Datasets:
Add source: sejm_interpellations (10th-term written Q&A)
Browse filesRebased onto main and scoped to this source per AGENTS.md: release
bookkeeping (README/CHANGELOG/VERSION), AGENTS.md, build_dynaword.py and
the stale findings drift are dropped. Fetcher and test base are main's.
- data/sejm_interpellations: 25,950 docs / 28,180,895 tokens (term 10);
datasheet carries the review answers (NERGAL release gate, inclusion
rationale, caveats) from #43.
- sources.py: entry now describes the shipped shard (10th term,
2023-11-15 – 2026-09-03, added 2026-07-19, pre-#38 regex scrub only).
- contract test: parquet schema / text / token / stats checks.
- source_findings.md: one appended entry.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
artifacts/source_findings.md
CHANGED
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@@ -578,3 +578,36 @@ prompts are user-contributed speech material).
|
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| 578 |
a pretraining corpus's document gate; measure the length distribution BEFORE
|
| 579 |
promising the source, and keep the unit question in the PR description up
|
| 580 |
front — it is the first thing a reviewer will ask.
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| 578 |
a pretraining corpus's document gate; measure the length distribution BEFORE
|
| 579 |
promising the source, and keep the unit question in the PR description up
|
| 580 |
front — it is the first thing a reviewer will ask.
|
| 581 |
+
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| 582 |
+
---
|
| 583 |
+
|
| 584 |
+
## sejm_interpellations — 10th-term written Q&A (interpellations + replies)
|
| 585 |
+
|
| 586 |
+
**Investigated** — 2026-09-05 (review round 2026-09-28).
|
| 587 |
+
|
| 588 |
+
**Verdict** — `added` (proposed with `release: None`). 25,950 documents /
|
| 589 |
+
28.2M `cl100k_base` tokens of written MP questions and ministry replies —
|
| 590 |
+
argumentative administrative prose, a register the floor-speech shards do not
|
| 591 |
+
carry.
|
| 592 |
+
|
| 593 |
+
**Enumeration** — `GET /sejm/term10/interpellations` and `.../writtenQuestions`
|
| 594 |
+
plus `/reply/{key}/body` on api.sejm.gov.pl (the endpoints the 2026-08-27
|
| 595 |
+
"hold — recheck" entry above could not confirm; they exist and page fine).
|
| 596 |
+
PDF-only replies (`onlyAttachment`) and keyless stubs skipped. Term 9 returned
|
| 597 |
+
`X-Total-Count: 0`; terms 7–8 skipped (PPC covers through 2019).
|
| 598 |
+
|
| 599 |
+
**License evidence** — same basis as `sejm_api`: Copyright Act art. 4(2)
|
| 600 |
+
(<https://eli.gov.pl/api/acts/DU/2025/24/text/O/D20250024.pdf>) + Open Data Act
|
| 601 |
+
arts. 2(12), 5, 14, 17 (<https://eli.gov.pl/api/acts/DU/2023/1524/text.html>).
|
| 602 |
+
No CC grant claimed.
|
| 603 |
+
|
| 604 |
+
**Blockers** — none to merge with `release: None`. Before release: **NERGAL
|
| 605 |
+
pass** — interpellations name private constituents (constituent letters and
|
| 606 |
+
citizen cases are quoted in questions), which is exactly the case the old
|
| 607 |
+
`scrub_pii` (#20) could not cover and #38 moved out of this repo. Caveats for
|
| 608 |
+
the card: single term (10th), private citizens named.
|
| 609 |
+
|
| 610 |
+
**Lesson** — the header chrome (nr / recipient / title / signatories / date)
|
| 611 |
+
belongs in meta, not text: stripping it makes the body comparable across
|
| 612 |
+
question and reply docs, and the before/after is the fastest reviewer evidence
|
| 613 |
+
for any Sejm HTML source.
|
data/sejm_interpellations/sejm_interpellations.md
ADDED
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@@ -0,0 +1,120 @@
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|
| 1 |
+
# sejm_interpellations
|
| 2 |
+
|
| 3 |
+
Interpelacje i zapytania pisemne z 10. kadencji Sejmu, wraz z odpowiedziami
|
| 4 |
+
ministerstw dostępnymi jako HTML.
|
| 5 |
+
|
| 6 |
+
## Dataset description
|
| 7 |
+
|
| 8 |
+
- **Source (upstream):** https://api.sejm.gov.pl/
|
| 9 |
+
- **Source documentation:** https://api.sejm.gov.pl/sejm.html
|
| 10 |
+
- **Domain:** political/written
|
| 11 |
+
- **Language:** Polish (`pl`)
|
| 12 |
+
- **License:** `public-domain (official documents)`
|
| 13 |
+
- **Created (range):** 2023-11-15, 2026-09-03
|
| 14 |
+
- **Added:** 2026-09-05
|
| 15 |
+
- **OCR:** no
|
| 16 |
+
|
| 17 |
+
## Licensing — traceable basis
|
| 18 |
+
|
| 19 |
+
Official parliamentary materials are excluded from copyright under Polish
|
| 20 |
+
Copyright Act art. 4 pkt 2
|
| 21 |
+
(https://eli.gov.pl/api/acts/DU/2025/24/text/O/D20250024.pdf). Reuse of
|
| 22 |
+
public-sector information is governed by the Polish Open Data Act arts. 2(12),
|
| 23 |
+
5, 14 and 17 (https://eli.gov.pl/api/acts/DU/2023/1524/text.html). Same basis
|
| 24 |
+
as the shipped `sejm_api` shard. No Creative Commons grant is asserted.
|
| 25 |
+
|
| 26 |
+
## What the texts are
|
| 27 |
+
|
| 28 |
+
Written questions from MPs to ministers (`interpellations`,
|
| 29 |
+
`writtenQuestions`) and the ministry replies that the API serves as HTML.
|
| 30 |
+
Spoken floor speeches are **not** included — those are `sejm_api` (2023–) and
|
| 31 |
+
[#18](https://huggingface.co/datasets/SlayerLab/polish-dynaword/discussions/18)
|
| 32 |
+
(2011–2022). Same kadencja, different genre.
|
| 33 |
+
|
| 34 |
+
PDF-only replies (`onlyAttachment: true`) and keyless prolongation stubs are
|
| 35 |
+
skipped. Term 9 listed `X-Total-Count: 0` on both collections at fetch time
|
| 36 |
+
and is not in this shard. Terms 7–8 were not fetched (PPC already covers
|
| 37 |
+
interpellations through 2019).
|
| 38 |
+
|
| 39 |
+
## Provenance and reproducibility
|
| 40 |
+
|
| 41 |
+
```bash
|
| 42 |
+
python3 src/fetch_sejm_interpellations.py --out ~/speakleash --terms 9,10 --workers 4
|
| 43 |
+
python3 src/build_dynaword.py --sources sejm_interpellations --speakleash-dir ~/speakleash --out .
|
| 44 |
+
```
|
| 45 |
+
|
| 46 |
+
`src/fetch_sejm_interpellations.py` pulls HTML `/body` endpoints, strips
|
| 47 |
+
header chrome (nr / recipient / title / signatory / date) into `meta`, then
|
| 48 |
+
runs pattern PII redaction (the `scrub_pii` pass from #20 at build time —
|
| 49 |
+
phones → `[Telefon]`; e-mail / PESEL / NIP / REGON / IBAN → `[PII]`). That
|
| 50 |
+
in-repo scrubber was removed in #38; PII now goes through
|
| 51 |
+
[SlayerLab/NERGAL](https://huggingface.co/SlayerLab/NERGAL) and **this shard
|
| 52 |
+
must be re-run through NERGAL before it is admitted to a release** (it quotes
|
| 53 |
+
constituency casework naming private persons). Names of public officials stay.
|
| 54 |
+
`build_dynaword.py` applies the usual gates (strip, `< 200` chars, Polish
|
| 55 |
+
diacritic ratio, exact sha1).
|
| 56 |
+
|
| 57 |
+
## Why include it
|
| 58 |
+
|
| 59 |
+
The corpus already has spoken Sejm (`parliamentary`, `sejm_api`). This adds
|
| 60 |
+
the written Q&A register for the current term: longer, formal, ministry-voiced
|
| 61 |
+
replies that do not appear in the speech shards — the argumentative
|
| 62 |
+
question/answer pair is a document type the corpus otherwise lacks entirely.
|
| 63 |
+
Caveats for downstream users: single term (10th, 2023-11-15 – 2026-09-03), and
|
| 64 |
+
interpellations quote constituency casework that can name private citizens (see
|
| 65 |
+
Privacy below — a NERGAL pass is a release gate).
|
| 66 |
+
|
| 67 |
+
## Statistics
|
| 68 |
+
|
| 69 |
+
| Measure | Value |
|
| 70 |
+
|---|---:|
|
| 71 |
+
| JSONL rows read | 26,503 |
|
| 72 |
+
| Exact duplicate texts removed | 553 |
|
| 73 |
+
| Documents published | 25,950 |
|
| 74 |
+
| Characters | 78,607,831 |
|
| 75 |
+
| Tokens (`cl100k_base` proxy) | 28,180,895 |
|
| 76 |
+
| Documents with author attribution | 25,950 |
|
| 77 |
+
|
| 78 |
+
JSONL mix before dedup: 19,413 interpellations, 3,889 written questions,
|
| 79 |
+
2,730 interpellation replies, 471 written-question replies. All term 10.
|
| 80 |
+
|
| 81 |
+
## Filters applied (build_dynaword.py)
|
| 82 |
+
|
| 83 |
+
- drop documents < 200 chars: **0**
|
| 84 |
+
- drop non-Polish (diacritic ratio): **0**
|
| 85 |
+
- exact sha1 dedup: **553**
|
| 86 |
+
- OCR alpha-ratio: **0**
|
| 87 |
+
- read 26,503 → kept 25,950
|
| 88 |
+
|
| 89 |
+
## Sample
|
| 90 |
+
|
| 91 |
+
Question (author `Daniel Milewski`):
|
| 92 |
+
|
| 93 |
+
```
|
| 94 |
+
Szanowny Panie Ministrze,
|
| 95 |
+
|
| 96 |
+
latem 2022 roku na podlaskiej części granicy z Białorusią ukończono zaporę
|
| 97 |
+
fizyczną, czyli 5,5-metrowy płot ze stalowych przęseł zwieńczony drutem
|
| 98 |
+
żyletkowym. Ogrodzenie stoi na 186 kilometrach. […]
|
| 99 |
+
```
|
| 100 |
+
|
| 101 |
+
Reply (author `sekretarz stanu w Ministerstwie Spraw Zagranicznych
|
| 102 |
+
Władysław Teofil Bartoszewski`):
|
| 103 |
+
|
| 104 |
+
```
|
| 105 |
+
Szanowny Panie Marszałku,
|
| 106 |
+
|
| 107 |
+
w odpowiedzi na zapytanie poselskie nr 3472 pana posła Bronisława Foltyna
|
| 108 |
+
w sprawie Instytutu Polskiego w Szwajcarii, uprzejmie informuję, co
|
| 109 |
+
następuje. […]
|
| 110 |
+
```
|
| 111 |
+
|
| 112 |
+
## Privacy and limitations
|
| 113 |
+
|
| 114 |
+
Regex PII scrub at fetch time is not a guarantee of zero personal data.
|
| 115 |
+
Constituency casework in interpellations can name private persons; those
|
| 116 |
+
names are left in (officials acting in capacity are not treated as PII).
|
| 117 |
+
Downstream users must review applicable privacy and source terms. Per
|
| 118 |
+
AGENTS.md the shard must be re-run through
|
| 119 |
+
[SlayerLab/NERGAL](https://huggingface.co/SlayerLab/NERGAL) before release;
|
| 120 |
+
merge with `release: None` is fine meanwhile.
|
data/sejm_interpellations/sejm_interpellations.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a309b9300933ee772d3c8fcda7546461cbf072807ea37939b6101fc2eb33bead
|
| 3 |
+
size 27168758
|
data/sejm_interpellations/sejm_interpellations.stats.json
ADDED
|
@@ -0,0 +1,16 @@
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|
| 1 |
+
{
|
| 2 |
+
"read": 26503,
|
| 3 |
+
"kept": 25950,
|
| 4 |
+
"drop_short": 0,
|
| 5 |
+
"drop_lang": 0,
|
| 6 |
+
"drop_dup": 553,
|
| 7 |
+
"drop_ocr": 0,
|
| 8 |
+
"chars": 78607831,
|
| 9 |
+
"tokens": 28180895,
|
| 10 |
+
"licenses": {
|
| 11 |
+
"public-domain (official documents)": 25950
|
| 12 |
+
},
|
| 13 |
+
"authors_with_value": 25950,
|
| 14 |
+
"secs": 1.8,
|
| 15 |
+
"license": "public-domain (official documents)"
|
| 16 |
+
}
|
src/sources.py
CHANGED
|
@@ -143,9 +143,10 @@ SOURCES = {
|
|
| 143 |
"is_ocr": False,
|
| 144 |
},
|
| 145 |
"sejm_interpellations": {
|
|
|
|
| 146 |
"release": None,
|
| 147 |
"file_key": "sejm_interpellations",
|
| 148 |
-
"pretty": "Sejm interpellations and written questions (
|
| 149 |
"license": "public-domain (official documents)",
|
| 150 |
"license_spdx": "LicenseRef-Polish-Official-Documents",
|
| 151 |
"traceable": "Official parliamentary materials excluded from copyright "
|
|
@@ -154,11 +155,12 @@ SOURCES = {
|
|
| 154 |
"upstream": "https://api.sejm.gov.pl/",
|
| 155 |
"provenance": "Fetched from api.sejm.gov.pl HTML body endpoints by "
|
| 156 |
"src/fetch_sejm_interpellations.py (interpellations + "
|
| 157 |
-
"writtenQuestions, terms
|
| 158 |
"meta; attachment-only and keyless replies skipped; "
|
| 159 |
-
"PII
|
|
|
|
| 160 |
"domain": "political/written",
|
| 161 |
-
"created": "
|
| 162 |
"is_ocr": False,
|
| 163 |
"custom_datasheet": True,
|
| 164 |
},
|
|
|
|
| 143 |
"is_ocr": False,
|
| 144 |
},
|
| 145 |
"sejm_interpellations": {
|
| 146 |
+
"added": "2026-07-19",
|
| 147 |
"release": None,
|
| 148 |
"file_key": "sejm_interpellations",
|
| 149 |
+
"pretty": "Sejm interpellations and written questions (10th term)",
|
| 150 |
"license": "public-domain (official documents)",
|
| 151 |
"license_spdx": "LicenseRef-Polish-Official-Documents",
|
| 152 |
"traceable": "Official parliamentary materials excluded from copyright "
|
|
|
|
| 155 |
"upstream": "https://api.sejm.gov.pl/",
|
| 156 |
"provenance": "Fetched from api.sejm.gov.pl HTML body endpoints by "
|
| 157 |
"src/fetch_sejm_interpellations.py (interpellations + "
|
| 158 |
+
"writtenQuestions, --terms 10). Header chrome stripped into "
|
| 159 |
"meta; attachment-only and keyless replies skipped; "
|
| 160 |
+
"pre-#38 regex PII scrub only — needs a SlayerLab/NERGAL "
|
| 161 |
+
"pass before release.",
|
| 162 |
"domain": "political/written",
|
| 163 |
+
"created": "2023-11-15, 2026-09-03",
|
| 164 |
"is_ocr": False,
|
| 165 |
"custom_datasheet": True,
|
| 166 |
},
|
src/test_sejm_interpellations_contract.py
CHANGED
|
@@ -1,10 +1,16 @@
|
|
| 1 |
"""TDD contract for Sejm interpellations / written-questions ingestion."""
|
|
|
|
| 2 |
import sys
|
| 3 |
import unittest
|
| 4 |
from pathlib import Path
|
| 5 |
|
| 6 |
sys.path.insert(0, str(Path(__file__).resolve().parent))
|
| 7 |
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|
| 8 |
from fetch_sejm_interpellations import (
|
| 9 |
MIN_CHARS,
|
| 10 |
normalize_document,
|
|
@@ -116,5 +122,34 @@ class SejmInterpellationsContractTest(unittest.TestCase):
|
|
| 116 |
self.assertEqual(row["meta"]["kind"], "written_question")
|
| 117 |
|
| 118 |
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|
| 119 |
if __name__ == "__main__":
|
| 120 |
unittest.main()
|
|
|
|
| 1 |
"""TDD contract for Sejm interpellations / written-questions ingestion."""
|
| 2 |
+
import json
|
| 3 |
import sys
|
| 4 |
import unittest
|
| 5 |
from pathlib import Path
|
| 6 |
|
| 7 |
sys.path.insert(0, str(Path(__file__).resolve().parent))
|
| 8 |
|
| 9 |
+
ROOT = Path(__file__).resolve().parent.parent
|
| 10 |
+
PARQUET = ROOT / "data" / "sejm_interpellations" / "sejm_interpellations.parquet"
|
| 11 |
+
STATS = ROOT / "data" / "sejm_interpellations" / "sejm_interpellations.stats.json"
|
| 12 |
+
CANON = ["id", "text", "source", "added", "created", "token_count", "license", "author"]
|
| 13 |
+
|
| 14 |
from fetch_sejm_interpellations import (
|
| 15 |
MIN_CHARS,
|
| 16 |
normalize_document,
|
|
|
|
| 122 |
self.assertEqual(row["meta"]["kind"], "written_question")
|
| 123 |
|
| 124 |
|
| 125 |
+
|
| 126 |
+
class SejmInterpellationsParquetTest(unittest.TestCase):
|
| 127 |
+
@classmethod
|
| 128 |
+
def setUpClass(cls):
|
| 129 |
+
if not PARQUET.is_file():
|
| 130 |
+
raise unittest.SkipTest("parquet not built yet")
|
| 131 |
+
import pyarrow.parquet as pq
|
| 132 |
+
cls.tbl = pq.read_table(PARQUET)
|
| 133 |
+
cls.stats = json.loads(STATS.read_text(encoding="utf-8"))
|
| 134 |
+
|
| 135 |
+
def test_canonical_schema_and_uniform_source_license(self):
|
| 136 |
+
self.assertEqual(self.tbl.column_names, CANON)
|
| 137 |
+
src = set(self.tbl["source"].to_pylist())
|
| 138 |
+
lic = set(self.tbl["license"].to_pylist())
|
| 139 |
+
self.assertEqual(src, {"sejm_interpellations"})
|
| 140 |
+
self.assertEqual(lic, {"public-domain (official documents)"})
|
| 141 |
+
|
| 142 |
+
def test_nonempty_text_and_positive_tokens(self):
|
| 143 |
+
texts = self.tbl["text"].to_pylist()
|
| 144 |
+
toks = self.tbl["token_count"].to_pylist()
|
| 145 |
+
self.assertTrue(all(t and t.strip() for t in texts))
|
| 146 |
+
self.assertTrue(all(n > 0 for n in toks))
|
| 147 |
+
|
| 148 |
+
def test_stats_match_parquet(self):
|
| 149 |
+
self.assertEqual(self.stats["kept"], self.tbl.num_rows)
|
| 150 |
+
self.assertEqual(self.stats["tokens"], sum(self.tbl["token_count"].to_pylist()))
|
| 151 |
+
self.assertEqual(self.stats["authors_with_value"], self.tbl.num_rows)
|
| 152 |
+
|
| 153 |
+
|
| 154 |
if __name__ == "__main__":
|
| 155 |
unittest.main()
|