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Release v1.1.20260513 (Layer A)

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README.md CHANGED
@@ -58,19 +58,13 @@ inventors and small teams.
58
 
59
  ## TL;DR
60
 
61
- - **5 450 rows** (v1.2.20260508-r2): 5 000 US Office Actions (filing years
62
- 2011–2017) + **450 EP search reports** (filing years 2014–2020,
63
- IPC-stratified across 23 buckets)
64
- - **22 Parquet shards** in the cases partition, partitioned by
65
- `jurisdiction × filing_year`, plus a `prior_art_index/<jurisdiction>/`
66
- sibling partition (v1.2+) aggregating cross-citations
67
  - Schema: `(case_id, invention, examination, prior_art[], outcome,
68
  provenance)` — see [Schema](#schema) below
69
- - v1.2 additions: `prior_art[].categories[]` for multi-category
70
- ST.14 splits (`XY` → `["X","Y"]`) + `prior_art_index` sibling
71
- partition for cross-citation aggregation
72
  - Two jurisdictions live (US, EP); JP gated on INPIT bulk
73
- credential (申請 sent 2026-05-08)
74
  - License: **CC-BY-4.0** on the curation; underlying patent
75
  documents remain in the public domain
76
  - SHA-256 manifest at `MANIFEST.json` for byte-level
@@ -81,14 +75,14 @@ inventors and small teams.
81
  ```python
82
  from datasets import load_dataset
83
 
84
- # Default config returns both jurisdictions (5 450 rows).
85
  ds = load_dataset("v13s/golden-fto-layer-a", split="train")
86
- print(len(ds)) # 5450
87
 
88
  # Per-jurisdiction configs are also available.
89
  ds_us = load_dataset("v13s/golden-fto-layer-a", "us", split="train")
90
  ds_ep = load_dataset("v13s/golden-fto-layer-a", "ep", split="train")
91
- print(len(ds_us), len(ds_ep)) # 5000, 450
92
 
93
  row = ds[0]
94
  print(row["case_id"]) # e.g. "US-13004847-0"
@@ -159,31 +153,6 @@ Jurisdictions whose source data doesn't expose ST.14 codes
159
  empty. Filter for `len(categories) > 0` to query only ST.14-
160
  exposed rows.
161
 
162
- **Query example — find multi-category citations** (citations
163
- where the examiner cited the same document under both novelty
164
- AND inventive-step grounds):
165
-
166
- ```python
167
- from datasets import load_dataset
168
-
169
- ds_ep = load_dataset("v13s/golden-fto-layer-a", "ep", split="train")
170
-
171
- multi_cat_rows = []
172
- for row in ds_ep:
173
- for ref in row["prior_art"]:
174
- cats = set(ref["categories"])
175
- if {"X", "Y"}.issubset(cats):
176
- multi_cat_rows.append(
177
- (row["case_id"], ref["ref_id"], ref["categories"])
178
- )
179
- print(f"{len(multi_cat_rows)} XY-cited references in EP slice")
180
- # e.g. ("EP-3290023A1-0", "US10721059", ["X", "Y"])
181
- ```
182
-
183
- Without `categories[]` (v1.0.x consumers) you'd see `severity =
184
- "novelty_destroying"` for every XY citation, indistinguishable
185
- from a pure-X citation.
186
-
187
  ### Cross-citation index (v1.2+)
188
 
189
  A sibling partition `prior_art_index/<jurisdiction>/index.parquet`
@@ -260,38 +229,25 @@ etc.) without breaking the schema.
260
  `rejection_*` boolean columns + the citation rows + the ODP
261
  metadata combine into a `LayerATriple` per OA event
262
 
263
- ### EP slice (450 rows, v1.0.2 → v1.2 expansion)
264
 
265
- 1. **EP publications list** auto-curated via IPC-stratified OPS
266
- `published-data/search` queries across 23 (IPC, year-range)
267
- buckets covering G06F (16/17/21/40), H04L67, H04W4, G06Q30,
268
- G06N (3/20), G06V20, A61K (9/39/47), B60W30, B60K35, G05D1,
269
- G01S17, C07K16, C12N15 — filing years 2014–2020. Quality gate
270
- keeps only candidates with ≥ 1 search-phase reg:citation and
271
- ≥ 3 claim-text entries
272
  2. **OPS published-data full-cycle** for biblio + claims
273
  (epodoc/docdb format, kind-suffix fallback for older
274
  publications)
275
  3. **OPS Register service** (`/rest-services/register/publication/
276
  epodoc/{pub}/biblio`) for search-report citations — these
277
  carry the WIPO ST.14 category codes, mapped to `severity` via
278
- the table above and the full multi-character string split
279
- into `categories[]` (v1.2)
280
  4. **Two-endpoint merge per publication**: full-cycle gives the
281
  bibliographic context; the Register service gives the
282
  `prior_art[]` list. Filtered to `@cited-phase == "search"` to
283
  keep the high-signal X/Y/A subset
284
  5. **Triple construction** — same `LayerATriple` shape as the US
285
  slice; `oa_type = "search_report"`, `outcome.final_disposition
286
- = "pending"` for EP rows (a separate legal-status enrichment
287
- path resolves to `granted` / `lapsed_fee` / `withdrawn` in the
288
- live Parallax agent's `priorArtReferences` table; the Layer A
289
- public dataset keeps the conservative default)
290
- 6. **Index reduction (v1.2)** — after the cases shards land, a
291
- `build_index_for_staging` pass walks them once and writes the
292
- `prior_art_index/EP/index.parquet` sibling partition with
293
- per-(ref_id, citing_jurisdiction) `citation_count` +
294
- `severity_distribution` aggregates
295
 
296
  ### Common steps (both slices)
297
 
@@ -311,23 +267,18 @@ The release runner is
311
 
312
  ## Known limitations
313
 
314
- - **Sample size**: 5 450 rows. The full OARD has 4 M+ Office
315
- Actions; ramp-up to 50 K+ US rows is planned alongside JP-slice
316
- landing. The EP slice grew 11 450 (v1.0.2 → v1.2) via
317
- IPC-stratified auto-curation; further expansion gated on OPS
318
- `/claims` 413 attrition handling for long-claim publications.
319
- - **OPS `/claims` 413 attrition (EP curation)**: G06F16 / H04L67
320
- publications with very long claim lists exceed OPS's
321
- `/claims` payload size limit. The curation quality gate
322
- currently drops these candidates rather than partial-fetching,
323
- biasing the EP slice toward pharma/mechanical/control IPCs.
324
  - **Sparse claim text**: The ODP search endpoint returns
325
  bibliographic metadata (title, applicant, IPC) but not full
326
  claim text. Some rows have `invention.claims = []` or
327
  placeholder markers; full claim extraction needs a separate
328
- ODP call (planned).
329
  - **JP not yet shipped**: JP slice gated on INPIT bulk
330
- credential approval (申請 sent 2026-05-08); see
331
  [docs/07-partnerships/inpit-bulk-data-application.md](https://github.com/masterleopold/parallax/blob/main/docs/07-partnerships/inpit-bulk-data-application.md).
332
  - **EP claim ranges**: The Register service embeds claim ranges
333
  in the citation's bibliographic text annotation (`[Y] 5,12`).
@@ -338,18 +289,13 @@ The release runner is
338
  while v1.2+ rows carry `schema_version="1.2"` and populated
339
  `categories[]` (when the source supports ST.14). Filter on
340
  `schema_version` if you need a single-version partition.
341
- - **US `prior_art_index` not yet populated**: The v1.2 sibling
342
- index Parquet currently exists for EP only. US index lands on
343
- the next US re-extract (next weekly cron, Wed 06:00 UTC).
344
  - **EP outcome field is conservative**: Without joining the OPS
345
  legal-status endpoint, `outcome.final_disposition` defaults to
346
- `pending` for EP rows. The live Parallax agent resolves these
347
- via a separate legal-status enrichment path; the public Layer
348
- A dataset keeps the conservative default.
349
- - **US outcome field is conservative**: HUPD-derived outcome
350
- enrichment provides `granted` / `rejected` / `pending` for
351
- ~99 % of US rows (filing 2011-2017); rows beyond HUPD coverage
352
- default to `pending`.
353
 
354
  ## Versioning
355
 
@@ -364,7 +310,7 @@ The HuggingFace dataset repo's git history is the canonical
364
  release ledger. To pin a specific version in your code:
365
 
366
  ```python
367
- ds = load_dataset("v13s/golden-fto-layer-a", revision="v1.2.20260508-r2")
368
  ```
369
 
370
  ## Citation
@@ -378,7 +324,7 @@ If you use this dataset in academic work, please cite:
378
  Freedom-to-Operate Evaluation},
379
  year = 2026,
380
  publisher = {Hugging Face},
381
- version = {{1.2.20260508-r2}},
382
  url = {https://huggingface.co/datasets/v13s/golden-fto-layer-a},
383
  note = {Curated under CC-BY-4.0; underlying patent
384
  data in the public domain}
@@ -396,7 +342,7 @@ If you use this dataset in academic work, please cite:
396
 
397
  ## Contact
398
 
399
- - Curator: **Yoichiro Hara** (Co-Founder & CEO, Vox Technologies / Vox Japan株式会社) — `yo@vox.delivery`
400
  - Org: [Vox](https://huggingface.co/v13s) (HF: `v13s`)
401
  - Source repo: <https://github.com/masterleopold/parallax>
402
  - Issues: <https://github.com/masterleopold/parallax/issues>
 
58
 
59
  ## TL;DR
60
 
61
+ - **5 011 rows** (v1.1.20260513): 5 000 US Office Actions (filing years
62
+ 2011–2017) + 11 EP search reports (filing years 2014–2018)
63
+ - **14 Parquet shards**, partitioned by `jurisdiction × filing_year`
 
 
 
64
  - Schema: `(case_id, invention, examination, prior_art[], outcome,
65
  provenance)` — see [Schema](#schema) below
 
 
 
66
  - Two jurisdictions live (US, EP); JP gated on INPIT bulk
67
+ credential issuance
68
  - License: **CC-BY-4.0** on the curation; underlying patent
69
  documents remain in the public domain
70
  - SHA-256 manifest at `MANIFEST.json` for byte-level
 
75
  ```python
76
  from datasets import load_dataset
77
 
78
+ # Default config returns both jurisdictions (5 011 rows).
79
  ds = load_dataset("v13s/golden-fto-layer-a", split="train")
80
+ print(len(ds)) # 5011
81
 
82
  # Per-jurisdiction configs are also available.
83
  ds_us = load_dataset("v13s/golden-fto-layer-a", "us", split="train")
84
  ds_ep = load_dataset("v13s/golden-fto-layer-a", "ep", split="train")
85
+ print(len(ds_us), len(ds_ep)) # 5000, 11
86
 
87
  row = ds[0]
88
  print(row["case_id"]) # e.g. "US-13004847-0"
 
153
  empty. Filter for `len(categories) > 0` to query only ST.14-
154
  exposed rows.
155
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
156
  ### Cross-citation index (v1.2+)
157
 
158
  A sibling partition `prior_art_index/<jurisdiction>/index.parquet`
 
229
  `rejection_*` boolean columns + the citation rows + the ODP
230
  metadata combine into a `LayerATriple` per OA event
231
 
232
+ ### EP slice (11 rows, new in v1.0.2)
233
 
234
+ 1. **EP publications list** curated from Espacenet IPC searches
235
+ (`G06F`, `H04L`, `A61K`), filing years 2014–2018
 
 
 
 
 
236
  2. **OPS published-data full-cycle** for biblio + claims
237
  (epodoc/docdb format, kind-suffix fallback for older
238
  publications)
239
  3. **OPS Register service** (`/rest-services/register/publication/
240
  epodoc/{pub}/biblio`) for search-report citations — these
241
  carry the WIPO ST.14 category codes, mapped to `severity` via
242
+ the table above
 
243
  4. **Two-endpoint merge per publication**: full-cycle gives the
244
  bibliographic context; the Register service gives the
245
  `prior_art[]` list. Filtered to `@cited-phase == "search"` to
246
  keep the high-signal X/Y/A subset
247
  5. **Triple construction** — same `LayerATriple` shape as the US
248
  slice; `oa_type = "search_report"`, `outcome.final_disposition
249
+ = "pending"` (EP grants land in a separate legal-status
250
+ endpoint, planned for v1.1)
 
 
 
 
 
 
 
251
 
252
  ### Common steps (both slices)
253
 
 
267
 
268
  ## Known limitations
269
 
270
+ - **Sample size**: 5 011 rows are a first cut. The full OARD has
271
+ 4 M+ Office Actions; ramp-up to 50 K+ US rows in v1.1+ is
272
+ planned. The EP slice is intentionally small (11 publications)
273
+ to validate the OPS Register integration end-to-end before
274
+ scaling.
 
 
 
 
 
275
  - **Sparse claim text**: The ODP search endpoint returns
276
  bibliographic metadata (title, applicant, IPC) but not full
277
  claim text. Some rows have `invention.claims = []` or
278
  placeholder markers; full claim extraction needs a separate
279
+ ODP call (planned for v1.1).
280
  - **JP not yet shipped**: JP slice gated on INPIT bulk
281
+ credential approval; see
282
  [docs/07-partnerships/inpit-bulk-data-application.md](https://github.com/masterleopold/parallax/blob/main/docs/07-partnerships/inpit-bulk-data-application.md).
283
  - **EP claim ranges**: The Register service embeds claim ranges
284
  in the citation's bibliographic text annotation (`[Y] 5,12`).
 
289
  while v1.2+ rows carry `schema_version="1.2"` and populated
290
  `categories[]` (when the source supports ST.14). Filter on
291
  `schema_version` if you need a single-version partition.
 
 
 
292
  - **EP outcome field is conservative**: Without joining the OPS
293
  legal-status endpoint, `outcome.final_disposition` defaults to
294
+ `pending` for EP rows. v1.1 will resolve to
295
+ `granted` / `rejected` / `withdrawn`.
296
+ - **US outcome field is conservative**: Without joining USPTO
297
+ PEDS (Patent Examination Data System), the same defaulting
298
+ applies on the US slice.
 
 
299
 
300
  ## Versioning
301
 
 
310
  release ledger. To pin a specific version in your code:
311
 
312
  ```python
313
+ ds = load_dataset("v13s/golden-fto-layer-a", revision="v1.1.20260513")
314
  ```
315
 
316
  ## Citation
 
324
  Freedom-to-Operate Evaluation},
325
  year = 2026,
326
  publisher = {Hugging Face},
327
+ version = {{1.1.20260513}},
328
  url = {https://huggingface.co/datasets/v13s/golden-fto-layer-a},
329
  note = {Curated under CC-BY-4.0; underlying patent
330
  data in the public domain}
 
342
 
343
  ## Contact
344
 
345
+ - Curator: **Yoichiro Hara** (`taisei@vox.delivery`)
346
  - Org: [Vox](https://huggingface.co/v13s) (HF: `v13s`)
347
  - Source repo: <https://github.com/masterleopold/parallax>
348
  - Issues: <https://github.com/masterleopold/parallax/issues>
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