures:
192
+ raise ValueError("acquisition incomplete; inspect inventory failures")
193
+
194
+
195
+ def near_dedup(rows):
196
+ from datasketch import MinHash, MinHashLSH
197
+ index = MinHashLSH(threshold=0.8, num_perm=128)
198
+ features = {}
199
+ kept, removed = [], []
200
+ for row in rows:
201
+ words = re.findall(r"\w+", row["text"].casefold())
202
+ shingles = {" ".join(words[i:i + 5]).encode() for i in range(max(0, len(words) - 4))}
203
+ sig = MinHash(num_perm=128, seed=1)
204
+ if not shingles:
205
+ kept.append(row)
206
+ continue
207
+ sig.update_batch(sorted(shingles))
208
+ duplicate = None
209
+ score = 0.0
210
+ for candidate in sorted(index.query(sig)):
211
+ value = len(shingles & features[candidate]) / len(shingles | features[candidate])
212
+ if value >= 0.9:
213
+ duplicate, score = candidate, value
214
+ break
215
+ if duplicate:
216
+ removed.append({"id": row["id"], "duplicate_of": duplicate, "jaccard": score})
217
+ else:
218
+ kept.append(row)
219
+ features[row["id"]] = shingles
220
+ index.insert(row["id"], sig)
221
+ return kept, removed
222
+
223
+
224
+ def build(out):
225
+ import pyarrow as pa
226
+ import pyarrow.parquet as pq
227
+ import tiktoken
228
+ from langid.langid import LanguageIdentifier, model
229
+ inventory = load(out / "inventory.json")
230
+ if inventory["failures"] or len(inventory["records"]) != len(inventory["discovered_links"]):
231
+ raise ValueError("cannot build from incomplete inventory")
232
+ encoder = tiktoken.get_encoding("cl100k_base")
233
+ identifier = LanguageIdentifier.from_modelstring(model, norm_probs=True)
234
+ identifier.set_languages(["pl", "en", "de", "cs", "sk", "uk", "ru"])
235
+ rows, sidecars, decisions = [], [], []
236
+ seen = {}
237
+ pii = Counter()
238
+ added = min(r["observed_at"][:10] for r in inventory["records"])
239
+ for record in sorted(inventory["records"], key=lambda item: item["slug"]):
240
+ raw = record["xml"].encode()
241
+ if sha(raw) != record["xml_sha256"]:
242
+ raise ValueError("raw XML checksum mismatch: " + record["slug"])
243
+ parsed = parse_xml(raw, record["page_url"])
244
+ body = parsed["text"]
245
+ reason = ""
246
+ if not record["page_has_explicit_cc_by_sa_3"] or not record["xml_has_explicit_cc_by_sa_3"]:
247
+ reason = "license_not_explicit_on_page_and_xml"
248
+ elif not parsed["creators"]:
249
+ reason = "missing_creator"
250
+ elif len(body) < 300:
251
+ reason = "too_short"
252
+ language, confidence = identifier.classify(body[:12000]) if body else ("unknown", 0.0)
253
+ if not reason and language != "pl" and confidence >= 0.99:
254
+ reason = "non_polish"
255
+ body, email_count = re.subn(r"(?i)\b[A-Z0-9._%+-]+@[A-Z0-9.-]+\.[A-Z]{2,}\b", "[REDACTED:EMAIL]", body)
256
+ body, phone_count = re.subn(r"(?i)(?:\btelefon|\btel\.)\s*:?[ \t]*(?:\+48[ \t]*)?\d(?:[ .-]?\d){8}\b", "[REDACTED:PHONE]", body)
257
+ pii.update(email=email_count, labelled_phone=phone_count)
258
+ text = normalize(parsed["title"] + "\n\n" + body)
259
+ key = " ".join(text.casefold().split())
260
+ if not reason and key in seen:
261
+ reason = "normalized_duplicate"
262
+ row_id = SOURCE + "_" + record["slug"]
263
+ decisions.append({"id": row_id, "selected": not bool(reason), "reason": reason or "include",
264
+ "page_sha256": record["page_sha256"], "xml_sha256": record["xml_sha256"]})
265
+ if reason:
266
+ continue
267
+ seen[key] = row_id
268
+ author = "; ".join(parsed["creators"])
269
+ row = {"id": row_id, "text": text, "source": SOURCE, "added": added,
270
+ "created": parsed["created"], "token_count": len(encoder.encode_ordinary(text)),
271
+ "license": LICENSE, "author": author}
272
+ rows.append(row)
273
+ sidecars.append({"id": row_id, "title": parsed["title"], "url": parsed["canonical_url"],
274
+ "page_url": record["page_url"], "xml_url": record["xml_url"], "created": parsed["created"],
275
+ "authors": parsed["creators"], "creator_roles": parsed["creator_roles"], "publisher": "Fundacja Nowoczesna Polska",
276
+ "license": LICENSE, "license_url": LICENSE_URL, "rights": parsed["rights"], "rights_urls": parsed["rights_urls"],
277
+ "page_sha256": record["page_sha256"], "xml_sha256": record["xml_sha256"], "text_sha256": sha(text.encode()),
278
+ "language": language, "language_confidence": float(confidence),
279
+ "transformations": ["XML powiesc extraction", "bibliography and long-quote elements omitted", "Unicode and whitespace normalization", "email and labelled-phone pattern redaction"]})
280
+ rows, near_removed = near_dedup(rows)
281
+ removed_ids = {item["id"]: item for item in near_removed}
282
+ for decision in decisions:
283
+ if decision["id"] in removed_ids:
284
+ decision.update(selected=False, reason="near_duplicate", **removed_ids[decision["id"]])
285
+ kept_ids = {row["id"] for row in rows}
286
+ sidecars = [row for row in sidecars if row["id"] in kept_ids]
287
+ root = out / "hf_repo"
288
+ (root / "data").mkdir(parents=True, exist_ok=True)
289
+ (root / "artifacts").mkdir(exist_ok=True)
290
+ schema = pa.schema([(field, pa.int64() if field == "token_count" else pa.string()) for field in FIELDS])
291
+ pq.write_table(pa.Table.from_pylist(rows, schema=schema), root / "data/train-00000-of-00001.parquet", compression="zstd")
292
+ write_lines(root / "artifacts/attribution.jsonl", sidecars)
293
+ write_lines(root / "artifacts/decisions.jsonl", decisions)
294
+ samples = sorted(rows, key=lambda row: sha(("sample:" + row["id"]).encode()))[:12]
295
+ write_lines(root / "artifacts/sample.jsonl", samples)
296
+ shutil.copy2(out / "inventory.json", root / "artifacts/inventory.json")
297
+ (root / "artifacts/raw_xml.jsonl.gz").write_bytes(gzip.compress((out / "raw_xml.jsonl").read_bytes(), mtime=0))
298
+ stats = {"discovered": len(inventory["discovered_links"]), "acquired": len(inventory["records"]),
299
+ "kept": len(rows), "rejected": len(decisions) - len(rows), "tokens": sum(row["token_count"] for row in rows),
300
+ "characters": sum(len(row["text"]) for row in rows), "sample_count": len(samples), "added": added,
301
+ "author_coverage": sum(bool(row["author"]) for row in rows) / len(rows) if rows else 0}
302
+ qa = {"license_gate": "explicit CC BY-SA 3.0 required in lesson page and source XML",
303
+ "pii_pattern_matches": dict(pii), "exact_normalized_dedup": True,
304
+ "near_dedup": {"method": "seeded MinHash 128 / LSH 0.8 candidates / exact 5-word Jaccard >= 0.9", "removed": near_removed},
305
+ "cross_source_dedup": "pending target integration", "benchmark_overlap": "pending",
306
+ "limitations": ["source guidance includes historical material", "external reading lists and long-quote elements omitted", "remaining inline third-party excerpts require review", "pattern checks are not comprehensive de-identification"]}
307
+ save(root / "artifacts/stats.json", stats)
308
+ save(root / "artifacts/qa.json", qa)
309
+ run = {"id": "run:" + sha({"code": sha(Path(__file__).read_bytes()), "inventory": inventory["listing_sha256"], "data": [row["text_sha256"] for row in sidecars]}),
310
+ "started_at": inventory["observed_at"], "finished_at": now(), "code_sha256": sha(Path(__file__).read_bytes()), "success": True,
311
+ "inputs": {"listing_sha256": inventory["listing_sha256"], "xml_sha256": [row["xml_sha256"] for row in inventory["records"]]}, "stats": stats}
312
+ save(root / "artifacts/run.json", run)
313
+ print(json.dumps(stats, ensure_ascii=False, indent=2), flush=True)
314
+
315
+
316
+ def make_checksums(root):
317
+ return {path.relative_to(root).as_posix(): sha(path.read_bytes()) for path in sorted(root.rglob("*")) if path.is_file() and path.name not in ("checksums.json", "ontology.json")}
318
+
319
+
320
+ def registry(base):
321
+ tree = ast.parse(base)
322
+ node = next(n.value for n in tree.body if isinstance(n, ast.Assign) and any(isinstance(t, ast.Name) and t.id == "SOURCES" for t in n.targets))
323
+ current = ast.literal_eval(node)
324
+ if SOURCE in current:
325
+ raise ValueError("source already registered")
326
+ entry = {"file_key": SOURCE, "pretty": "Edukacja Medialna - Polish media-literacy lessons",
327
+ "license": LICENSE, "license_spdx": LICENSE,
328
+ "traceable": "Direct official lesson XML. Each accepted record has explicit CC BY-SA 3.0 evidence and credited text/scenario authors in the source metadata.",
329
+ "upstream": BASE + "/lekcje/", "provenance": "Pinned PiotrSty/edukacja-medialna-pl snapshot acquired directly from Fundacja Nowoczesna Polska lesson pages and source XML.",
330
+ "domain": "educational/media-literacy/instructional", "created": "per-record upstream date", "is_ocr": False, "custom_datasheet": True}
331
+ offset = sum(len(line) for line in base.splitlines(keepends=True)[:node.lineno - 1]) + node.col_offset + 1
332
+ formatted = pprint.pformat(entry, width=96, sort_dicts=False).replace("\n", "\n ")
333
+ return base[:offset] + "\n " + repr(SOURCE) + ": " + formatted + "," + base[offset:]
334
+
335
+
336
+ def prepare(out, target_revision):
337
+ root = out / "hf_repo"
338
+ stats = load(root / "artifacts/stats.json")
339
+ (root / "src").mkdir(parents=True, exist_ok=True)
340
+ shutil.copy2(Path(__file__), root / "src/build_edukacja_medialna_pl.py")
341
+ shutil.copy2(Path(__file__).with_name("edukacja_medialna_requirements.txt"), root / "src/requirements.txt")
342
+ checksums = make_checksums(root)
343
+ save(root / "artifacts/checksums.json", checksums)
344
+ protocol = {"name": "edukacja-medialna-direct-xml-v1", "source_scope": LISTING,
345
+ "license_gate": "explicit CC BY-SA 3.0 on page and XML", "selection": "Polish, >=300 body chars, creator present, no PII pattern match",
346
+ "dedup": "normalized exact then seeded MinHash/Jaccard", "tokenizer": "tiktoken cl100k_base", "schema": FIELDS}
347
+ ontology = {"schema_version": "slayer-research-ontology/0.1-profile",
348
+ "objects": [{"id": "object:edukacja-medialna-source", "type": "DatasetSource"}, {"id": "object:edukacja-medialna-derived", "type": "Dataset"}],
349
+ "versions": [{"id": "version:source:" + sha(load(out / "inventory.json")), "object_id": "object:edukacja-medialna-source", "digest": "sha256:" + sha(load(out / "inventory.json")), "immutable": True},
350
+ {"id": "version:data:" + sha(checksums), "object_id": "object:edukacja-medialna-derived", "digest": "sha256:" + sha(checksums), "immutable": True}],
351
+ "protocols": [{"id": "protocol:" + sha(protocol), "specification": protocol, "digest": "sha256:" + sha(protocol)}],
352
+ "runs": [load(root / "artifacts/run.json")],
353
+ "relations": [{"source": "version:data:" + sha(checksums), "predicate": "DERIVED_FROM", "target": "version:source:" + sha(load(out / "inventory.json"))},
354
+ {"source": "version:data:" + sha(checksums), "predicate": "FILTERED_BY", "target": "protocol:" + sha(protocol)},
355
+ {"source": "version:data:" + sha(checksums), "predicate": "COMPATIBLE_WITH", "target": "hf://datasets/" + TARGET + "@" + target_revision}],
356
+ "evidence": [{"id": "evidence:checksums:" + sha(checksums), "observation_type": "checksums", "payload": checksums, "append_only": True},
357
+ {"id": "evidence:qa:" + sha(load(root / "artifacts/qa.json")), "observation_type": "quality_report", "payload": load(root / "artifacts/qa.json"), "append_only": True}],
358
+ "claims": [{"id": "claim:licensed-records", "statement": "Every retained record passed the explicit page and XML CC BY-SA 3.0 gate.", "supported_by": ["evidence:qa:" + sha(load(root / "artifacts/qa.json"))], "falsification_condition": "A retained record lacks either required license signal."},
359
+ {"id": "claim:diversity-hypothesis", "statement": "This instructional media-literacy source may diversify a legal-heavy Polish pretraining mix.", "supported_by": [], "falsification_condition": "Controlled mix ablations show no relevant improvement or harmful style contamination.", "status": "untested"}],
360
+ "actors": [{"id": "hf:PiotrSty", "type": "human", "name": "Piotr Styla"}, {"id": "agent:codex", "type": "agent", "name": "OpenAI Codex"}, {"id": "org:fnp", "type": "organization", "name": "Fundacja Nowoczesna Polska"}],
361
+ "attestations": [{"type": "cross_source_deduplication", "value": "pending_target_integration"}, {"type": "benchmark_overlap", "value": "pending"}]}
362
+ save(root / "artifacts/ontology.json", ontology)
363
+ notice = f"""# Attribution and license\n\nSource: {LISTING}\nPublisher: Fundacja Nowoczesna Polska.\nLicense: CC BY-SA 3.0 ({LICENSE_URL}).\n\nPer-record text/scenario/expert creators, canonical URLs, source dates and rights evidence are preserved in `artifacts/attribution.jsonl`. Raw source XML and acquisition hashes are preserved in `artifacts/raw_xml.jsonl.gz`.\n\nPreparation: Piotr Styla with OpenAI Codex. Changes: extracted the authored `powiesc` lesson body from source XML; omitted external reading lists; normalized Unicode and whitespace; applied language, length, creator, license, limited PII-pattern and deduplication gates. No endorsement by Fundacja Nowoczesna Polska is implied.\n"""
364
+ (root / "NOTICE.md").write_text(notice, encoding="utf-8")
365
+ readme = f"""---\nlicense: cc-by-sa-3.0\nlanguage:\n- pl\ntask_categories:\n- text-generation\nconfigs:\n- config_name: default\n data_files:\n - split: train\n path: data/train-00000-of-00001.parquet\n---\n\n# Edukacja Medialna PL\n\nA text-only snapshot of Polish media-literacy lesson explanations and scenarios acquired directly from official lesson XML.\n\n- Discovered: {stats['discovered']} lesson URLs\n- Retained: {stats['kept']} records\n- Tokens: {stats['tokens']:,} (`cl100k_base` proxy)\n- License: CC BY-SA 3.0 per retained record\n- Author coverage: {stats['author_coverage']:.1%}\n\nSee `NOTICE.md`, `artifacts/attribution.jsonl`, `artifacts/decisions.jsonl`, `artifacts/qa.json`, `artifacts/checksums.json` and `artifacts/ontology.json`. Twelve complete deterministic records are in `artifacts/sample.jsonl`.\n\n## Limitations\n\nThe source includes historically dated technology and legal guidance. Dates are upstream publication metadata, not proof of present-day currency. External reading lists are omitted. Embedded excerpts may require additional review. PII checks are pattern-based, not comprehensive de-identification. Cross-source DynaWord deduplication and benchmark-overlap checks remain pending. Training benefit is an untested hypothesis requiring controlled ablations.\n\n## Reproduction\n\nInstall `src/requirements.txt`, decompress `artifacts/raw_xml.jsonl.gz` to a work directory as `raw_xml.jsonl`, and run the builder against the preserved inventory. Live acquisition creates a new source Version and must use a fresh work directory.\n"""
366
+ (root / "README.md").write_text(readme, encoding="utf-8")
367
+
368
+
369
+ def verify(out):
370
+ import pyarrow.parquet as pq
371
+ root = out / "hf_repo"
372
+ table = pq.read_table(root / "data/train-00000-of-00001.parquet")
373
+ rows = table.to_pylist()
374
+ stats = load(root / "artifacts/stats.json")
375
+ sidecars = read_lines(root / "artifacts/attribution.jsonl")
376
+ decisions = read_lines(root / "artifacts/decisions.jsonl")
377
+ samples = read_lines(root / "artifacts/sample.jsonl")
378
+ assert table.column_names == FIELDS
379
+ assert len(rows) == stats["kept"] == len(sidecars)
380
+ assert len(decisions) == stats["discovered"]
381
+ assert sum(bool(row["selected"]) for row in decisions) == stats["kept"]
382
+ assert sum(row["token_count"] for row in rows) == stats["tokens"]
383
+ assert {row["id"] for row in rows} == {row["id"] for row in sidecars}
384
+ assert all(row["author"] and row["license"] == LICENSE and row["source"] == SOURCE for row in rows)
385
+ assert all(any("creativecommons.org/licenses/by-sa/3.0" in url for url in sidecar["rights_urls"]) for sidecar in sidecars)
386
+ assert all(not re.search(r"(?i)\b[A-Z0-9._%+-]+@[A-Z0-9.-]+\.[A-Z]{2,}\b", row["text"]) for row in rows)
387
+ titles = {row["id"]: row["title"] for row in sidecars}
388
+ assert all(not row["text"].startswith(titles[row["id"]] + "\n\n" + titles[row["id"]]) for row in rows)
389
+ by_id = {row["id"]: row for row in rows}
390
+ assert len(samples) == min(12, len(rows)) and all(by_id[row["id"]] == row for row in samples)
391
+ if (root / "artifacts/checksums.json").exists():
392
+ for name, digest in load(root / "artifacts/checksums.json").items():
393
+ assert sha((root / name).read_bytes()) == digest
394
+ print(json.dumps({"verified": True, **stats}, ensure_ascii=False, indent=2))
395
+
396
+
397
+ def hf_token():
398
+ value = os.environ.get("HF_TOKEN")
399
+ if not value and os.name == "nt":
400
+ import winreg
401
+ with winreg.OpenKey(winreg.HKEY_CURRENT_USER, "Environment") as key:
402
+ value = winreg.QueryValueEx(key, "HF_TOKEN")[0]
403
+ if not value or not value.startswith("hf_"):
404
+ raise ValueError("HF_TOKEN unavailable")
405
+ return value
406
+
407
+
408
+ def all_files(root):
409
+ return [path for path in sorted(root.rglob("*")) if path.is_file() and "__pycache__" not in path.parts]
410
+
411
+
412
+ def publish(out):
413
+ from huggingface_hub import HfApi, CommitOperationAdd
414
+ api = HfApi(token=hf_token())
415
+ if api.whoami()["name"].casefold() != "piotrsty":
416
+ raise ValueError("unexpected HF account")
417
+ target = api.dataset_info(TARGET)
418
+ target_revision = target.sha
419
+ registry_url = f"https://huggingface.co/datasets/{TARGET}/resolve/{target_revision}/src/sources.py"
420
+ base = http_get(registry_url).content.decode("utf-8")
421
+ discussions = list(api.get_repo_discussions(TARGET, repo_type="dataset"))
422
+ if SOURCE in base or any("edukacja medialna" in item.title.casefold() for item in discussions):
423
+ raise ValueError("source registration or proposal already exists")
424
+ prepare(out, target_revision)
425
+ verify(out)
426
+ root = out / "hf_repo"
427
+ if api.repo_exists(OWN_REPO, repo_type="dataset"):
428
+ raise ValueError("own HF repository already exists; refusing to overwrite")
429
+ api.create_repo(OWN_REPO, repo_type="dataset", private=True)
430
+ source_commit = api.create_commit(OWN_REPO, repo_type="dataset", commit_message="Add validated Edukacja Medialna Polish lesson snapshot",
431
+ operations=[CommitOperationAdd(path_in_repo=path.relative_to(root).as_posix(), path_or_fileobj=str(path)) for path in all_files(root)])
432
+ api.create_tag(OWN_REPO, repo_type="dataset", tag="v1.0.0", revision=source_commit.oid)
433
+ api.update_repo_settings(OWN_REPO, repo_type="dataset", private=False)
434
+ pr = out / "dynaword_pr"
435
+ data = pr / "data" / SOURCE
436
+ data.mkdir(parents=True, exist_ok=True)
437
+ (pr / "src").mkdir(exist_ok=True)
438
+ (pr / "artifacts").mkdir(exist_ok=True)
439
+ shutil.copy2(root / "data/train-00000-of-00001.parquet", data / f"{SOURCE}.parquet")
440
+ for name in ("attribution.jsonl", "decisions.jsonl", "sample.jsonl", "stats.json", "qa.json"):
441
+ shutil.copy2(root / "artifacts" / name, data / f"{SOURCE}.{name}")
442
+ shutil.copy2(root / "NOTICE.md", data / "NOTICE.md")
443
+ shutil.copy2(root / "README.md", data / f"{SOURCE}.md")
444
+ shutil.copy2(root / "artifacts/ontology.json", pr / f"artifacts/{SOURCE}_ontology_manifest.json")
445
+ shutil.copy2(Path(__file__), pr / "src/build_edukacja_medialna_pl.py")
446
+ (pr / "src/sources.py").write_text(registry(base), encoding="utf-8")
447
+ stats = load(root / "artifacts/stats.json")
448
+ description = f"""## Add Polish media-literacy lessons\n\nAdds `{SOURCE}`: **{stats['kept']} records and {stats['tokens']:,} measured `cl100k_base` proxy tokens**, acquired directly from official Edukacja Medialna lesson XML. Every retained record has explicit CC BY-SA 3.0 evidence on its lesson page and in XML, plus credited authors.\n\nSource dataset: https://huggingface.co/datasets/{OWN_REPO}/tree/{source_commit.oid}\n\n### Data sample\n\n- [12 complete deterministic sample records](https://huggingface.co/datasets/{OWN_REPO}/blob/{source_commit.oid}/artifacts/sample.jsonl)\n- [Per-record authors, URLs and rights](https://huggingface.co/datasets/{OWN_REPO}/blob/{source_commit.oid}/artifacts/attribution.jsonl)\n- [Selection decisions](https://huggingface.co/datasets/{OWN_REPO}/blob/{source_commit.oid}/artifacts/decisions.jsonl)\n\n### Method and ontology\n\nThe contribution includes a reproducible direct-XML builder, normalized exact and seeded MinHash/Jaccard within-source deduplication, limited PII-pattern checks, checksums, QA and an ontology manifest separating content-addressed Versions, Protocol, executed Run, Evidence, falsifiable Claims and Actors. External reading lists are omitted.\n\n### Remaining gates\n\nCross-source exact/near deduplication and benchmark-overlap checks remain pending. Historical technology/legal guidance is not asserted to be current. Embedded third-party excerpts and the CC BY-SA 3.0 to corpus-level licensing treatment require maintainer review. Training benefit is an untested diversity hypothesis. This proposes a source, not a stable release.\n"""
449
+ result = api.create_commit(TARGET, repo_type="dataset", parent_commit=target_revision, create_pr=True,
450
+ commit_message="Add CC BY-SA 3.0 Polish media-literacy lessons", commit_description=description,
451
+ operations=[CommitOperationAdd(path_in_repo=path.relative_to(pr).as_posix(), path_or_fileobj=str(path)) for path in all_files(pr)])
452
+ receipt = {"source_repo": OWN_REPO, "source_commit": source_commit.oid, "tag": "v1.0.0", "target_main_revision": target_revision,
453
+ "pr_url": result.pr_url, "pr_commit": result.oid, "published_at": now()}
454
+ save(out / "publication.json", receipt)
455
+ print(json.dumps(receipt, ensure_ascii=False, indent=2))
456
+
457
+
458
+ def audit(out):
459
+ from huggingface_hub import HfApi, hf_hub_download
460
+ api = HfApi(token=False)
461
+ receipt = load(out / "publication.json")
462
+ info = api.dataset_info(OWN_REPO)
463
+ if info.private or info.sha != receipt["source_commit"]:
464
+ raise ValueError("source repo visibility or revision mismatch")
465
+ number = int(receipt["pr_url"].rsplit("/", 1)[-1])
466
+ discussion = api.get_discussion_details(TARGET, number, repo_type="dataset")
467
+ pr_info = api.dataset_info(TARGET, revision=f"refs/pr/{number}")
468
+ if not discussion.is_pull_request or pr_info.sha != receipt["pr_commit"]:
469
+ raise ValueError("PR identity mismatch")
470
+ checked = []
471
+ for repo, revision, root in ((OWN_REPO, info.sha, out / "hf_repo"), (TARGET, pr_info.sha, out / "dynaword_pr")):
472
+ for path in all_files(root):
473
+ name = path.relative_to(root).as_posix()
474
+ remote = Path(hf_hub_download(repo, name, repo_type="dataset", revision=revision, token=False, cache_dir=str(out / "remote_cache")))
475
+ if sha(remote.read_bytes()) != sha(path.read_bytes()):
476
+ raise ValueError("remote mismatch: " + name)
477
+ checked.append({"repo": repo, "revision": revision, "path": name, "sha256": sha(remote.read_bytes())})
478
+ result = {"observed_at": now(), "source_revision": info.sha, "pr_revision": pr_info.sha,
479
+ "pr_status": discussion.status, "target_main_revision": api.dataset_info(TARGET).sha, "verified_files": checked}
480
+ save(out / "publication_audit.json", result)
481
+ print(json.dumps({**result, "verified_files": len(checked)}, ensure_ascii=False, indent=2))
482
+
483
+
484
+ if __name__ == "__main__":
485
+ parser = argparse.ArgumentParser(description=__doc__)
486
+ parser.add_argument("--output", type=Path, required=True)
487
+ parser.add_argument("command", choices=["acquire", "build", "prepare", "verify", "publish", "audit"])
488
+ args = parser.parse_args()
489
+ if args.command == "prepare":
490
+ raise SystemExit("prepare is run by publish with a pinned target revision")
491
+ globals()[args.command](args.output)
src/sources.py CHANGED
@@ -1,426 +1,439 @@
1
- """Source registry for Polish DynaWord.
2
-
3
- Each entry = one openly-licensed, *traceable* human-text source (paper 2508.02271,
4
- principle: open+traceable licensing). The `traceable` field documents WHY the
5
- license holds (not just "it's public domain") — e.g. statutory basis or upstream
6
- license — as required by the Dynaword guidelines.
7
-
8
- Provenance note: data is pulled from SpeakLeash's public redistribution
9
- (iDrive e2 bucket) of these upstream sources; SpeakLeash is credited as the
10
- intermediate aggregator, upstream license/attribution is preserved per source.
11
- """
12
-
13
- # clean-6: passed the copyright review (2026-06-15). open_subtitles excluded
14
- # (derivative of copyrighted film dialogue — same lesson as Danish Gigaword).
15
- # Large cultural/academic sources require per-record rights metadata and should
16
- # be rebuilt from direct upstream/export scripts rather than blind SpeakLeash pulls.
17
- SOURCES = {
18
- "wikipedia": {
19
- "speakleash_key": "plwiki",
20
- "pretty": "Polish Wikipedia",
21
- "license": "CC-BY-SA-3.0",
22
- "license_spdx": "CC-BY-SA-3.0",
23
- "traceable": "Wikimedia dumps explicitly released under CC-BY-SA 3.0; "
24
- "attribution to contributors + share-alike preserved.",
25
- "upstream": "https://dumps.wikimedia.org/plwiki/latest/",
26
- "domain": "encyclopedic",
27
- "created": "2001-01-15, 2026-06-14",
28
- "is_ocr": False,
29
- },
30
- "wikisource": {
31
- "speakleash_key": "plwikisource",
32
- "pretty": "Polish Wikisource",
33
- "license": "CC-BY-SA-3.0",
34
- "license_spdx": "CC-BY-SA-3.0",
35
- "traceable": "Wikimedia dumps under CC-BY-SA 3.0; underlying texts are "
36
- "public-domain works transcribed by the community.",
37
- "upstream": "https://dumps.wikimedia.org/plwikisource/latest/",
38
- "domain": "books/source-texts",
39
- "created": "2005-01-01, 2026-06-14",
40
- "is_ocr": False,
41
- },
42
- "wiktionary_examples": {
43
- "file_key": "wiktionary_examples",
44
- "pretty": "Polish Wiktionary usage examples",
45
- "provenance": "Parsed directly from the official Wikimedia dump "
46
- "(plwiktionary-latest-pages-articles.xml.bz2); not routed "
47
- "through SpeakLeash. Usage-example sections of Polish-language "
48
- "entries extracted and grouped one document per headword.",
49
- "license": "CC-BY-SA-3.0",
50
- "license_spdx": "CC-BY-SA-3.0",
51
- "traceable": "Wikimedia dumps explicitly released under CC-BY-SA 3.0; "
52
- "attribution to contributors + share-alike preserved. "
53
- "Derived subset: usage-example sections from Polish-language "
54
- "entries only, grouped one document per headword.",
55
- "upstream": "https://dumps.wikimedia.org/plwiktionary/latest/",
56
- "domain": "lexicographic",
57
- "created": "2004-03-22, 2026-08-15",
58
- "is_ocr": False,
59
- },
60
- "eurlex": {
61
- "speakleash_key": "eurlex_corpus",
62
- "pretty": "EUR-Lex (EU legal acts, Polish)",
63
- "license": "CC-BY-4.0",
64
- "license_spdx": "CC-BY-4.0",
65
- "traceable": "EU documents reusable under Commission Decision 2011/833/EU; "
66
- "normative acts fall outside copyright (PL art. 4 pr. aut.). "
67
- "Reuse authorised with source acknowledgement.",
68
- "upstream": "https://eur-lex.europa.eu",
69
- "domain": "legal",
70
- "created": "1952-01-01, 2024-12-31",
71
- "is_ocr": False,
72
- },
73
- "parliamentary": {
74
- "speakleash_key": "PPC_corpus",
75
- "pretty": "Polish Parliamentary Corpus (Sejm/Senat)",
76
- "license": "public-domain (official documents)",
77
- "license_spdx": "CC-BY-4.0",
78
- "traceable": "Parliamentary proceedings are official documents outside "
79
- "copyright (PL art. 4 pr. aut.); PPC redistributed by IPI PAN "
80
- "under CC-BY-4.0.",
81
- "upstream": "http://clip.ipipan.waw.pl/PPC",
82
- "domain": "political/spoken",
83
- "created": "1991-01-01, 2019-12-31",
84
- "is_ocr": False,
85
- },
86
- "sejm_api": {
87
- "file_key": "sejm_api",
88
- "pretty": "Sejm API parliamentary speeches (2023 onward)",
89
- "license": "public-domain (official documents)",
90
- "license_spdx": "LicenseRef-Polish-Official-Documents",
91
- "traceable": "Official parliamentary materials excluded from copyright "
92
- "under Polish Copyright Act art. 4(2); reusable under "
93
- "the Polish Open Data Act arts. 2(12), 5, 14 and 17.",
94
- "upstream": "https://api.sejm.gov.pl/",
95
- "provenance": "Direct official Sejm API records, preserved with speaker "
96
- "attribution and immutable PiotrSty/sejm-speeches-corpus "
97
- "v1.0.1 source provenance.",
98
- "domain": "political/spoken",
99
- "created": "2023-01-01, 2026-07-03",
100
- "is_ocr": False,
101
- },
102
- "sejm_interpellations": {
103
- "file_key": "sejm_interpellations",
104
- "pretty": "Sejm interpellations and written questions (terms 7–10)",
105
- "license": "public-domain (official documents)",
106
- "license_spdx": "LicenseRef-Polish-Official-Documents",
107
- "traceable": "Official parliamentary materials excluded from copyright "
108
- "under Polish Copyright Act art. 4(2); reusable under "
109
- "the Polish Open Data Act arts. 2(12), 5, 14 and 17.",
110
- "upstream": "https://api.sejm.gov.pl/",
111
- "provenance": "Fetched from api.sejm.gov.pl HTML body endpoints by "
112
- "src/fetch_sejm_interpellations.py (interpellations + "
113
- "writtenQuestions, terms 7–10). Header chrome stripped into "
114
- "meta; attachment-only and keyless replies skipped; "
115
- "src/scrub_pii.py applied before jsonl write.",
116
- "domain": "political/written",
117
- "created": "2011-11-08, 2026-09-04",
118
- "is_ocr": False,
119
- "custom_datasheet": True,
120
- },
121
- "parlamint_pl": {
122
- "file_key": "parlamint_pl",
123
- "pretty": "ParlaMint-PL (parliamentary debates, 2015-2022)",
124
- "license": "CC-BY-4.0",
125
- "license_spdx": "CC-BY-4.0",
126
- "traceable": "ParlaMint 3.0 corpora released under CC-BY 4.0 (CLARIN.SI "
127
- "handle 11356/1486); parliamentary proceedings are also "
128
- "official documents (PL art. 4 pr. aut.).",
129
- "upstream": "http://hdl.handle.net/11356/1486",
130
- "provenance": "Fetched directly from the CLARIN.SI plain-text edition "
131
- "(ParlaMint-PL.tgz) by src/fetch_parlamint.py; one session "
132
- "transcript per document, utterance IDs stripped. Modern "
133
- "spoken register, complements the older PPC (1991-2019).",
134
- "domain": "political/spoken",
135
- "created": "2015-01-01, 2022-12-31",
136
- "is_ocr": False,
137
- },
138
- "wolne_lektury": {
139
- "speakleash_key": "wolne_lektury_corpus",
140
- "pretty": "Wolne Lektury (school readings)",
141
- "license": "CC-BY-SA-4.0 / Wolna Sztuka 1.3",
142
- "license_spdx": "CC-BY-SA-4.0",
143
- "traceable": "Wolne Lektury publishes under CC-BY-SA 4.0 or Free Art "
144
- "License; texts are public-domain classics + cleared works.",
145
- "upstream": "https://wolnelektury.pl/api/books/",
146
- "domain": "literature",
147
- "created": "1500-01-01, 2024-12-31",
148
- "is_ocr": False,
149
- },
150
- "wikinews": {
151
- "file_key": "plwikinews", # fetched from Wikimedia dumps, NOT via SpeakLeash
152
- "pretty": "Polish Wikinews",
153
- "license": "CC-BY-2.5",
154
- "license_spdx": "CC-BY-2.5",
155
- "traceable": "Wikinews content is released under CC-BY 2.5; attribution to "
156
- "contributors preserved.",
157
- "upstream": "https://pl.wikinews.org/",
158
- "provenance": "Fetched directly from the official Wikimedia dump "
159
- "(plwikinews-latest-pages-articles) by src/fetch_wikimedia.py; "
160
- "mainspace only, wikitext stripped via mwparserfromhell.",
161
- "domain": "news",
162
- "created": "2005-01-01, 2025-12-31",
163
- "is_ocr": False,
164
- },
165
- "wikivoyage": {
166
- "file_key": "plwikivoyage",
167
- "pretty": "Polish Wikivoyage (travel guides)",
168
- "license": "CC-BY-SA-3.0",
169
- "license_spdx": "CC-BY-SA-3.0",
170
- "traceable": "Wikivoyage content is released under CC-BY-SA 3.0; "
171
- "attribution + share-alike preserved.",
172
- "upstream": "https://pl.wikivoyage.org/",
173
- "provenance": "Fetched directly from the official Wikimedia dump "
174
- "(plwikivoyage-latest-pages-articles) by src/fetch_wikimedia.py; "
175
- "mainspace only, wikitext stripped via mwparserfromhell.",
176
- "domain": "travel",
177
- "created": "2012-01-01, 2025-12-31",
178
- "is_ocr": False,
179
- },
180
- "wikibooks": {
181
- "file_key": "plwikibooks",
182
- "pretty": "Polish Wikibooks (open textbooks)",
183
- "license": "CC-BY-SA-3.0",
184
- "license_spdx": "CC-BY-SA-3.0",
185
- "traceable": "Wikibooks content is released under CC-BY-SA 3.0; "
186
- "attribution + share-alike preserved.",
187
- "upstream": "https://pl.wikibooks.org/",
188
- "provenance": "Fetched directly from the official Wikimedia dump "
189
- "(plwikibooks-latest-pages-articles) by src/fetch_wikimedia.py; "
190
- "mainspace only, wikitext stripped via mwparserfromhell.",
191
- "domain": "instructional",
192
- "created": "2004-01-01, 2025-12-31",
193
- "is_ocr": False,
194
- },
195
- "wikiquote": {
196
- "file_key": "plwikiquote",
197
- "pretty": "Polish Wikiquote (quotations)",
198
- "license": "CC-BY-SA-3.0",
199
- "license_spdx": "CC-BY-SA-3.0",
200
- "traceable": "Wikiquote content is released under CC-BY-SA 3.0; "
201
- "attribution + share-alike preserved.",
202
- "upstream": "https://pl.wikiquote.org/",
203
- "provenance": "Fetched directly from the official Wikimedia dump "
204
- "(plwikiquote-latest-pages-articles) by src/fetch_wikimedia.py; "
205
- "mainspace only, wikitext stripped via mwparserfromhell.",
206
- "domain": "quotations",
207
- "created": "2005-01-01, 2025-12-31",
208
- "is_ocr": False,
209
- },
210
- "eltec_pol": {
211
- "file_key": "eltec_pol",
212
- "pretty": "ELTeC-pol (European Literary Text Collection, Polish)",
213
- "license": "CC-BY-4.0",
214
- "license_spdx": "CC-BY-4.0",
215
- "traceable": "ELTeC corpora are released under CC-BY 4.0 by the COST Action "
216
- "'Distant Reading for European Literary History' (CA16204).",
217
- "upstream": "https://github.com/COST-ELTeC/ELTeC-pol",
218
- "provenance": "Fetched directly from the COST-ELTeC/ELTeC-pol GitHub "
219
- "repository (level1 TEI) by src/fetch_eltec.py; reading text "
220
- "extracted from TEI <body> paragraphs.",
221
- "domain": "literature",
222
- "created": "1840-01-01, 1920-12-31",
223
- "is_ocr": False,
224
- },
225
- "dziennik_ustaw": {
226
- "file_key": "dziennik_ustaw", # fetched directly, NOT via SpeakLeash
227
- "pretty": "Dziennik Ustaw + Monitor Polski (Polish primary legislation)",
228
- "license": "public-domain (official documents)",
229
- "license_spdx": "CC0-1.0",
230
- "traceable": "Normative acts and their official drafts are not subject to "
231
- "copyright (PL art. 4 ustawy o prawie autorskim). Published by "
232
- "the state; reuse unrestricted.",
233
- "upstream": "https://api.sejm.gov.pl/eli/acts",
234
- "provenance": "Fetched directly from the Sejm ELI API (text.html per act) "
235
- "by src/fetch_eli.py — a native source, not redistributed via "
236
- "SpeakLeash. Full provenance: each act's `meta.url` is its ELI "
237
- "address, resolvable on api.sejm.gov.pl.",
238
- "domain": "legal",
239
- "created": "1918-01-01, 2025-12-31",
240
- "is_ocr": False,
241
- },
242
- "govpl": {
243
- "file_key": "govpl", # fetched directly from gov.pl, NOT via SpeakLeash
244
- "pretty": "gov.pl Polish government press releases",
245
- "license": "CC-BY-SA-4.0",
246
- "license_spdx": "CC-BY-SA-4.0",
247
- "traceable": "All textual content on gov.pl is published under CC-BY-SA "
248
- "4.0 (site footer: \"Treści tekstowe publikowane w serwisie "
249
- " udostępniane na licencji CC BY-SA 4.0\"). Authored and "
250
- "hosted by the Polish government, which holds the right to "
251
- "license it — same open family as Polish Wikipedia.",
252
- "upstream": "https://www.gov.pl/",
253
- "provenance": "Ministry/agency press releases fetched directly from gov.pl "
254
- "(editor-content per article, HTML stripped) by "
255
- "src/fetch_govpl.py. Subsites + their non-uniform news-section "
256
- "paths are enumerated by src/discover_govpl.py into the "
257
- "committed manifest src/govpl_subsites.json (gov.pl has no "
258
- "sitemap/API). Each record's meta.url resolves on gov.pl.",
259
- "domain": "government",
260
- # actual min/max of article dates in the fetched corpus (90,124 dated).
261
- "created": "2005-09-26, 2026-07-19",
262
- "is_ocr": False,
263
- },
264
- "samorzad_gov_pl": {
265
- "file_key": "samorzad_gov_pl",
266
- "pretty": "samorzad.gov.pl Polish public-sector institutions",
267
- "license": "CC-BY-SA-4.0",
268
- "license_spdx": "CC-BY-SA-4.0",
269
- "traceable": "The shared samorzad.gov.pl platform footer publishes textual "
270
- "content under CC BY-SA 4.0. Every retained v0.1 source page "
271
- "referenced the shared footer script; audiovisual media and "
272
- "attachment bytes are not redistributed.",
273
- "upstream": "https://huggingface.co/datasets/dawidmajewski/samorzad-gov-pl-articles",
274
- "provenance": "Converted reproducibly from the published v0.1 source dataset "
275
- "by src/clean_samorzad_gov_pl.py. The source was collected "
276
- "directly from public samorzad.gov.pl pages across 246 local "
277
- "public institutions and one central platform tenant. "
278
- "Institution display names are frozen "
279
- "from each tenant homepage's og:site_name metadata and stored "
280
- "as DynaWord author values; discovered, fetched and attribution "
281
- "URLs plus license details are preserved in the sidecar.",
282
- "domain": "local government, education, social services and culture",
283
- "created": "2020-2026 for 21,892 dated records; 59,530 source records undated",
284
- "is_ocr": False,
285
- "custom_datasheet": True,
286
- },
287
- "biblioteka_nauki": {
288
- "file_key": "biblioteka_nauki_pl_corpus",
289
- "pretty": "Biblioteka Nauki",
290
- "license": "per-record upstream license",
291
- "license_spdx": "MIXED",
292
- "traceable": "Documents are accepted only when the direct upstream record "
293
- "exposes a reusable license. The parquet carries the "
294
- "per-document `license` and `author` fields from the upstream "
295
- "metadata collected by the source-specific rebuild script.",
296
- "upstream": "https://bibliotekanauki.pl/",
297
- "provenance": "Fetched directly from Biblioteka Nauki via the contributor "
298
- "rebuild script, not from the SpeakLeash redistribution. "
299
- "License and author metadata are checked document by document "
300
- "before normalization into the DynaWord schema.",
301
- "domain": "academic",
302
- "created": "unknown",
303
- "is_ocr": False,
304
- },
305
- "europeana": {
306
- # Direct rebuild output from fetch_europeana.py, never the raw
307
- # SpeakLeash Europeana aggregate.
308
- "file_key": "europeana",
309
- "pretty": "Europeana Polish records",
310
- "license": "per-record public-domain/open rights statement",
311
- "license_spdx": "MIXED",
312
- "traceable": "Documents are accepted only with per-record Europeana rights "
313
- "metadata classified as public-domain/open. Public-domain "
314
- "status is jurisdiction-sensitive; downstream users must "
315
- "check their local legal requirements.",
316
- "upstream": "https://www.europeana.eu/",
317
- "provenance": "Fetched directly from Europeana via the contributor rebuild "
318
- "script, preserving per-record rights and creator metadata. "
319
- "The raw SpeakLeash aggregate remains insufficient because "
320
- "it does not carry enough rights evidence for release.",
321
- "domain": "cultural heritage",
322
- "created": "unknown",
323
- "is_ocr": True,
324
- "legal_note": "Europeana public-domain statements are primarily evaluated "
325
- "for Poland/EU. For US reuse, records created/published "
326
- "before 1929 are the conservative release slice; later "
327
- "records should remain separately labeled or held until "
328
- "legal review confirms their US status.",
329
- },
330
- "nkjp1m": {
331
- "file_key": "nkjp1m",
332
- "pretty": "The manually annotated 1-million word subcorpus of the National Corpus of Polish",
333
- "license": "CC-BY",
334
- "license_spdx": "CC-BY-4.0",
335
- "traceable": "The NKJP download page (clip.ipipan.waw.pl) states the manually annotated 1-million-word subcorpus (Podkorpus Milionowy NKJP 1.2) is available under a CC-BY licence; attribution to the NKJP Consortium (IPI PAN) preserved. The page states 'CC-BY' with no version, normalized to CC-BY-4.0 for SPDX. The CC-BY licence covers the corpus text; NKJP's separate tools are GPL and are not included here.",
336
- "upstream": "https://clip.ipipan.waw.pl/NationalCorpusOfPolish",
337
- "provenance": "Downloaded the IPI PAN tarball (NKJP-PodkorpusMilionowy-1.2.tar.gz) directly by src/fetch_njkp.py, one row per TEI <div> passage (its <ab> paragraphs joined by newlines, ellipsis markers stripped). The same minimal gates as build_dynaword.py are applied per passage (drop < 200 chars, drop non-Polish by diacritic ratio, exact sha1 dedup; the OCR gate is inapplicable). Per-document 'created' is the sample's TEI publication date (<date type=\"published\">) where the header records one. Normalized into the DynaWord schema; cl100k token counts via tiktoken (encode_ordinary), and the stats are recomputed from the written parquet.",
338
- "domain": "mixed (balanced reference corpus)",
339
- "created": "1957-2008 (recorded for 6,581 of 18,381 documents; per-document in the created column)",
340
- "is_ocr": False,
341
- },
342
- "european_hplt_v3_pl": {
343
- "file_key": "european_hplt_v3_pl",
344
- "pretty": "HPLT v3.0 Polish (web, top WDS bins 10-5)",
345
- "license": "CC0-1.0",
346
- "license_spdx": "CC0-1.0",
347
- "traceable": "HPLT v3.0 Terms of Use license the data packaging under CC0-1.0 "
348
- "(hplt-project.org/datasets/v3.0; HF card HPLT/HPLT3.0). HPLT does not "
349
- "own the underlying web text; notice-and-takedown applies and downstream "
350
- "legal/provenance review remains the user's responsibility.",
351
- "upstream": "https://data.hplt-project.org/three/sorted/pol_Latn/",
352
- "provenance": "Fetched directly from the HPLT v3 distribution (pol_Latn shards "
353
- "10_1, 9_1-9_4, 8_1-8_4, 7_1-7_4, 6_1-6_2, 5_1-5_2 [WDS 10 down to 5]) by "
354
- "src/clean_hplt_v3.py + run_pipeline.py, NOT via SpeakLeash. Filtered: "
355
- "lang=pol_Latn + prob>=0.80, MT-prob<0.20, register in ID/OP/HI/IN/NA, "
356
- "min 400 chars / 80 words, boilerplate/adult/legalish drop, length cap "
357
- "120k chars, CJK-mojibake drop, wikipedia/wikisource/wikimedia + file-host "
358
- "domains excluded, per-domain cap. Phone->[Telefon] / email+national-ID->[PII] "
359
- "via src/scrub_pii.py (in-tree; supersedes the out-of-repo v12b pass); "
360
- "PERSON mentions [PII] via src/scrub_entities.py on this web shard only. "
361
- "Token counts via tiktoken cl100k.",
362
- "domain": "web",
363
- "created": "2012-01-01, 2024-12-31",
364
- "is_ocr": False,
365
- "legal_note": "Web-crawl derived: accept_after_web_review. HPLT is globally "
366
- "deduplicated upstream and WDS quality-sorted. Cross-source near/"
367
- "containment dedup vs the existing WDS-10+9 base shards was performed "
368
- "for the WDS 8-5 + extra-9 expansion: exact-dup=0, near-dup overlap="
369
- "0.0000% (byte-verified). Copyright recurs at all lengths in web crawl. "
370
- "Parity with the accepted european-hplt-v1 CC0 basis.",
371
- "custom_datasheet": True,
372
- },
373
- "1000_novels": {
374
- "speakleash_key": "1000_novels_corpus_CLARIN-PL",
375
- "pretty": "1000 Novels Corpus (CLARIN-PL)",
376
- "license": "CC-BY-4.0",
377
- "license_spdx": "CC-BY-4.0",
378
- "traceable": "The 1000 Novels Corpus is released under Creative Commons "
379
- "Attribution 4.0 International by CLARIN-PL / Wrocław University "
380
- "of Technology, with attribution to the corpus authors and "
381
- "maintainers.",
382
- "upstream": "https://clarin-pl.eu/dspace/handle/11321/312",
383
- "domain": "literature",
384
- "created": "unknown",
385
- "is_ocr": False,
386
- # Datasheet is contributor-committed (added 2026-07-02); skip regeneration
387
- # so the global ADDED stamp does not overwrite the real add date.
388
- "custom_datasheet": True,
389
- },
390
- "global_voices": {
391
- # Data contributed directly (PR #7): no in-repo fetch/build script and a
392
- # hand-authored datasheet. Registered for the source table + release totals;
393
- # the datasheet stays contributor-owned via custom_datasheet.
394
- "file_key": "global_voices",
395
- "pretty": "Global Voices Polish",
396
- "license": "CC-BY-3.0",
397
- "license_spdx": "CC-BY-3.0",
398
- "traceable": "CC BY 3.0 verified from the article-level license link published "
399
- "with each retained Global Voices article; each record carries "
400
- "CC-BY-3.0 metadata and per-document author/translator attribution "
401
- "in global_voices.attribution.jsonl.",
402
- "upstream": "https://pl.globalvoices.org/",
403
- "domain": "civic media, news and public-interest journalism",
404
- "created": "2008-11-04, 2023-05-24",
405
- "is_ocr": False,
406
- "custom_datasheet": True,
407
- },
408
- }
409
-
410
- ADDED = "2026-07-19"
411
- EXCLUDED = {
412
- "open_subtitles_corpus": "Derivative of copyrighted film/TV dialogue; "
413
- "OpenSubtitles uploads largely unlicensed. Same copyright lesson as "
414
- "Danish Gigaword's OpenSubtitles (paper 2508.02271). Not openly licensed.",
415
- "europeana_eu_pl_corpus_raw_speakleash": "Aggregated items with mixed "
416
- "per-record rights (PD / CC-BY-NC / rights-reserved). The raw "
417
- "SpeakLeash redistribution is excluded; only a direct rebuild preserving "
418
- "per-record rights metadata may be included.",
419
- "1000_novels_corpus_CLARIN-PL": "CC-BY-4.0 label, but 'novels' likely include "
420
- "in-copyright contemporary works; verify titles/years on CLARIN handle "
421
- "11321/312 before inclusion.",
422
- "project_gutenberg_pl_corpus": "Only 31 PL books (4.3MB) — PG is ~99% English; "
423
- "Polish PD literature already covered by wolne_lektury + wikisource (so "
424
- "near-redundant after dedup). Dropped to avoid the PD-in-EU per-work check "
425
- "(PG claims PD-in-US only) for negligible token gain.",
426
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """Source registry for Polish DynaWord.
2
+
3
+ Each entry = one openly-licensed, *traceable* human-text source (paper 2508.02271,
4
+ principle: open+traceable licensing). The `traceable` field documents WHY the
5
+ license holds (not just "it's public domain") — e.g. statutory basis or upstream
6
+ license — as required by the Dynaword guidelines.
7
+
8
+ Provenance note: data is pulled from SpeakLeash's public redistribution
9
+ (iDrive e2 bucket) of these upstream sources; SpeakLeash is credited as the
10
+ intermediate aggregator, upstream license/attribution is preserved per source.
11
+ """
12
+
13
+ # clean-6: passed the copyright review (2026-06-15). open_subtitles excluded
14
+ # (derivative of copyrighted film dialogue — same lesson as Danish Gigaword).
15
+ # Large cultural/academic sources require per-record rights metadata and should
16
+ # be rebuilt from direct upstream/export scripts rather than blind SpeakLeash pulls.
17
+ SOURCES = {
18
+ 'edukacja_medialna_pl': {'file_key': 'edukacja_medialna_pl',
19
+ 'pretty': 'Edukacja Medialna - Polish media-literacy lessons',
20
+ 'license': 'CC-BY-SA-3.0',
21
+ 'license_spdx': 'CC-BY-SA-3.0',
22
+ 'traceable': 'Direct official lesson XML. Each accepted record has explicit CC BY-SA 3.0 '
23
+ 'evidence and credited text/scenario authors in the source metadata.',
24
+ 'upstream': 'https://edukacjamedialna.edu.pl/lekcje/',
25
+ 'provenance': 'Pinned PiotrSty/edukacja-medialna-pl snapshot acquired directly from Fundacja '
26
+ 'Nowoczesna Polska lesson pages and source XML.',
27
+ 'domain': 'educational/media-literacy/instructional',
28
+ 'created': 'per-record upstream date',
29
+ 'is_ocr': False,
30
+ 'custom_datasheet': True},
31
+ "wikipedia": {
32
+ "speakleash_key": "plwiki",
33
+ "pretty": "Polish Wikipedia",
34
+ "license": "CC-BY-SA-3.0",
35
+ "license_spdx": "CC-BY-SA-3.0",
36
+ "traceable": "Wikimedia dumps explicitly released under CC-BY-SA 3.0; "
37
+ "attribution to contributors + share-alike preserved.",
38
+ "upstream": "https://dumps.wikimedia.org/plwiki/latest/",
39
+ "domain": "encyclopedic",
40
+ "created": "2001-01-15, 2026-06-14",
41
+ "is_ocr": False,
42
+ },
43
+ "wikisource": {
44
+ "speakleash_key": "plwikisource",
45
+ "pretty": "Polish Wikisource",
46
+ "license": "CC-BY-SA-3.0",
47
+ "license_spdx": "CC-BY-SA-3.0",
48
+ "traceable": "Wikimedia dumps under CC-BY-SA 3.0; underlying texts are "
49
+ "public-domain works transcribed by the community.",
50
+ "upstream": "https://dumps.wikimedia.org/plwikisource/latest/",
51
+ "domain": "books/source-texts",
52
+ "created": "2005-01-01, 2026-06-14",
53
+ "is_ocr": False,
54
+ },
55
+ "wiktionary_examples": {
56
+ "file_key": "wiktionary_examples",
57
+ "pretty": "Polish Wiktionary usage examples",
58
+ "provenance": "Parsed directly from the official Wikimedia dump "
59
+ "(plwiktionary-latest-pages-articles.xml.bz2); not routed "
60
+ "through SpeakLeash. Usage-example sections of Polish-language "
61
+ "entries extracted and grouped one document per headword.",
62
+ "license": "CC-BY-SA-3.0",
63
+ "license_spdx": "CC-BY-SA-3.0",
64
+ "traceable": "Wikimedia dumps explicitly released under CC-BY-SA 3.0; "
65
+ "attribution to contributors + share-alike preserved. "
66
+ "Derived subset: usage-example sections from Polish-language "
67
+ "entries only, grouped one document per headword.",
68
+ "upstream": "https://dumps.wikimedia.org/plwiktionary/latest/",
69
+ "domain": "lexicographic",
70
+ "created": "2004-03-22, 2026-08-15",
71
+ "is_ocr": False,
72
+ },
73
+ "eurlex": {
74
+ "speakleash_key": "eurlex_corpus",
75
+ "pretty": "EUR-Lex (EU legal acts, Polish)",
76
+ "license": "CC-BY-4.0",
77
+ "license_spdx": "CC-BY-4.0",
78
+ "traceable": "EU documents reusable under Commission Decision 2011/833/EU; "
79
+ "normative acts fall outside copyright (PL art. 4 pr. aut.). "
80
+ "Reuse authorised with source acknowledgement.",
81
+ "upstream": "https://eur-lex.europa.eu",
82
+ "domain": "legal",
83
+ "created": "1952-01-01, 2024-12-31",
84
+ "is_ocr": False,
85
+ },
86
+ "parliamentary": {
87
+ "speakleash_key": "PPC_corpus",
88
+ "pretty": "Polish Parliamentary Corpus (Sejm/Senat)",
89
+ "license": "public-domain (official documents)",
90
+ "license_spdx": "CC-BY-4.0",
91
+ "traceable": "Parliamentary proceedings are official documents outside "
92
+ "copyright (PL art. 4 pr. aut.); PPC redistributed by IPI PAN "
93
+ "under CC-BY-4.0.",
94
+ "upstream": "http://clip.ipipan.waw.pl/PPC",
95
+ "domain": "political/spoken",
96
+ "created": "1991-01-01, 2019-12-31",
97
+ "is_ocr": False,
98
+ },
99
+ "sejm_api": {
100
+ "file_key": "sejm_api",
101
+ "pretty": "Sejm API parliamentary speeches (2023 onward)",
102
+ "license": "public-domain (official documents)",
103
+ "license_spdx": "LicenseRef-Polish-Official-Documents",
104
+ "traceable": "Official parliamentary materials excluded from copyright "
105
+ "under Polish Copyright Act art. 4(2); reusable under "
106
+ "the Polish Open Data Act arts. 2(12), 5, 14 and 17.",
107
+ "upstream": "https://api.sejm.gov.pl/",
108
+ "provenance": "Direct official Sejm API records, preserved with speaker "
109
+ "attribution and immutable PiotrSty/sejm-speeches-corpus "
110
+ "v1.0.1 source provenance.",
111
+ "domain": "political/spoken",
112
+ "created": "2023-01-01, 2026-07-03",
113
+ "is_ocr": False,
114
+ },
115
+ "sejm_interpellations": {
116
+ "file_key": "sejm_interpellations",
117
+ "pretty": "Sejm interpellations and written questions (terms 7–10)",
118
+ "license": "public-domain (official documents)",
119
+ "license_spdx": "LicenseRef-Polish-Official-Documents",
120
+ "traceable": "Official parliamentary materials excluded from copyright "
121
+ "under Polish Copyright Act art. 4(2); reusable under "
122
+ "the Polish Open Data Act arts. 2(12), 5, 14 and 17.",
123
+ "upstream": "https://api.sejm.gov.pl/",
124
+ "provenance": "Fetched from api.sejm.gov.pl HTML body endpoints by "
125
+ "src/fetch_sejm_interpellations.py (interpellations + "
126
+ "writtenQuestions, terms 7–10). Header chrome stripped into "
127
+ "meta; attachment-only and keyless replies skipped; "
128
+ "src/scrub_pii.py applied before jsonl write.",
129
+ "domain": "political/written",
130
+ "created": "2011-11-08, 2026-09-04",
131
+ "is_ocr": False,
132
+ "custom_datasheet": True,
133
+ },
134
+ "parlamint_pl": {
135
+ "file_key": "parlamint_pl",
136
+ "pretty": "ParlaMint-PL (parliamentary debates, 2015-2022)",
137
+ "license": "CC-BY-4.0",
138
+ "license_spdx": "CC-BY-4.0",
139
+ "traceable": "ParlaMint 3.0 corpora released under CC-BY 4.0 (CLARIN.SI "
140
+ "handle 11356/1486); parliamentary proceedings are also "
141
+ "official documents (PL art. 4 pr. aut.).",
142
+ "upstream": "http://hdl.handle.net/11356/1486",
143
+ "provenance": "Fetched directly from the CLARIN.SI plain-text edition "
144
+ "(ParlaMint-PL.tgz) by src/fetch_parlamint.py; one session "
145
+ "transcript per document, utterance IDs stripped. Modern "
146
+ "spoken register, complements the older PPC (1991-2019).",
147
+ "domain": "political/spoken",
148
+ "created": "2015-01-01, 2022-12-31",
149
+ "is_ocr": False,
150
+ },
151
+ "wolne_lektury": {
152
+ "speakleash_key": "wolne_lektury_corpus",
153
+ "pretty": "Wolne Lektury (school readings)",
154
+ "license": "CC-BY-SA-4.0 / Wolna Sztuka 1.3",
155
+ "license_spdx": "CC-BY-SA-4.0",
156
+ "traceable": "Wolne Lektury publishes under CC-BY-SA 4.0 or Free Art "
157
+ "License; texts are public-domain classics + cleared works.",
158
+ "upstream": "https://wolnelektury.pl/api/books/",
159
+ "domain": "literature",
160
+ "created": "1500-01-01, 2024-12-31",
161
+ "is_ocr": False,
162
+ },
163
+ "wikinews": {
164
+ "file_key": "plwikinews", # fetched from Wikimedia dumps, NOT via SpeakLeash
165
+ "pretty": "Polish Wikinews",
166
+ "license": "CC-BY-2.5",
167
+ "license_spdx": "CC-BY-2.5",
168
+ "traceable": "Wikinews content is released under CC-BY 2.5; attribution to "
169
+ "contributors preserved.",
170
+ "upstream": "https://pl.wikinews.org/",
171
+ "provenance": "Fetched directly from the official Wikimedia dump "
172
+ "(plwikinews-latest-pages-articles) by src/fetch_wikimedia.py; "
173
+ "mainspace only, wikitext stripped via mwparserfromhell.",
174
+ "domain": "news",
175
+ "created": "2005-01-01, 2025-12-31",
176
+ "is_ocr": False,
177
+ },
178
+ "wikivoyage": {
179
+ "file_key": "plwikivoyage",
180
+ "pretty": "Polish Wikivoyage (travel guides)",
181
+ "license": "CC-BY-SA-3.0",
182
+ "license_spdx": "CC-BY-SA-3.0",
183
+ "traceable": "Wikivoyage content is released under CC-BY-SA 3.0; "
184
+ "attribution + share-alike preserved.",
185
+ "upstream": "https://pl.wikivoyage.org/",
186
+ "provenance": "Fetched directly from the official Wikimedia dump "
187
+ "(plwikivoyage-latest-pages-articles) by src/fetch_wikimedia.py; "
188
+ "mainspace only, wikitext stripped via mwparserfromhell.",
189
+ "domain": "travel",
190
+ "created": "2012-01-01, 2025-12-31",
191
+ "is_ocr": False,
192
+ },
193
+ "wikibooks": {
194
+ "file_key": "plwikibooks",
195
+ "pretty": "Polish Wikibooks (open textbooks)",
196
+ "license": "CC-BY-SA-3.0",
197
+ "license_spdx": "CC-BY-SA-3.0",
198
+ "traceable": "Wikibooks content is released under CC-BY-SA 3.0; "
199
+ "attribution + share-alike preserved.",
200
+ "upstream": "https://pl.wikibooks.org/",
201
+ "provenance": "Fetched directly from the official Wikimedia dump "
202
+ "(plwikibooks-latest-pages-articles) by src/fetch_wikimedia.py; "
203
+ "mainspace only, wikitext stripped via mwparserfromhell.",
204
+ "domain": "instructional",
205
+ "created": "2004-01-01, 2025-12-31",
206
+ "is_ocr": False,
207
+ },
208
+ "wikiquote": {
209
+ "file_key": "plwikiquote",
210
+ "pretty": "Polish Wikiquote (quotations)",
211
+ "license": "CC-BY-SA-3.0",
212
+ "license_spdx": "CC-BY-SA-3.0",
213
+ "traceable": "Wikiquote content is released under CC-BY-SA 3.0; "
214
+ "attribution + share-alike preserved.",
215
+ "upstream": "https://pl.wikiquote.org/",
216
+ "provenance": "Fetched directly from the official Wikimedia dump "
217
+ "(plwikiquote-latest-pages-articles) by src/fetch_wikimedia.py; "
218
+ "mainspace only, wikitext stripped via mwparserfromhell.",
219
+ "domain": "quotations",
220
+ "created": "2005-01-01, 2025-12-31",
221
+ "is_ocr": False,
222
+ },
223
+ "eltec_pol": {
224
+ "file_key": "eltec_pol",
225
+ "pretty": "ELTeC-pol (European Literary Text Collection, Polish)",
226
+ "license": "CC-BY-4.0",
227
+ "license_spdx": "CC-BY-4.0",
228
+ "traceable": "ELTeC corpora are released under CC-BY 4.0 by the COST Action "
229
+ "'Distant Reading for European Literary History' (CA16204).",
230
+ "upstream": "https://github.com/COST-ELTeC/ELTeC-pol",
231
+ "provenance": "Fetched directly from the COST-ELTeC/ELTeC-pol GitHub "
232
+ "repository (level1 TEI) by src/fetch_eltec.py; reading text "
233
+ "extracted from TEI <body> paragraphs.",
234
+ "domain": "literature",
235
+ "created": "1840-01-01, 1920-12-31",
236
+ "is_ocr": False,
237
+ },
238
+ "dziennik_ustaw": {
239
+ "file_key": "dziennik_ustaw", # fetched directly, NOT via SpeakLeash
240
+ "pretty": "Dziennik Ustaw + Monitor Polski (Polish primary legislation)",
241
+ "license": "public-domain (official documents)",
242
+ "license_spdx": "CC0-1.0",
243
+ "traceable": "Normative acts and their official drafts are not subject to "
244
+ "copyright (PL art. 4 ustawy o prawie autorskim). Published by "
245
+ "the state; reuse unrestricted.",
246
+ "upstream": "https://api.sejm.gov.pl/eli/acts",
247
+ "provenance": "Fetched directly from the Sejm ELI API (text.html per act) "
248
+ "by src/fetch_eli.py a native source, not redistributed via "
249
+ "SpeakLeash. Full provenance: each act's `meta.url` is its ELI "
250
+ "address, resolvable on api.sejm.gov.pl.",
251
+ "domain": "legal",
252
+ "created": "1918-01-01, 2025-12-31",
253
+ "is_ocr": False,
254
+ },
255
+ "govpl": {
256
+ "file_key": "govpl", # fetched directly from gov.pl, NOT via SpeakLeash
257
+ "pretty": "gov.pl Polish government press releases",
258
+ "license": "CC-BY-SA-4.0",
259
+ "license_spdx": "CC-BY-SA-4.0",
260
+ "traceable": "All textual content on gov.pl is published under CC-BY-SA "
261
+ "4.0 (site footer: \"Treści tekstowe publikowane w serwisie "
262
+ "… są udostępniane na licencji CC BY-SA 4.0\"). Authored and "
263
+ "hosted by the Polish government, which holds the right to "
264
+ "license it — same open family as Polish Wikipedia.",
265
+ "upstream": "https://www.gov.pl/",
266
+ "provenance": "Ministry/agency press releases fetched directly from gov.pl "
267
+ "(editor-content per article, HTML stripped) by "
268
+ "src/fetch_govpl.py. Subsites + their non-uniform news-section "
269
+ "paths are enumerated by src/discover_govpl.py into the "
270
+ "committed manifest src/govpl_subsites.json (gov.pl has no "
271
+ "sitemap/API). Each record's meta.url resolves on gov.pl.",
272
+ "domain": "government",
273
+ # actual min/max of article dates in the fetched corpus (90,124 dated).
274
+ "created": "2005-09-26, 2026-07-19",
275
+ "is_ocr": False,
276
+ },
277
+ "samorzad_gov_pl": {
278
+ "file_key": "samorzad_gov_pl",
279
+ "pretty": "samorzad.gov.pl Polish public-sector institutions",
280
+ "license": "CC-BY-SA-4.0",
281
+ "license_spdx": "CC-BY-SA-4.0",
282
+ "traceable": "The shared samorzad.gov.pl platform footer publishes textual "
283
+ "content under CC BY-SA 4.0. Every retained v0.1 source page "
284
+ "referenced the shared footer script; audiovisual media and "
285
+ "attachment bytes are not redistributed.",
286
+ "upstream": "https://huggingface.co/datasets/dawidmajewski/samorzad-gov-pl-articles",
287
+ "provenance": "Converted reproducibly from the published v0.1 source dataset "
288
+ "by src/clean_samorzad_gov_pl.py. The source was collected "
289
+ "directly from public samorzad.gov.pl pages across 246 local "
290
+ "public institutions and one central platform tenant. "
291
+ "Institution display names are frozen "
292
+ "from each tenant homepage's og:site_name metadata and stored "
293
+ "as DynaWord author values; discovered, fetched and attribution "
294
+ "URLs plus license details are preserved in the sidecar.",
295
+ "domain": "local government, education, social services and culture",
296
+ "created": "2020-2026 for 21,892 dated records; 59,530 source records undated",
297
+ "is_ocr": False,
298
+ "custom_datasheet": True,
299
+ },
300
+ "biblioteka_nauki": {
301
+ "file_key": "biblioteka_nauki_pl_corpus",
302
+ "pretty": "Biblioteka Nauki",
303
+ "license": "per-record upstream license",
304
+ "license_spdx": "MIXED",
305
+ "traceable": "Documents are accepted only when the direct upstream record "
306
+ "exposes a reusable license. The parquet carries the "
307
+ "per-document `license` and `author` fields from the upstream "
308
+ "metadata collected by the source-specific rebuild script.",
309
+ "upstream": "https://bibliotekanauki.pl/",
310
+ "provenance": "Fetched directly from Biblioteka Nauki via the contributor "
311
+ "rebuild script, not from the SpeakLeash redistribution. "
312
+ "License and author metadata are checked document by document "
313
+ "before normalization into the DynaWord schema.",
314
+ "domain": "academic",
315
+ "created": "unknown",
316
+ "is_ocr": False,
317
+ },
318
+ "europeana": {
319
+ # Direct rebuild output from fetch_europeana.py, never the raw
320
+ # SpeakLeash Europeana aggregate.
321
+ "file_key": "europeana",
322
+ "pretty": "Europeana Polish records",
323
+ "license": "per-record public-domain/open rights statement",
324
+ "license_spdx": "MIXED",
325
+ "traceable": "Documents are accepted only with per-record Europeana rights "
326
+ "metadata classified as public-domain/open. Public-domain "
327
+ "status is jurisdiction-sensitive; downstream users must "
328
+ "check their local legal requirements.",
329
+ "upstream": "https://www.europeana.eu/",
330
+ "provenance": "Fetched directly from Europeana via the contributor rebuild "
331
+ "script, preserving per-record rights and creator metadata. "
332
+ "The raw SpeakLeash aggregate remains insufficient because "
333
+ "it does not carry enough rights evidence for release.",
334
+ "domain": "cultural heritage",
335
+ "created": "unknown",
336
+ "is_ocr": True,
337
+ "legal_note": "Europeana public-domain statements are primarily evaluated "
338
+ "for Poland/EU. For US reuse, records created/published "
339
+ "before 1929 are the conservative release slice; later "
340
+ "records should remain separately labeled or held until "
341
+ "legal review confirms their US status.",
342
+ },
343
+ "nkjp1m": {
344
+ "file_key": "nkjp1m",
345
+ "pretty": "The manually annotated 1-million word subcorpus of the National Corpus of Polish",
346
+ "license": "CC-BY",
347
+ "license_spdx": "CC-BY-4.0",
348
+ "traceable": "The NKJP download page (clip.ipipan.waw.pl) states the manually annotated 1-million-word subcorpus (Podkorpus Milionowy NKJP 1.2) is available under a CC-BY licence; attribution to the NKJP Consortium (IPI PAN) preserved. The page states 'CC-BY' with no version, normalized to CC-BY-4.0 for SPDX. The CC-BY licence covers the corpus text; NKJP's separate tools are GPL and are not included here.",
349
+ "upstream": "https://clip.ipipan.waw.pl/NationalCorpusOfPolish",
350
+ "provenance": "Downloaded the IPI PAN tarball (NKJP-PodkorpusMilionowy-1.2.tar.gz) directly by src/fetch_njkp.py, one row per TEI <div> passage (its <ab> paragraphs joined by newlines, ellipsis markers stripped). The same minimal gates as build_dynaword.py are applied per passage (drop < 200 chars, drop non-Polish by diacritic ratio, exact sha1 dedup; the OCR gate is inapplicable). Per-document 'created' is the sample's TEI publication date (<date type=\"published\">) where the header records one. Normalized into the DynaWord schema; cl100k token counts via tiktoken (encode_ordinary), and the stats are recomputed from the written parquet.",
351
+ "domain": "mixed (balanced reference corpus)",
352
+ "created": "1957-2008 (recorded for 6,581 of 18,381 documents; per-document in the created column)",
353
+ "is_ocr": False,
354
+ },
355
+ "european_hplt_v3_pl": {
356
+ "file_key": "european_hplt_v3_pl",
357
+ "pretty": "HPLT v3.0 Polish (web, top WDS bins 10-5)",
358
+ "license": "CC0-1.0",
359
+ "license_spdx": "CC0-1.0",
360
+ "traceable": "HPLT v3.0 Terms of Use license the data packaging under CC0-1.0 "
361
+ "(hplt-project.org/datasets/v3.0; HF card HPLT/HPLT3.0). HPLT does not "
362
+ "own the underlying web text; notice-and-takedown applies and downstream "
363
+ "legal/provenance review remains the user's responsibility.",
364
+ "upstream": "https://data.hplt-project.org/three/sorted/pol_Latn/",
365
+ "provenance": "Fetched directly from the HPLT v3 distribution (pol_Latn shards "
366
+ "10_1, 9_1-9_4, 8_1-8_4, 7_1-7_4, 6_1-6_2, 5_1-5_2 [WDS 10 down to 5]) by "
367
+ "src/clean_hplt_v3.py + run_pipeline.py, NOT via SpeakLeash. Filtered: "
368
+ "lang=pol_Latn + prob>=0.80, MT-prob<0.20, register in ID/OP/HI/IN/NA, "
369
+ "min 400 chars / 80 words, boilerplate/adult/legalish drop, length cap "
370
+ "120k chars, CJK-mojibake drop, wikipedia/wikisource/wikimedia + file-host "
371
+ "domains excluded, per-domain cap. Phone->[Telefon] / email+national-ID->[PII] "
372
+ "via src/scrub_pii.py (in-tree; supersedes the out-of-repo v12b pass); "
373
+ "PERSON mentions → [PII] via src/scrub_entities.py on this web shard only. "
374
+ "Token counts via tiktoken cl100k.",
375
+ "domain": "web",
376
+ "created": "2012-01-01, 2024-12-31",
377
+ "is_ocr": False,
378
+ "legal_note": "Web-crawl derived: accept_after_web_review. HPLT is globally "
379
+ "deduplicated upstream and WDS quality-sorted. Cross-source near/"
380
+ "containment dedup vs the existing WDS-10+9 base shards was performed "
381
+ "for the WDS 8-5 + extra-9 expansion: exact-dup=0, near-dup overlap="
382
+ "0.0000% (byte-verified). Copyright recurs at all lengths in web crawl. "
383
+ "Parity with the accepted european-hplt-v1 CC0 basis.",
384
+ "custom_datasheet": True,
385
+ },
386
+ "1000_novels": {
387
+ "speakleash_key": "1000_novels_corpus_CLARIN-PL",
388
+ "pretty": "1000 Novels Corpus (CLARIN-PL)",
389
+ "license": "CC-BY-4.0",
390
+ "license_spdx": "CC-BY-4.0",
391
+ "traceable": "The 1000 Novels Corpus is released under Creative Commons "
392
+ "Attribution 4.0 International by CLARIN-PL / Wrocław University "
393
+ "of Technology, with attribution to the corpus authors and "
394
+ "maintainers.",
395
+ "upstream": "https://clarin-pl.eu/dspace/handle/11321/312",
396
+ "domain": "literature",
397
+ "created": "unknown",
398
+ "is_ocr": False,
399
+ # Datasheet is contributor-committed (added 2026-07-02); skip regeneration
400
+ # so the global ADDED stamp does not overwrite the real add date.
401
+ "custom_datasheet": True,
402
+ },
403
+ "global_voices": {
404
+ # Data contributed directly (PR #7): no in-repo fetch/build script and a
405
+ # hand-authored datasheet. Registered for the source table + release totals;
406
+ # the datasheet stays contributor-owned via custom_datasheet.
407
+ "file_key": "global_voices",
408
+ "pretty": "Global Voices Polish",
409
+ "license": "CC-BY-3.0",
410
+ "license_spdx": "CC-BY-3.0",
411
+ "traceable": "CC BY 3.0 verified from the article-level license link published "
412
+ "with each retained Global Voices article; each record carries "
413
+ "CC-BY-3.0 metadata and per-document author/translator attribution "
414
+ "in global_voices.attribution.jsonl.",
415
+ "upstream": "https://pl.globalvoices.org/",
416
+ "domain": "civic media, news and public-interest journalism",
417
+ "created": "2008-11-04, 2023-05-24",
418
+ "is_ocr": False,
419
+ "custom_datasheet": True,
420
+ },
421
+ }
422
+
423
+ ADDED = "2026-07-19"
424
+ EXCLUDED = {
425
+ "open_subtitles_corpus": "Derivative of copyrighted film/TV dialogue; "
426
+ "OpenSubtitles uploads largely unlicensed. Same copyright lesson as "
427
+ "Danish Gigaword's OpenSubtitles (paper 2508.02271). Not openly licensed.",
428
+ "europeana_eu_pl_corpus_raw_speakleash": "Aggregated items with mixed "
429
+ "per-record rights (PD / CC-BY-NC / rights-reserved). The raw "
430
+ "SpeakLeash redistribution is excluded; only a direct rebuild preserving "
431
+ "per-record rights metadata may be included.",
432
+ "1000_novels_corpus_CLARIN-PL": "CC-BY-4.0 label, but 'novels' likely include "
433
+ "in-copyright contemporary works; verify titles/years on CLARIN handle "
434
+ "11321/312 before inclusion.",
435
+ "project_gutenberg_pl_corpus": "Only 31 PL books (4.3MB) — PG is ~99% English; "
436
+ "Polish PD literature already covered by wolne_lektury + wikisource (so "
437
+ "near-redundant after dedup). Dropped to avoid the PD-in-EU per-work check "
438
+ "(PG claims PD-in-US only) for negligible token gain.",
439
+ }