Datasets:

bpalacios
/

text2signed-graph-gold

+---
+license: cc-by-4.0
+task_categories:
+- text-classification
+- token-classification
+language:
+- es
+tags:
+- signed-graphs
+- relation-extraction
+- political-networks
+- text2graph
+- benchmark
+pretty_name: text2signed-graph Gold Standard (Synthetic v2)
+size_categories:
+- n<1K
+---
+# text2signed-graph — Gold Standard (Synthetic v2)
+A synthetic benchmark for **extracting signed political relation graphs from news
+articles**. Each relation is a directed, signed triple between political actors:
+`(actor_u → act_type → actor_v, polarity)`, grounded in an evidence quote.
+Built to evaluate `text2SG` extraction pipelines (NER → entity resolution → relation
+extraction) in a **precision-first** setting, with planted distractors to penalize
+over-extraction.
+## Contents
+| File | Rows | Description |
+|---|---|---|
+| `articles.parquet` | 287 | synthetic news articles (incl. distractors) |
+| `gold.parquet` | 914 | gold signed relations |
+| `split.json` | — | `train` (207) / `test` (75) article split + seed |
+| `unions.json` | — | adjudicated entity unions (alias → canonical actor) |
+### `gold.parquet` schema
+`article_id`, `u_from`, `u_to` (actor ids), `act_type` (e.g. `endorses`, `attacks`,
+`allies_with`, `questions`…), **`polarity`** (`positive` / `negative` / `neutral` — the
+signed edge), `is_reactive`, `issue`, `evidence_quote`, `source` (`planted` / …),
+`n_inclusion_votes`, `dispute_type`.
+### `articles.parquet` schema
+`article_id`, `title`, `body`, `dominio`, `registro`, `medio`, `dureza`,
+**`es_distractor`** (distractor flag), `writer`, `difficulty`.
+## Why synthetic
+Real Chilean political news carry copyright (CC-BY-NC). This synthetic gold reproduces the
+register, difficulty, and structure of real coverage — including **distractor articles and
+near-miss relations** — so it can be shared openly as a reproducible benchmark.
+## Evaluation
+Score a predicted relation set against `gold.parquet` on the `test` split. The reference
+extractor (`id15` / `gemini_champion_v2`) reaches **f0.5 ≈ 0.89** on detection (undirected),
+precision-first. Distractors and `dispute_type` test robustness to over-extraction.
+## Citation
+Part of the **chilean-political-dataset / text2SG** line of work on signed political
+networks (2014–2026). Built by Benjamín Palacios.

articles.parquet ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:33ce3c5a18495cb1ee9adc1c6923fa0613d4a244e8f6f60f9c736ba6140456d8
+size 358504

gold.parquet ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:1551d95a2176355e4387787a23e12cd141e3b33bed76c97e178514aa2c48c16b
+size 29721

split.json ADDED Viewed

	@@ -0,0 +1,289 @@

+{
+ "train": [
+  "SV1-001",
+  "SV1-002",
+  "SV1-004",
+  "SV1-005",
+  "SV1-006",
+  "SV1-007",
+  "SV1-008",
+  "SV1-010",
+  "SV1-012",
+  "SV1-013",
+  "SV1-015",
+  "SV1-016",
+  "SV1-017",
+  "SV1-018",
+  "SV1-021",
+  "SV1-022",
+  "SV1-023",
+  "SV1-024",
+  "SV1-025",
+  "SV1-026",
+  "SV1-027",
+  "SV1-028",
+  "SV1-029",
+  "SV1-031",
+  "SV1-034",
+  "SV1-035",
+  "SV1-037",
+  "SV1-039",
+  "SV1-040",
+  "SV1-042",
+  "SV1-043",
+  "SV1-044",
+  "SV1-047",
+  "SV1-048",
+  "SV1-051",
+  "SV1-052",
+  "SV1-053",
+  "SV1-058",
+  "SV1-059",
+  "SV1-060",
+  "SV1-062",
+  "SV1-063",
+  "SV1-064",
+  "SV1-065",
+  "SV1-066",
+  "SV1-067",
+  "SV1-069",
+  "SV1-070",
+  "SV1-071",
+  "SV1-072",
+  "SV1-073",
+  "SV1-075",
+  "SV1-076",
+  "SV1-077",
+  "SV1-078",
+  "SV1-079",
+  "SV1-080",
+  "SV1-081",
+  "SV1-082",
+  "SV1-083",
+  "SV1-084",
+  "SV1-085",
+  "SV1-086",
+  "SV1-087",
+  "SV1-088",
+  "SV1-089",
+  "SV1-091",
+  "SV1-092",
+  "SV1-093",
+  "SV1-094",
+  "SV1-095",
+  "SV1-096",
+  "SV1-097",
+  "SV1-098",
+  "SV1-101",
+  "SV1-103",
+  "SV1-104",
+  "SV1-105",
+  "SV1-106",
+  "SV1-107",
+  "SV1-108",
+  "SV1-109",
+  "SV1-110",
+  "SV1-113",
+  "SV1-114",
+  "SV1-115",
+  "SV1-117",
+  "SV1-120",
+  "SV1-123",
+  "SV1-125",
+  "SV1-128",
+  "SV1-129",
+  "SV1-130",
+  "SV1-131",
+  "SV1-134",
+  "SV1-135",
+  "SV1-136",
+  "SV1-138",
+  "SV1-139",
+  "SV1-141",
+  "SV1-142",
+  "SV1-144",
+  "SV1-145",
+  "SV1-146",
+  "SV1-148",
+  "SV1-149",
+  "SV1-150",
+  "SV1-152",
+  "SV1-156",
+  "SV1-157",
+  "SV1-158",
+  "SV1-159",
+  "SV1-160",
+  "SV1-161",
+  "SV1-163",
+  "SV1-164",
+  "SV1-165",
+  "SV1-166",
+  "SV1-167",
+  "SV1-168",
+  "SV1-169",
+  "SV1-170",
+  "SV1-171",
+  "SV1-172",
+  "SV1-173",
+  "SV1-174",
+  "SV1-175",
+  "SV1-176",
+  "SV1-179",
+  "SV1-180",
+  "SV1-181",
+  "SV1-182",
+  "SV1-183",
+  "SV1-184",
+  "SV1-186",
+  "SV1-187",
+  "SV1-188",
+  "SV1-190",
+  "SV1-191",
+  "SV1-192",
+  "SV1-193",
+  "SV1-194",
+  "SV1-196",
+  "SV1-197",
+  "SV1-199",
+  "SV1-200",
+  "gen_003",
+  "gen_004",
+  "gen_006",
+  "gen_007",
+  "gen_008",
+  "gen_015",
+  "gen_016",
+  "gen_017",
+  "gen_018",
+  "gen_019",
+  "gen_021",
+  "gen_023",
+  "gen_026",
+  "gen_027",
+  "gen_031",
+  "gen_032",
+  "gen_033",
+  "gen_034",
+  "gen_035",
+  "gen_039",
+  "gen_040",
+  "gen_041",
+  "gen_043",
+  "gen_044",
+  "gen_045",
+  "gen_046",
+  "gen_047",
+  "gen_048",
+  "gen_050",
+  "gen_052",
+  "gen_053",
+  "gen_054",
+  "gen_056",
+  "gen_058",
+  "gen_060",
+  "gen_061",
+  "gen_062",
+  "gen_063",
+  "gen_064",
+  "gen_065",
+  "gen_066",
+  "gen_067",
+  "gen_068",
+  "gen_070",
+  "gen_072",
+  "gen_073",
+  "gen_075",
+  "gen_076",
+  "gen_078",
+  "gen_079",
+  "gen_081",
+  "gen_083",
+  "gen_084",
+  "gen_085",
+  "gen_086",
+  "gen_087",
+  "gen_089",
+  "gen_090",
+  "gen_092",
+  "gen_093",
+  "gen_094"
+ ],
+ "test": [
+  "SV1-003",
+  "SV1-009",
+  "SV1-011",
+  "SV1-014",
+  "SV1-019",
+  "SV1-030",
+  "SV1-032",
+  "SV1-033",
+  "SV1-036",
+  "SV1-038",
+  "SV1-041",
+  "SV1-046",
+  "SV1-049",
+  "SV1-050",
+  "SV1-054",
+  "SV1-055",
+  "SV1-056",
+  "SV1-057",
+  "SV1-061",
+  "SV1-068",
+  "SV1-074",
+  "SV1-090",
+  "SV1-099",
+  "SV1-100",
+  "SV1-102",
+  "SV1-116",
+  "SV1-118",
+  "SV1-121",
+  "SV1-122",
+  "SV1-124",
+  "SV1-126",
+  "SV1-127",
+  "SV1-132",
+  "SV1-133",
+  "SV1-137",
+  "SV1-140",
+  "SV1-143",
+  "SV1-147",
+  "SV1-151",
+  "SV1-153",
+  "SV1-154",
+  "SV1-155",
+  "SV1-162",
+  "SV1-177",
+  "SV1-178",
+  "SV1-185",
+  "SV1-189",
+  "SV1-195",
+  "SV1-198",
+  "gen_001",
+  "gen_002",
+  "gen_005",
+  "gen_009",
+  "gen_010",
+  "gen_011",
+  "gen_012",
+  "gen_013",
+  "gen_014",
+  "gen_020",
+  "gen_022",
+  "gen_029",
+  "gen_042",
+  "gen_049",
+  "gen_051",
+  "gen_055",
+  "gen_057",
+  "gen_059",
+  "gen_069",
+  "gen_071",
+  "gen_074",
+  "gen_077",
+  "gen_080",
+  "gen_082",
+  "gen_088",
+  "gen_091"
+ ],
+ "seed": 42
+}

unions.json ADDED Viewed

The diff for this file is too large to render. See raw diff