| # Source investigation findings |
|
|
| Running log of sources that were investigated, whether or not they were added. |
| **Append-only, version-independent** — unlike the `*_v0_3.md` artifacts, which are |
| point-in-time snapshots of one release's candidate review. |
|
|
| Purpose: stop the same source being re-investigated from scratch every few months. |
| A negative finding is as valuable as a positive one, as long as it records *what |
| was checked* and *what would change the answer*. |
|
|
| Related, don't duplicate: |
| - `source_scouting_v0_3.md` — v0.3 candidate shortlist (HuggingFace-centric) |
| - `source_candidate_audit_v0_3.md` — machine-generated audit of those HF cards |
| - `source_license_review_v0_3.md` — v0.3 license decision table |
|
|
| ## How to add an entry |
|
|
| One `##` section per source. Keep these fields: |
|
|
| - **Investigated** — date, so a stale finding is visible as stale. |
| - **Verdict** — `added` / `blocked` / `hold` / `rejected`, plus the one-line reason. |
| - **Enumeration** — how you would actually get the data, or why you can't. |
| - **License evidence** — what you checked, with URLs. Separate what you *verified |
| yourself* from what you read second-hand; label the weak ones. |
| - **Blockers** — what must be resolved before this can ship. |
| - **Lesson** — anything generalizable to other sources. Optional. |
|
|
| Write down the API endpoints and quirks you had to dig for. That digging is the |
| expensive part, and it is invisible in a verdict line. |
|
|
| --- |
|
|
| ## zpe.gov.pl — Zintegrowana Platforma Edukacyjna |
|
|
| **Investigated:** 2026-08-27 |
| **Verdict:** `hold` — technically very tractable, blocked on per-material license |
| evidence. Do not build a fetcher until the license question below is answered. |
|
|
| Ministry of Education platform (successor to `epodreczniki.pl`), e-materials |
| across all school subjects. Attractive because the corpus has **no modern |
| instructional/pedagogic register at all**, and this is contemporary, clean, |
| editorially reviewed Polish prose. |
|
|
| ### Enumeration — solved |
|
|
| There is no sitemap (`/sitemap.xml` → 404) and site search is client-side, but |
| `https://zpe.gov.pl/config.js` exposes an undocumented JSON API: |
|
|
| ``` |
| window.CP_CONFIGURATION = {... "apiUrl":"https://zpe.gov.pl/api/v1/" ...} |
| ``` |
|
|
| ``` |
| GET https://zpe.gov.pl/api/v1/search?query=&limit=20&offset=N |
| → {"count": 23843, "offset": 0, "limit": 20, |
| "data": [{"id": "P18l4AKOi", "title": "Fotosynteza", |
| "subject": [...], "stage": [...], "tags": [], ...}]} |
| ``` |
|
|
| Verified directly (2026-08-27): |
|
|
| - `count` = **23,843** materials for the empty query. |
| - Deep paging works — `offset=5000` returns rows, no cursor needed. |
| - `robots.txt` is `User-agent: * / Allow: /`. |
| - Article pages `/a/<slug>/<CODE>` are **fully server-rendered**; text lives in |
| `data-editor-content` blocks. No JS execution required to extract prose. |
| - Book pages `/b/<slug>/<CODE>` render their material list client-side (0 |
| server-side `/a/` links), so `/b/` is useless for crawling. Use the API. |
|
|
| Other endpoints probed and 404: `api/v1/materials`, `api/v1/document(s)/<CODE>`, |
| `api/v1/footer`, `api/v1/menu`, `api/v1/search/materials`. Only |
| `api/v1/search?query=` responded. |
|
|
| ### License evidence — the blocker |
|
|
| **Verified directly:** |
|
|
| - **No document-level license marker exists in the served HTML.** The only |
| machine-readable license strings are per-figure, inside |
| `<div class="figure_caption_bibliography">`, e.g. |
| `Źródło: GroMar, licencja: CC BY 3.0.` and |
| `Źródło: Sławomir Szaruga, licencja: CC BY 3.0.` These attach to |
| **illustrations, not to the prose**. |
| - **The site footer is `<div id="footer_app"></div>` — JS-rendered.** This |
| matters: the accepted legal basis for both `govpl` and `samorzad_gov_pl` in |
| `src/sources.py` is a *server-side footer string* declaring CC BY-SA 4.0. |
| ZPE has no such string. **That precedent does not transfer to ZPE.** |
| - The platform `regulamin` states: |
| *"Korzystanie z Materiału odbywać się może tylko i wyłącznie w zakresie |
| dozwolonym przepisami ustawy o prawie autorskim i prawach pokrewnych"* — |
| statutory permitted-use only, which is not an open license. Reading the |
| surrounding clauses, this section appears scoped to material *uploaded by |
| users to* the platform rather than to ministry e-materials, but the wording is |
| not self-limiting and a reviewer will land on it. |
|
|
| **Second-hand, not verified — confirm before relying on any of it:** |
|
|
| - Ministry-produced e-materials are said to be CC BY 3.0, funded under |
| POKL 2007–2013 / POWER 2014–2020. |
| - User-contributed materials are reported to carry **CC BY-NC-SA 4.0**. NC is |
| already on the reject list (`source_scouting_v0_3.md`), so those must be |
| excluded, not merely flagged. |
| - Literary works embedded in e-materials are reported to sit under a |
| non-free *"licencja edukacyjna"* where authors or heirs did not agree to open |
| release. This is the highest-risk content class on the platform. |
|
|
| ### Consequences for design |
|
|
| - ZPE cannot be a single-license shard. It has to be **per-record license-gated**, |
| `license_spdx: MIXED`, same shape as `biblioteka_nauki` and `europeana`. |
| - Available heuristic, **not** license evidence: ministry materials come back with |
| `subject` and `stage` populated; user uploads return `"subject": [], "stage": []` |
| (the first empty-query result is an all-caps user upload with both empty). Usable |
| as a pre-filter, useless as provenance. |
| - Rough size if ~10–15k ministry materials survive the gate: **~30–100M tokens**. |
| Estimate only — nothing was counted. Good register, modest scale. |
|
|
| ### Extraction hazards (seen in a single sampled page) |
|
|
| - Interactive-exercise chrome: `Pokaż podpowiedź`, `Pokaż odpowiedź` buttons. |
| - JSON blobs embedded in `data-editor-params` attributes (`gameTitle`, |
| `feedbackPositive`, …) — must not leak into `text`. |
| - Per-figure attribution lines repeated throughout the body. |
| - Glossary / `Zapamiętaj!` boilerplate repeated across many materials — needs |
| frequency-based boilerplate detection, not a hand-written blocklist. |
|
|
| ### What would unblock this |
|
|
| Any one of: a resolvable per-material license field (API or page markup); an |
| authoritative ORE/MEN page granting open reuse of e-material *text*; or written |
| permission. Absent that, ZPE stays out — the datasheet could not honestly answer |
| "where does the license statement live", which is a required field for any PR. |
|
|
| ### Lesson |
|
|
| Check for a **server-rendered** license statement early. A JS-rendered footer is |
| not usable license evidence, and "it's a `gov.pl` domain" is not a license — the |
| `govpl` and `samorzad_gov_pl` entries hold up because a specific footer string |
| was fetched and quoted, not because of the domain. |
|
|
| --- |
|
|
| ## ParlaMint-PL — parliamentary debates 2015–2022 |
|
|
| **Investigated:** 2026-08-27 |
| **Verdict:** `ready to build, low yield` — license and distribution verified, the |
| fetcher is the only missing piece. But it is a **date-hole patch worth ~36M |
| net-new tokens**, not a diversity win. Size it before prioritising it. |
|
|
| Already registered in `src/sources.py` as `parlamint_pl`, but there is **no shard |
| in `data/`**. |
|
|
| ### Size — measured, not guessed |
|
|
| From the official stats at |
| `github.com/clarin-eric/ParlaMint/tree/v5.0/Build/Metadata` |
| (`ParlaMint-overview-stats.tsv`, `ParlaMint-speeches-stats.tsv`): |
|
|
| ``` |
| ID Lang Bodies Ts From To Yrs Mw/Yr Mw |
| PL pl low+upp 4 2015-11 2022-06 6.7 5.35 36.06 |
| ``` |
|
|
| - **36.06M words**, **228,326 speeches**, 4 terms, both chambers. |
| - Token conversion measured on our own `parliamentary` shard (same register, same |
| cl100k encoder; 6,000 docs / 9.7M words): **2.654 tokens/word**, 7.24 chars/word. |
| - → **~96M tokens gross**, ≈1% of the current 9.68B corpus. |
| - Download: `ParlaMint-PL.tgz`, 185.3 MB. |
|
|
| ### Overlap with the existing `parliamentary` shard — the real issue |
|
|
| ParlaMint-PL is **derived from PPC**, which is exactly what the `parliamentary` |
| shard is (1991–2019). Time overlap runs 2015-11 → 2019-12, about 4.2 of the 6.7 |
| years, ≈22M words likely already present. **Net new ≈ 14M words ≈ 36M tokens**, |
| covering 2020-01 → 2022-06. |
|
|
| That estimate is soft in both directions: |
|
|
| - `parliamentary` has **no per-document dates** — `created` is the single literal |
| `'1991-01-01, 2019-12-31'` on all 324,622 rows. The overlap cannot be measured |
| by filtering, only by comparing content. |
| - PPC includes committee sittings and interpellations; ParlaMint-PL is plenary |
| only. So ParlaMint's 2015–2019 portion is plausibly a *subset* of what already |
| ships, making the real overlap higher than the time-share implies. |
|
|
| **Exact dedup will not catch this.** `build_dynaword.py` dedups on `sha1` of the |
| whole document. ParlaMint ships one document per session; PPC's segmentation |
| differs, so byte-identical documents are unlikely and the duplicates pass |
| straight through the gate. This needs **near-dedup, for which the repo has no |
| committed tooling** — the HPLT expansion's near-dedup was run outside `src/`. |
| Budget for that, or the shard silently duplicates existing data. |
|
|
| ### Version note |
|
|
| **ParlaMint 5.0 does not extend Polish** — PL still ends 2022-06, same as the 3.0 |
| deposit already cited in `sources.py` (handle `11356/1486`; 5.0 is `11356/2004`). |
| Upgrading buys corrections, not coverage. Neither version closes the gap to |
| `sejm_api` (2023 onward): mid-2022 through end-2022 stays empty. |
|
|
| ### Verified |
|
|
| - CLARIN.SI handle `11356/1486` resolves (HTTP 200). The `upstream` URL recorded |
| in `sources.py` is correct and live. |
| - License: **CC BY 4.0**, stated on the repository record. |
| - ParlaMint 3.0 overall: 26 comparable corpora, 7,468,674 utterances, |
| 1,147,800,265 words; debates mostly 2015 → mid-2022. |
| - The distribution ships a **plain-text (`.txt`) edition** alongside TEI/XML and |
| linguistically-annotated `.ana.xml`. Filenames are per-session, e.g. |
| `ParlaMint-PL_2017-07-20-sejm-46-3.txt`. Use the `.txt` edition — no TEI parsing |
| needed. |
| - Polish covers **both chambers**: `-sejm-` and `-senat-` session files. |
|
|
| ### Why it is still worth doing |
|
|
| Fills 2020 → mid-2022, between `parliamentary` (ends 2019) and `sejm_api` (2023 |
| onward). Same CC-BY-4.0 family as existing sources, so there is no new license |
| question to answer, and the plain-text edition means no TEI parsing. Cheap. Just |
| do not expect it to move the totals — and do not build it before a source that |
| adds a register the corpus lacks. |
|
|
| ### Drift found while checking |
|
|
| `src/sources.py` (the `parlamint_pl` `provenance` field) states the corpus was |
| *"Fetched directly from the CLARIN.SI plain-text edition (ParlaMint-PL.tgz) by |
| `src/fetch_parlamint.py`"*. **That script does not exist in `src/`.** The |
| provenance describes a fetch that no committed code performs. Either write the |
| script or correct the field before this ships. |
|
|
| --- |
|
|
| ## Sejm API — interpelacje and zapytania poselskie |
|
|
| **Investigated:** 2026-08-27 |
| **Verdict:** `hold — recheck`. Not a license problem; `api.sejm.gov.pl` was |
| unreachable from the investigating network on the day, so the endpoints could not |
| be confirmed. Retry before writing anything off. |
|
|
| ### What happened |
|
|
| - `api.sejm.gov.pl` resolves (`194.41.12.231`) but every request hangs and then |
| fails — plain `curl` times out at 45s, a proxied fetch returns `ECONNRESET`. |
| - `https://www.sejm.gov.pl/` responds normally (302), and other external hosts |
| were fine the same session, so this is specific to the API host: either an |
| outage, or that host filtering the source network. |
| - `src/fetch_sejm_api.py` (committed, working) uses this same host, so the API |
| is normally reachable. Treat as transient until proven otherwise. |
|
|
| ### Unverified — what to check on retry |
|
|
| - Whether `sejm/term{N}/interpellations` and `sejm/term{N}/writtenQuestions` |
| exist, and their paging parameters. |
| - Whether the **ministry's reply body** is retrievable as text, or only as a |
| linked PDF. This decides whether the source is worth building: the replies are |
| the substantial half. |
| - Document counts per term. |
|
|
| ### Why it is on the list |
|
|
| Reuses the existing `fetch_sejm_api.py` legal basis unchanged — official |
| parliamentary materials outside copyright under art. 4(2) pr. aut., reusable |
| under the Open Data Act. Question/answer prose is argumentative register, which |
| the corpus is short on. No new license work needed. |
|
|
| --- |
|
|
| ## CLARIN-PL DSpace (PELCRA Spokes, and the `1000_novels` upstream) |
| |
| **Investigated:** 2026-08-27 |
| **Verdict:** `blocked — temporary`. The repository is down for reorganization. |
| Nothing to decide until it returns. |
| |
| ### Verified |
| |
| - `https://clarin-pl.eu/dspace/` serves a maintenance notice: |
| *"Trwają prace nad repozytorium. Prowadzimy prace serwisowe oraz reorganizację |
| repozytorium DSpace… Repozytorium będzie ponownie dostępne wkrótce."* |
| - Every item handle under it 404s: `11321/312`, `11321/544`, `11321/545`, |
| `11321/547` — nginx 404, not a DSpace "item not found". |
| - The global resolver is broken for this prefix too: `hdl.handle.net/11321/*` |
| returns **HTTP 500**. |
| |
| So no PELCRA record (Spokes, EMO, PARL, EMI) can have its license checked right |
| now. Conversational Polish remains the corpus's biggest register gap, so this is |
| worth re-checking periodically. |
| |
| ### Side effect on shipped data |
| |
| `src/sources.py` records `https://clarin-pl.eu/dspace/handle/11321/312` as the |
| `upstream` for **`1000_novels`**, which is a released shard. That URL currently |
| does not resolve. Presumed temporary, but the citation in a published datasheet |
| is dead as of this date. |
| |
| ### Expected concern when it returns |
| |
| PELCRA spoken corpora are transcribed private conversation. Expect NC-flavoured |
| or restricted licensing, and expect a personal-data question — these recordings |
| involve identifiable private individuals, not public officials acting officially. |
| Both must be resolved before use. |
| |
| --- |
| |
| ## NIK — Najwyższa Izba Kontroli audit reports |
| |
| **Investigated:** 2026-08-27 |
| **Verdict:** `hold` — permissive but **non-standard** license, and enumeration is |
| unsolved. Viable with work; not a quick win. |
| |
| ### License evidence — verified |
| |
| `https://www.nik.gov.pl/zasady/prawa-autorskie.html` states: |
| |
| > *"Korzystanie z materiałów publikowanych w serwisach internetowych Najwyższej |
| > Izby Kontroli nie wymaga uzyskania zgody NIK. Nie dotyczy to elementów odrębnie |
| > zastrzeżonych (do których prawa autorskie przysługują osobom trzecim), w |
| > szczególności oznaczonych materiałów zdjęciowych oraz tekstów publikowanych |
| > pierwotnie w innych źródłach."* |
| |
| Attribution to *"Najwyższa Izba Kontroli (nik.gov.pl)"* is requested, not required. |
| |
| Assessment: a **custom permissive notice, not a standard open license** — no CC, |
| no CC0, no SPDX identifier. It carries a third-party carve-out that matters here, |
| because audit reports quote external sources. A separate and probably stronger |
| argument is that audit reports are *materiały urzędowe* under art. 4 pkt 2 pr. |
| aut., the same basis as `dziennik_ustaw` and `sejm_api`. If this source is built, |
| lead with the statutory argument and cite the site notice as corroboration. |
| |
| ### Enumeration — unsolved |
| |
| - `robots.txt` allows crawling, but disallows `/szukaj/`, `/p/`, `/g2/`, |
| `/cms/`, `/do_druku/`. `/g2/` looks like the file store, which likely means |
| **report PDFs are off-limits to crawlers**. |
| - `/kontrole/wyniki-kontroli-nik/` returns 200 (~72 kB) but the report list is |
| **JS-rendered**: zero report links in the server HTML, only pagination |
| scaffolding (`fmax,js,strona,1.html`). |
| - The `/prosta/` ("simple") variant is also JS-rendered — 0 report links. |
| - No `/sitemap.xml` (404). |
|
|
| Same shape as ZPE: a backend API almost certainly exists and would need to be |
| found (check the page's JS config for an `apiUrl`, as worked for ZPE). |
|
|
| ### Verdict rationale |
|
|
| Register value is real — long-form analytical prose, unlike statute text. But |
| between a bespoke license, a third-party-content carve-out, PDF paths blocked by |
| `robots.txt`, and unsolved enumeration, this is several days of work. Lower |
| priority than ParlaMint-PL or Sejm interpelacje. |
|
|
| --- |
|
|
| ## Billion-scale survey — what can actually move the totals |
|
|
| **Investigated:** 2026-08-27 |
|
|
| Context: most candidates land at 30–200M tokens, which is noise against a 9.68B |
| corpus. This entry records the only options measured at **500M–5B**, i.e. |
| comparable to `european_hplt_v3_pl` (2.56B), `eurlex` (2.38B), `parliamentary` |
| (1.65B). All numbers below were measured on the day, not taken from cards. |
|
|
| Token conversion throughout: **2.654 tokens/word**, measured on the repo's own |
| `parliamentary` shard (6,000 docs / 9.7M words, cl100k). Use it instead of |
| guessing — Polish runs far above the ~1.3 rule of thumb for English. |
|
|
| | candidate | measured | est. tokens | license | blocker | |
| |---|---|---|---|---| |
| | SAOS judgments | 540,338 docs, mean 3,067 w | **~4.4B** (floor ~2.8B) | art. 4 pkt 2 pr. aut. | register: pure legal | |
| | FineWeb-2 `pol_Latn` | 152,003,298 docs, 225.9 GB | ~83B raw, **4–8B** filtered | ODC-By | dedup vs existing HPLT | |
| | PleIAs/Polish-PD | 68,176 docs, 0.75B words | **~2.0B** nominal | public domain | OCR corruption | |
| | HPLT leftovers | shards `8_5`, `8_6`, 31.6 GB | ~230M | CC0 | none — just small | |
|
|
| ### SAOS — biggest clean win, already half-built |
|
|
| `https://www.saos.org.pl/api/search/judgments?pageSize=1&pageNumber=0` reports |
| `totalResults: 540338`. Sampled 100 judgments from |
| `api/dump/judgments?pageSize=100&pageNumber=0`: **mean 3,067 words, median 1,920, |
| p10 816, p90 7,197**, court types `COMMON` and `CONSTITUTIONAL_TRIBUNAL`. |
|
|
| 540,338 × 3,067 = 1.66B words → **~4.4B tokens**. Using the median instead, to |
| guard against long-tail skew, still gives ~2.75B. Either way this is **larger |
| than any shard currently in the corpus**. |
|
|
| `src/fetch_saos.py` already exists (uncommitted as of this date) and documents the |
| legal basis: judgments are *materiały urzędowe* outside copyright under art. 4 |
| pkt 2 pr. aut., redistributed by SAOS (CeON/ICM UW + Fundacja ePaństwo) through a |
| bulk-dump API built for exactly this. |
|
|
| Open question before building: judgments are court-anonymised, but that should be |
| **verified on sampled text**, not assumed — this is the one candidate here where |
| personal data is a live risk rather than a formality. |
|
|
| Cost of shipping it: legal/official goes from **48% to roughly 65%** of the |
| corpus. That is the trade, and it should be a deliberate decision rather than a |
| side effect of it being the easy build. |
|
|
| ### FineWeb-2 Polish — only billion-scale contemporary prose |
|
|
| `datasets-server` size endpoint, config `pol_Latn`: **152,003,298 rows / |
| 225.9 GB**. At the measured 0.367 tokens/char that is **~83B tokens raw**. |
|
|
| License `odc-by`. Same argument shape as the accepted HPLT basis: the packaging |
| is licensed, the underlying web text is not owned by the publisher. Note that |
| ODC-By is **attribution-required**, unlike HPLT's CC0 — a different obligation |
| shape, and it has to be stated in the datasheet. |
|
|
| #### Dedup is not the bottleneck — this was checked, not assumed |
|
|
| The obvious worry is overlap with the existing HPLT shard, since both derive from |
| Common Crawl. It is the *smallest* of the problems: |
|
|
| - The existing HPLT shard is **1.6M docs against FineWeb-2's 152M**. Even total |
| overlap removes ~1% of candidates (~12% if working from the HQ subset below). |
| - **Internal dedup is already done upstream.** The schema carries |
| `minhash_cluster_size`, i.e. FineWeb-2 ran MinHash per language before release. |
|
|
| Cross-dedup against HPLT is still worth doing for hygiene, and the repo still has |
| no committed near-dedup tooling — but it is not what makes this source expensive. |
|
|
| #### The actual blocker: the HPLT gate cannot be ported |
|
|
| FineWeb-2 `pol_Latn` columns are: |
|
|
| ``` |
| text, id, dump, url, date, file_path, language, |
| language_score, language_script, minhash_cluster_size, top_langs |
| ``` |
|
|
| `src/clean_hplt_v3.py` filters on **WDS quality score, register class |
| (ID/OP/HI/IN/NA), and MT-probability**. *None of those exist in FineWeb-2.* Every |
| signal the existing web pipeline depends on is absent, so "filter it like we |
| filtered HPLT" is not an option — it would mean building quality classification |
| over 152M documents from scratch. |
|
|
| #### `epfml/FineWeb2-HQ` — the better target |
|
|
| A published quality-filtered derivative, config `pol_Latn`: |
|
|
| - **13,384,885 rows**, `odc-by`, 180.4 GB parquet (size dominated by an |
| `embeddings` column, not text). |
| - Adds a **`quality_score`** column, retained per document, so the selection |
| threshold stays a tunable knob instead of a baked-in decision — and the |
| classifier is someone else's published work, which is easier to cite than a |
| home-grown one. |
| - Sampled 880 docs across 22 evenly-spread offsets: **mean 2,663 chars/doc** |
| → ~13.1B tokens for the whole HQ subset. Larger than the entire current corpus. |
| |
| #### quality_score → token yield |
| |
| Distribution from the `statistics` endpoint (computed on a **partial 407,184-row |
| sample**, not all 13.4M): min 0.013, max 0.9999, mean 0.145, **median 0.0496** — |
| heavily right-skewed, so most of HQ still scores low. |
|
|
| Doc fractions from that histogram, mean lengths from the 880-doc sample: |
|
|
| | `quality_score` ≥ | % docs | docs | mean chars | est. tokens | |
| |---|---:|---:|---:|---:| |
| | 0.00 (all) | 100% | 13,384,885 | 2,663 | **13.1B** | |
| | 0.11 | 31.0% | 4,149,000 | 2,375 | **3.6B** | |
| | 0.21 | 20.0% | 2,677,000 | 2,074 | **2.0B** | |
| | 0.31 | 14.6% | 1,954,000 | 1,929 | **1.4B** | |
| | 0.41 | 11.1% | 1,486,000 | 1,912 | **1.0B** | |
| | 0.51 | 8.5% | 1,138,000 | 1,798 | **0.75B** | |
| | 0.70 | 4.8% | 642,000 | 1,750 | **0.41B** | |
| | 0.90 | 1.8% | 241,000 | 914 | **0.08B** | |
|
|
| A second pass computing fractions directly from the 880-doc sample agreed with |
| these within ~15%. Treat them as ±20%, good enough to pick a threshold. |
|
|
| **Watch out: `quality_score` anti-correlates with document length.** Mean length |
| falls from 2,663 chars at no threshold to 914 at ≥0.90. The classifier is not |
| rewarding long-form prose, so raising the threshold costs more tokens than the |
| doc-count alone implies, and it may actively select *against* the extended prose |
| this corpus is short on. Sample the text at whatever threshold is chosen before |
| committing to it. |
| |
| #### Recommended operating point |
| |
| **Threshold ≈ 0.20 → ~2.7M docs, ~2.0–2.3B tokens.** Comparable to the largest |
| existing shards (`european_hplt_v3_pl` 2.56B, `eurlex` 2.38B) and it *improves* |
| the balance rather than wrecking it: web goes 26% → ~41%, legal drops 48% → ~39%. |
| |
| Taking all 13.1B instead would put the corpus at ~22.7B with **web at ~69%** — |
| trading "two-thirds legalese" for "two-thirds crawl". Same failure, different axis. |
|
|
| #### Work order if this is built |
|
|
| 1. Pick HQ vs full, and a `quality_score` threshold (see above). |
| 2. **Build the PII scrub.** `sources.py` already claims one for the HPLT shard |
| that has no implementing code in `src/`; shipping a second web source with the |
| same gap is indefensible. |
| 3. Near-dedup against the existing HPLT shard — needed, but ~1–12% effect. |
| 4. Compute. Tokenizing billions of tokens is the genuinely expensive step. |
|
|
| ### PleIAs/Polish-PD — good on paper, rough in practice |
|
|
| 68,176 rows. Sampled `word_count` at four offsets (n=200): **mean 10,971 words, |
| median 8,468** → ~0.75B words → **~2.0B tokens**. Columns are `identifier`, |
| `file`, `title`, `creator`, `language`, `word_count`, `character_count`, |
| `complete_text`. Public domain, pre-1884 monographs and periodicals, largely |
| sourced from Polish digital libraries (`jbc.bj.uj.edu.pl` in the sample). |
|
|
| Register-wise this is the most attractive of the three — books and periodicals, |
| against a corpus that is only 1.9% literature. |
|
|
| But the OCR is bad. First sampled record (an 1817 newspaper) opens: |
|
|
| ``` |
| U |
| RUSKI |
| czwaRTEŁ SONAER |
| 5 PC Nę R |
| WIADOMOŚC |
| ``` |
|
|
| with pre-1884 orthography throughout (`Nayiaśnieyszy`, `roskazać`, `klassy`). |
|
|
| **The existing OCR gate will not catch this.** `build_dynaword.py` applies |
| `MIN_ALPHA_RATIO = 0.70` when `is_ocr: True`, which tests the ratio of letters to |
| symbols. Garbled *words* made of ordinary letters pass it cleanly. Filtering this |
| source needs a dictionary- or perplexity-based check, which does not exist here. |
| Treat the 2.0B as nominal; real usable yield is materially lower. |
|
|
| ### HPLT is exhausted — correction to an earlier assumption |
|
|
| `https://data.hplt-project.org/three/sorted/pol_Latn/` lists **exactly 19 shards**: |
| `10_1`, `9_1`–`9_4`, `8_1`–`8_6`, `7_1`–`7_4`, `6_1`–`6_2`, `5_1`–`5_2`. |
| **There are no WDS bins below 5 for Polish.** |
|
|
| `sources.py` records 17 of those as ingested. The only unused shards are |
| **`8_5` (24.24 GB)** and **`8_6` (7.37 GB)** — roughly 230M tokens at the |
| post-filter rate implied by the existing shard. |
|
|
| So "add more HPLT bins" is not a path to billions. It is one small top-up, and |
| then the source is finished. |
|
|
| ### Conclusion |
|
|
| Every clean billion-scale Polish source is **legal, official, or archaic** — |
| which follows directly from what falls outside copyright. The only billion-scale |
| contemporary general prose is web crawl, and that is a re-derivation of Common |
| Crawl the corpus already draws on. |
|
|
| If the goal is raw scale: SAOS. If the goal is a corpus that is not two-thirds |
| legalese, **there is no billion-scale option**, and the honest plan is a number of |
| 50–200M-token sources across different registers. |
|
|
| --- |
|
|
| ## common_voice_pl — Common Voice Polish validated sentences (v26.0) |
|
|
| **Investigated** — 2026-09-05 (review round 2026-09-29). |
|
|
| **Verdict** — `added` with a **unit caveat** (proposed with `release: None`, merge |
| blocked on a maintainer unit decision). 45,043 unique validated speech prompts / |
| 995k `cl100k_base` tokens, CC0-1.0, from Mozilla Common Voice Scripted Speech |
| 26.0 (Polish). |
|
|
| **Enumeration** — official dataset record on Mozilla Data Collective |
| (<https://mozilladatacollective.com/datasets/cmqinmu2a00winq07gyrtri0q>, id |
| `cmqinmu2a00winq07gyrtri0q`, release 2026-06-12), read via a pinned row mirror |
| with DuckDB column projection (the 4.48 GB audio is never pulled). 138,798 |
| validated clip rows -> 45,043 unique normalized sentences (91,198 repeated |
| clips collapsed; 2,538 too-short and 19 too-long rows rejected). |
|
|
| **License evidence** — verified AT THE ORIGIN: the MDC dataset record's license |
| field is "Creative Commons Zero v1.0 Universal (CC0-1.0)", and the same |
| `license`/`license_url` ride along per source row (build rejects non-CC0 rows). |
| **Terms covenant**: MDC Terms of Use (Data Consumer License, clause viii) |
| prohibit re-identifying individual contributors/sources — carried to downstream |
| users in the datasheet and registry. |
|
|
| **Blockers** — (1) **unit decision**: every doc is a single speech prompt (min 12 |
| / median 56 / max 153 chars; 0 docs reach the 200-char corpus gate, no |
| concatenation exists) — accept sentence units with a per-source gate override + |
| training cap, or withdraw as unit-incompatible; (2) before release: NERGAL pass |
| (full-shard residual scan was clean — 0 contacts across 45,043 docs — but the |
| prompts are user-contributed speech material). |
|
|
| **Lesson** — speech corpora's natural unit (the prompt sentence) is smaller than |
| a pretraining corpus's document gate; measure the length distribution BEFORE |
| promising the source, and keep the unit question in the PR description up |
| front — it is the first thing a reviewer will ask. |
|
|
| --- |
|
|
| ## sejm_interpellations — 10th-term written Q&A (interpellations + replies) |
| |
| **Investigated** — 2026-09-05 (review round 2026-09-28). |
| |
| **Verdict** — `added` (proposed with `release: None`). 25,950 documents / |
| 28.2M `cl100k_base` tokens of written MP questions and ministry replies — |
| argumentative administrative prose, a register the floor-speech shards do not |
| carry. |
|
|
| **Enumeration** — `GET /sejm/term10/interpellations` and `.../writtenQuestions` |
| plus `/reply/{key}/body` on api.sejm.gov.pl (the endpoints the 2026-08-27 |
| "hold — recheck" entry above could not confirm; they exist and page fine). |
| PDF-only replies (`onlyAttachment`) and keyless stubs skipped. Term 9 returned |
| `X-Total-Count: 0`; terms 7–8 skipped (PPC covers through 2019). |
|
|
| **License evidence** — same basis as `sejm_api`: Copyright Act art. 4(2) |
| (<https://eli.gov.pl/api/acts/DU/2025/24/text/O/D20250024.pdf>) + Open Data Act |
| arts. 2(12), 5, 14, 17 (<https://eli.gov.pl/api/acts/DU/2023/1524/text.html>). |
| No CC grant claimed. |
|
|
| **Blockers** — none to merge with `release: None`. Before release: **NERGAL |
| pass** — interpellations name private constituents (constituent letters and |
| citizen cases are quoted in questions), which is exactly the case the old |
| `scrub_pii` (#20) could not cover and #38 moved out of this repo. Caveats for |
| the card: single term (10th), private citizens named. |
|
|
| **Lesson** — the header chrome (nr / recipient / title / signatories / date) |
| belongs in meta, not text: stripping it makes the body comparable across |
| question and reply docs, and the before/after is the fastest reviewer evidence |
| for any Sejm HTML source. |
|
|
| --- |
|
|
| ## Edukacja Medialna — media-literacy lessons (`edukacja_medialna_pl`) |
|
|
| **Investigated** — 2026-09-06 (review round 2026-09-28). |
|
|
| **Verdict** — `added`. 252 records / 728,987 `cl100k_base` tokens of CC BY-SA |
| 3.0 lesson materials — small, but a school-teaching register nothing else in the |
| corpus covers. |
|
|
| **Enumeration** — <https://edukacjamedialna.edu.pl/lekcje/> lists every lesson |
| (255 at fetch). Each lesson page carries its source XML: a `utwor` document with |
| Dublin Core fields and the authored `powiesc` body. `src/build_edukacja_medialna_pl.py` |
| fetches page + XML, checksums both (`page_sha256`, `xml_sha256`) and builds from |
| the pinned `artifacts/raw_xml.jsonl.gz`; nothing else is needed. |
|
|
| **License evidence** — verified at the origin (the mirror is not evidence for |
| itself): every lesson page ends with `Licencja: Creative Commons Uznanie |
| autorstwa - Na tych samych warunkach 3.0` linking |
| <https://creativecommons.org/licenses/by-sa/3.0/> (e.g. |
| <https://edukacjamedialna.edu.pl/lekcje/abc-bezpieczenstwa-w-sieci/>), the site |
| footer repeats the grant (<http://creativecommons.org/licenses/by-sa/3.0/deed.pl>), |
| and the source XML carries `dc:rights` + `dc:rights.license`. The build gate |
| requires the statement on page AND XML. Per-record `rights`/`rights_urls` and |
| hashes are pinned in `attribution.jsonl`. |
|
|
| **Blockers** — none to merge with `release: None`. Before a release: NERGAL pass |
| (the in-build redaction is e-mail/labelled-phone patterns only — 1 match), cross-source |
| exact/near dedup, benchmark-overlap check, and maintainer review of embedded |
| third-party excerpts and of the corpus-level BY-SA 3.0 treatment (proposal in the |
| datasheet: per-record attribution + share-alike note, adaptation released under |
| CC BY-SA 4.0). |
|
|
| **Lesson** — cite the license where the publisher states it (per-lesson |
| `Licencja:` line + XML rights fields), never a mirror. Pin the statement with |
| `page_sha256`/`rights_urls` so it survives site redesigns. |
|
|
| --- |
|
|
| ## ted_pl — TED Polish public-procurement notices |
| |
| **Investigated** — 2026-09-08 (review round 2026-09-28). |
| |
| **Verdict** — `added` (proposed with `release: None`). 15,544 notices / 42.5M |
| `cl100k_base` tokens of Polish administrative/technical procurement prose |
| (2023-02-15 – 2024-05-15). |
|
|
| **Enumeration** — 20,588 official TED Search API records for Polish-labelled |
| notices (1,255 via official XML fallback); the PleIAs mirror is a pinned |
| identifier index only (its Polish preview carries U+FFFD damage). Narrative |
| fields rebuilt from API, structured contact/address/person blocks excluded by |
| construction. |
|
|
| **License evidence** — TED legal notice |
| (<https://ted.europa.eu/en/legal-notice>): procurement notices freely reusable |
| commercially/non-commercially unless otherwise noted; metadata CC0 (separate |
| grant). Legal instrument behind it: **Commission Decision 2011/833/EU on the |
| reuse of Commission documents** |
| (<https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32011D0833>). |
| Text recorded as `LicenseRef-TED-Notice-Reuse`, not relabelled CC0. |
|
|
| **Blockers** — none to merge with `release: None`. Before release: NERGAL pass |
| and per-notice legal-exception review — the 60-record spot check found **one |
| real residual contact** (`ted_pl_188212-2024`: "A.Decem - 815384157" — name + |
| unlabelled phone the patterns missed) and free-text names are un-scoped beyond |
| the sample. Text overlap with `uzp_orzeczenia_pl` is negligible (0.085% chars, |
| 0 paragraphs — shared statutory citations), so ordinary cross-source dedup |
| suffices. |
|
|
| **Lesson** — unlabelled phone numbers beside personal names defeat |
| label-anchored patterns (same lesson as `open_icm_pl`'s glyph noise): a zero |
| pattern count is not evidence in contact-bearing registers — run the spot check |
| and the model scrubber. |
|
|
| --- |
|
|
| ## kultura_bez_barier_pl — cultural-accessibility guides (FKzB) |
| |
| **Investigated** — 2026-09-07 (review round 2026-09-28). |
| |
| **Verdict** — `added` (proposed with `release: None`). 9 guides / 218k |
| `cl100k_base` tokens (316 pages) of prepared didactic Polish for cultural-sector |
| accessibility work - tiny, but a clean CC BY-SA 3.0 source with preserved raw |
| PDFs and per-record evidence. |
|
|
| **Enumeration** — the foundation's catalogue <https://kulturabezbarier.org/publikacje/>: |
| 12 linked publications discovered, 9 retained. 3 rejected conservatively: 2 NIMOZ |
| co-published volumes (PDF copyright notices name the third-party institute) and |
| 1 for legacy-font extraction damage. |
|
|
| **License evidence** — the catalogue's own statement (quoted in the datasheet) |
| offers the foundation-authored publications under CC BY-SA 3.0 with attribution |
| and share-alike terms; reading is catalogue-level ("plik pierwotny"), pictograms |
| explicitly included, no per-PDF embedded assertion claimed. Per-record |
| corroboration: PDF metadata + credit lines; `attribution.jsonl` pins the |
| evidence URL and scope note. |
|
|
| **Blockers** — none to merge with `release: None`. Before release: NERGAL pass — |
| the all-9 spot check found **real residual contacts** in |
| `podsumowanie_wizyt_studyjnych` (coordinator names + phones under `Tel./SMS` |
| label variants the pattern misses, e-mails beside them redacted) — and |
| maintainer sign-off on the catalogue-level scope reading. |
|
|
| **Lesson** — catalogue-level license statements need the reading written down |
| (what "je" covers), and the safest per-record confirmation is negative: reject |
| every item with third-party authorship signals, as this PR does with the NIMOZ |
| volumes. Also: `Tel./SMS`-style label variants defeat label-anchored phone |
| patterns — third independent pattern-evasion case in this review round. |
|
|
| --- |
|
|
| ## plwiki_talk — Polish Wikipedia talk pages (ns 1+5) |
| |
| **Investigated** — 2026-09-11 (review round 2026-09-28). |
| |
| **Verdict** — `added` (proposed with `release: None`). 43,054 pages / 55.6M |
| `cl100k_base` tokens of **user-generated** editorial discussion — article talk |
| (ns 1, 41,828 pages) and project talk (ns 5, 1,226 pages). Exact namespace |
| complement to `wikipedia` (ns 0) and `plwiki_user_talk` (ns 3). |
|
|
| **Enumeration** — the same pinned `plwiki-20260901-pages-meta-current` dump as |
| the ns-3 slice (7 sha1-verified shards); 544,591 non-redirect talk pages |
| enumerated, 43,054 retained after QA/dedup (500,652 dropped as <500 chars). |
|
|
| **License evidence** — Wikimedia Terms of Use section 7 (CC BY-SA 4.0): |
| <https://foundation.wikimedia.org/w/index.php?title=Policy:Terms_of_Use/pl&oldid=584706>. |
| Per-record canonical URL + page history is the attribution trail. |
|
|
| **Blockers** — none to merge with `release: None`. Before release: NERGAL pass |
| (user-generated talk; a 60-record residual spot check found only a DOI false |
| positive and public signatures, but free text can hide more), and text-level |
| cross-shard dedup per the measured overlap with `plwiki_user_talk` / `wikipedia` |
| (review thread). |
|
|
| **Lesson** — namespace partitioning prevents page-level duplication but not |
| text-level repetition: talk pages quote article text and share templated notices |
| across namespaces. Measure overlap at text level before claiming novelty — the |
| ID-only audit said "0 collisions" and proved nothing. |
|
|
| --- |
|
|
| ## plwiki_user_talk — Polish Wikipedia user talk, ns 3 |
|
|
| **Investigated** — 2026-09-11 (review round 2026-09-28). |
|
|
| **Verdict** — `added` (proposed with `release: None`). 380,527 records / 381.4M |
| `cl100k_base` tokens of **user-generated** editor-to-editor conversation — a |
| register the corpus otherwise does not draw from. |
|
|
| **Enumeration** — official dump `plwiki-20260901-pages-meta-current`, 7 |
| sha1-verified shards against `dumpstatus.json`; ns=3 non-redirect pages with |
| text = 450,867 candidates. Rebuilt deterministically by |
| `src/build_plwiki_usertalk_pl.py` from the pinned shards. |
|
|
| **License evidence** — Wikimedia Terms of Use section 7 (community content under |
| CC BY-SA 4.0): |
| <https://foundation.wikimedia.org/w/index.php?title=Policy:Terms_of_Use/pl&oldid=584706> |
| (verified, HTTP 200). Per-record canonical page URL + page history is the |
| attribution trail, pinned in `attribution.jsonl` (380,527 lines, LFS). |
|
|
| **Blockers** — none to merge with `release: None`. Before release: a NERGAL pass |
| (user-generated conversation is the policy's core case; the in-build redaction is |
| patterns only and a 60-record residual spot check found 0 hits but covers 0.016%), |
| and cross-shard cleanup against `plwiki_talk` for 47 shared long notice lines |
| (99.3% of the measured ns3↔ns1/5 line overlap; genuine thread copies are ~0.13% of |
| user-talk chars). |
|
|
| **Lesson** — text-level overlap audits beat ID audits: the ID comparison reported |
| "0 collisions", the text pass found 28.7% char containment against `plwiki_talk` — |
| 99.3% of it just 47 template/notice lines shared across namespaces. Also: |
| line-level boilerplate rules need their length cap revisited (the <160-char rule |
| lets long templated notices survive in both corpora). |
|
|
| --- |
|
|
| ## open_agh_chemistry_pl — Open AGH chemistry textbooks |
| |
| **Investigated** — 2026-09-05 (review round 2026-09-28). |
| |
| **Verdict** — `added` (proposed with `release: None`). 370 modules / 564k |
| `cl100k_base` tokens from four Polish AGH chemistry textbooks (general, |
| inorganic, polymer, corrosion) — didactic LaTeX-bearing prose. |
|
|
| **Enumeration** — the AGH e-textbook platform |
| (<https://epodreczniki.open.agh.edu.pl/handbook/{29,1394,37,1893}>); 374 |
| modules discovered, 370 retained (each with a selection decision). Pinned |
| snapshot `PiotrSty/open-agh-chemistry-pl@07d38bfd` with raw module HTML. |
|
|
| **License evidence** — verified AT THE ORIGIN: each book's official EPUB rights |
| page (served by AGH at `/rpc/preview/handbooks/{id}/epub/light`, preserved |
| verbatim with `rights_sha256` in `books.json`) states "Publikacja udostępniona |
| jest na licencji Creative Commons Uznanie Autorstwa - Na tych samych warunkach |
| 4.0…" with attribution terms and a "Wersja oryginalna" marking requirement. |
| Per-book, not catalogue-level — the strong pattern. |
|
|
| **Blockers** — none to merge with `release: None`. Before release: NERGAL pass |
| (two-pattern redaction only; the 60-record spot check was clean — DOIs only), |
| cross-source dedup and benchmark checks. |
|
|
| **Lesson** — repo hygiene findings worth keeping: (1) `sources.py` line endings — |
| `main`'s own blob is CRLF today, so the AGENTS.md "commit LF" rule as written |
| would CREATE whole-file rewrites; the minimal-diff rule is "match main", and the |
| repo-wide normalization is maintainer work; (2) the entry shipped without |
| `added`/`release` — the registry contract check belongs in the contract test. |
|
|
| --- |
|
|
| ## openstax_pl — OpenStax Poland textbooks (8 volumes) |
| |
| **Investigated** — 2026-09-05 (review round 2026-09-28). |
| |
| **Verdict** — `added` (proposed with `release: None`). 1,422 pages / 4.63M |
| `cl100k_base` tokens of Polish academic textbook prose (physics ×3, psychology, |
| micro/macro, marketing, nutrition) — **human translations of the English |
| OpenStax originals** by named academics. |
|
|
| **Enumeration** — openstax.org book containers (Rex/Connexions HTML) via |
| openstax.pl catalog; 1,612 pages discovered, 1,422 retained (each with a |
| decision; MathML-conversion failures rejected). Pinned snapshot |
| `PiotrSty/openstax-pl-textbooks@5b31f74e`. |
|
|
| **License evidence** — verified AT THE ORIGIN per book: each Polish edition's |
| foreword page (openstax.org/books/<slug>/pages/przedmowa) states the CC BY 4.0 |
| grant with the attribution condition "uznania autorstwa OpenStax i osób |
| podpisanych pod oryginałem"; links per book in the datasheet/PR, excerpts + |
| sha256 preserved in `books.json`. |
|
|
| **Blockers** — none to merge with `release: None`. Before release: NERGAL pass |
| (two-pattern redaction only; spot check of 60 was fully clean), cross-source |
| dedup and benchmark checks (exercises/tables may reference omitted figures). |
|
|
| **Lesson** — for translated editions, "by whom" is a licensable-quality question: |
| the foreword credits (named translators per chapter) are the evidence — pin |
| them per record (`edition_contributors`) instead of asserting "translated" in |
| the abstract. Same for MT: state its absence explicitly when the credits are |
| human. |
|
|
| --- |
|
|
| ## wiadomosci_statystyczne_pl — Wiadomości Statystyczne / The Polish Statistician (GUS) |
|
|
| **Investigated** — 2026-09-10 (review round 2026-09-28). |
|
|
| **Verdict** — `added` (proposed with `release: None`). 169 articles / 1.5M |
| `cl100k_base` tokens of peer-reviewed statistics-journal content (research, |
| statistics history, conference reports, obituaries) — small, but a formal |
| academic register with a hard per-article license gate. |
|
|
| **Enumeration** — deterministic crawl of the server-rendered |
| `https://ws.stat.gov.pl/` `/Archives` index: 460 articles (2022+), 315 with the |
| explicit per-article CC BY-SA 4.0 line, 194 acquired, 182 after QA/dedup, minus |
| 13 exact title/DOI matches against `biblioteka_nauki` -> 169. |
|
|
| **License evidence** — GUS journals under CC BY-SA 4.0 since 2022-01-01 |
| (<https://nauka.stat.gov.pl/News/Info/60>) AND a verbatim per-article |
| "udostępniony na licencji CC BY-SA 4.0" line on each landing page (preserved |
| HTML snapshots in the source repo; the line also appears in the PDF text). |
| Pre-2022 articles show only the site-wide footer and are excluded — that |
| archive's license status is unresolved. |
|
|
| **Blockers** — none to merge with `release: None`. Before release: NERGAL pass |
| (pattern redaction covers e-mail/labelled-phone only; a 60-record spot check |
| found just DOIs/ORCIDs, but case-study text can hide more) and cross-source text |
| dedup (the 13 exclusions were metadata-level title/DOI matches only). |
|
|
| **Lesson** — the per-article license line kept verbatim in the record text makes |
| the grant self-evidencing in the corpus itself — worth copying for other |
| publishers that stamp each article. |
|
|
| --- |
|
|
| ## sejm_committee_transcripts — Sejm committee full transcripts (terms 9–10) |
|
|
| **Investigated** — 2026-09-18 (review round 2026-09-28). |
|
|
| **Verdict** — `added` (proposed with `release: None`). 653,411 speaker turns / |
| 166.3M `cl100k_base` tokens of spoken multi-party committee discussion — a |
| working register the plenary-only political sources do not cover. |
|
|
| **Enumeration** — api.sejm.gov.pl: `GET /sejm/term{n}/committees` and |
| `.../sittings`, then `.../sittings/{num}/pdf` for the "pelny zapis" transcripts. |
| 9,175 term-9/10 sittings known; 8,658 have a zapis PDF upstream, 455 have none, |
| 62 failed after retries; 7,746 sittings survive joint-sitting dedup. |
|
|
| **License evidence** — official parliamentary materials: Copyright Act art. 4(2) |
| (<https://eli.gov.pl/api/acts/DU/2025/24/text/O/D20250024.pdf>) + Open Data/PSI |
| Act arts. 2(12), 5, 6, 14, 15, 17 |
| (<https://eli.gov.pl/api/acts/DU/2023/1524/text.html>). No CC grant claimed; |
| evidence snapshot in `sejm_committee_transcripts.license-evidence.json`. |
|
|
| **Blockers** — none to merge with `release: None`. Before release: NERGAL pass |
| (454 pattern redactions cover only e-mail/PESEL/NIP/REGON/labelled phone/IBAN; |
| quoted citizens' statements remain), near-dedup vs `dziennik_ustaw`/`eurlex` |
| (embedded statute/print quotations), benchmark-overlap check. |
|
|
| **Lesson** — `pdftotext -layout` + role-anchored speaker labels reconstruct |
| turns well (98.9% of the ASW pilot's audited corrected characters), but it is |
| the pilot comparison that makes the reconstruction auditable — keep that step |
| for future spoken sources. |
|
|
| --- |
|
|
| ## Studia BAS — Kancelaria Sejmu research & public-policy journal (2021–2025) |
|
|
| **Investigated:** 2026-08-29 |
| **Verdict:** `ready` — official open-access transition under **CC BY 3.0 PL** starting with issue **2(66)/2021**; verified per-article license statements and clean born-digital PDF text layer. |
|
|
| Quarterly peer-reviewed journal published by the **Biuro Analiz Sejmowych (BAS)** of the Chancellery of the Sejm (Kancelaria Sejmu). Focuses on public policy, socio-economic research, constitutional and EU law, public finance, and legislative commentary. Provides contemporary, formal academic/policy analysis prose — a critical register bridging official administrative/legal texts and general expository literature without being raw statutory legalese or web crawl. |
|
|
| ### Archive enumeration & fetch route — verified |
|
|
| - **Archive URL:** `https://studiabas.sejm.gov.pl/journal.nsf/pubBAS.xsp?view=12&seria=4&lang=PL` |
| - **Enumeration:** The Lotus Domino / XPages archive portal uses dynamic AJAX updates. Querying issues by year (2021–2025) requires parsing the initial `xspForm` state (`$$viewid`, `$$ajaxid`, `cbYear`) and submitting multipart POST requests. |
| - **PDF Resolution:** Issue records point to download endpoints on `orka.sejm.gov.pl` (either direct issue PDF paths or the download-counting agent `LiczOpen?OpenAgent&<UNID>`). |
| - **WAF / Network:** `studiabas.sejm.gov.pl` is fronted by Imperva WAF, requiring browser-like TLS handshakes (`curl_cffi` impersonating Chrome) for reliable programmatic querying and retrieval. |
|
|
| ### License evidence — verified cutoff from issue 2(66)/2021 |
|
|
| - **Historical cutoff:** Issues 1–65 (prior to 2/2021) were published under traditional all-rights-reserved copyright. |
| - **Open-access grant:** Starting with issue **2(66)/2021** (issue 66), the journal officially transitioned to open access under **Creative Commons Attribution 3.0 Poland (CC BY 3.0 PL / `CC-BY-3.0-PL`)**. |
| - **Dual-gate verification:** Ingestion enforces a hard issue boundary (`issue >= 66`) and additionally validates the presence of the explicit CC BY 3.0 PL statement inside every article PDF (*"Artykuł został udostępniony na licencji Creative Commons – Uznanie Autorstwa 3.0 Polska (CC BY 3.0 PL)"*). Issues or articles lacking this statement fail closed. |
|
|
| ### PDF characteristics, text extraction & non-OCR status |
|
|
| - **Born-digital PDFs (`is_ocr: False`):** Whole-issue PDFs feature high-fidelity digital text layers, not scanned or OCR-derived text. |
| - **Article segmentation:** Multi-article issue PDFs are sliced at article title pages identified via title font size (`max_size >= 12`), registered DOI (`10.31268/StudiaBAS.YYYY.NN`), and the in-PDF CC BY license block. |
| - **Layout normalization:** |
| - Running headers (page numbering, journal title, ISSN `2082-0658`, `studiabas.sejm.gov.pl`) and author affiliation footnote blocks are stripped from the main body. |
| - PDF line-break hyphenation is reconstructed for Polish compounds (e.g. `przedsię-\nbiorców`, `rolno-\n-spożywczy`). |
| - Paragraph breaks are preserved and reconstructed using vertical spacing, indentation, and heading font shifts. |
| - **Polish scope:** Ingestion extracts the Polish title, Polish abstract (*Streszczenie*), Polish keywords (*Słowa kluczowe*), and full Polish article body. Incidental English titles/abstracts (*Abstract*, *Keywords*) in dual-language front matter are excluded from the main text. |
|
|
| ### Observed yield (2021–2025) |
|
|
| - **Extracted articles:** **115 articles** across issues 66 to 81 (2021–2025). |
| - **Retained articles:** **112 articles** after dropping 3 entirely English-language articles. |
| - **Token volume:** ~112 long-form scholarly articles yielding ~0.8–1.2M tokens of dense, high-register Polish analytical prose. |
|
|
| ### Author, affiliation & PII handling |
|
|
| - **Scholarly attribution:** Lead and contributing author names and DOIs are preserved in document metadata (`author`, `doi`, `source_url`) as official academic attribution. |
| - **PII scrubbing:** Author email addresses, ORCID identifiers (`orcid.org/0000-...`), phone numbers, and national identifiers (PESEL, NIP, REGON) appearing in contact blocks or bios are systematically scrubbed and replaced with stable `[PII]` tokens, preserving sentence syntax. |
|
|
| ### Inclusion rationale & quality/bias caveats |
|
|
| - **Inclusion rationale:** High-quality, editorially reviewed policy research and academic discourse with unambiguous CC BY 3.0 PL licensing, permanent DOI provenance, and zero OCR noise. Fills a major gap in formal analytical Polish. |
| - **Quality & bias caveats:** |
| - Institutional focus: Content is oriented toward state policy, parliamentary advisory topics, economics, and legal regulation. |
| - Complex formatting: Rare multi-column tables, statistical charts, or boxed exhibits in PDFs may yield minor layout artifacts or omitted figure captions. |
|
|
| ### Cross-source exact dedup — verified 2026-08-31 |
|
|
| - All 112 released `studia_bas` texts are internally unique. |
| - Full byte-for-byte text comparison against 4,366,651 documents in all 20 |
| other local Parquets found **0 exact-text matches**. |
| - No `studia_bas` record required removal. A future rebuild of |
| `biblioteka_nauki` still needs cross-source dedup because its current upstream |
| catalogue exposes 105 of these articles even though the released local shard |
| does not contain them. |
|
|
| --- |
|
|
| ## open_icm_pl — OPEN ICM open-access publications (pilot) |
|
|
| **Investigated** — 2026-09-10 (review round 2026-09-28). |
|
|
| **Verdict** — `added` (proposed with `release: None`). 85 publications / 2.36M |
| `cl100k_base` tokens — a deterministic 100-record pilot of the OPEN ICM |
| repository (ICM UW). Small on purpose: yields must not be extrapolated to the |
| 6,183 eligible items. |
|
|
| **Enumeration** — official DSpace API (`/server/api/core/items`), fail-closed |
| license/language gate; repository-generated TEXT bitstreams (MD5-verified) |
| fetched after the origin's interactive CAPTCHA. 100 acquired -> 95 after QA -> |
| 85 after removing 10 exact title/DOI matches against `biblioteka_nauki`. |
|
|
| **License evidence** — verified AT THE ORIGIN: per-item `dc.rights` + |
| `dc.rights.uri` in the portal's item metadata (example: "Uznanie autorstwa 3.0 |
| Polska" -> creativecommons.org/licenses/by/3.0/pl/ on |
| <https://open.icm.edu.pl/items/0078ca93-45a5-4bef-912d-297c069ee6ab>, also |
| machine-readable at `/server/api/core/items/0078ca93-...`); 77 of 85 items |
| additionally ship a per-item `license.txt` bitstream (checksum-pinned). |
| Allowlist: CC BY / CC BY-SA only (3.0-PL / 3.0 / 4.0); NC and "dozwolony |
| użytek" rejected. |
|
|
| **Blockers** — none to merge with `release: None`. Before release: NERGAL pass - |
| the residual spot check FOUND one glyph-garbled contact the patterns missed |
| (`JKolbusz @wsiz.rzeszow.pl` in `open_icm_pl_6ec903ca-...`); extraction noise |
| defeats pattern matching, so the model-based scrubber is the real gate. Also |
| cross-source text dedup (the 10 exclusions were metadata-level) and review of |
| quoted third-party passages. |
|
|
| **Lesson** — (1) pattern scrubbers fail on PDF-extraction glyph noise - always |
| spot-check noisy sources, a "0 residual" pattern count is not evidence; (2) |
| CAPTCHA-gated origins are reproducible only via pinned checksums, not re-fetch - |
| say so in the datasheet instead of pretending a before/after can be regenerated. |
|
|
