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[ { "audit_id": "manual-tsv-train", "decision": "accept", "label": "org.ent.pressagency.keystone", "start": 239, "status": "verified", "stop": 247 } ]
1992-10-15T00:00:00
arbeitgeber-1992-10-15-a-i0004#match-0
[ { "entity_family": "pressagency", "label": "org.ent.pressagency.keystone", "start": 239, "stop": 247, "surface": "Keystone", "token_start": 34, "token_stop": 35 } ]
arbeitgeber-1992-10-15-a-i0004#match-0
de
arbeitgeber
[]
mediaagencies-jsonl-v0.2
train
Eurolex 1076 1079 1081 1082 Sessionsschluss in Bern Eurolex unter Dach Arbeitsrechtliche Umschau Lohnfortzahlung bei Krankheit und Schwangerschaft (Art. 324a OR) Für die Dokumentation Landesindex der Konsumentenpreise (Umschlagbild: Keystone Press AG) sa 1046 Schweizerische Arbeitgeber-Zeitung 42 15. Oktober 19...
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unicode-word-punctuation-v1
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1,992
null
1868-09-08T00:00:00
avenirgdl-1868-09-08-a-i0013
[]
avenirgdl-1868-09-08-a-i0013
fr
avenirgdl
[]
mediaagencies-jsonl-v0.2
train
Dépôt de fourneaux de fayence chez JEAN BARTH à Luxembourg. Il se recommande pour son grand assortiment d'appareils de chauffape, tel que fourneaux de fayence, tout ce qui est de plus nouveaux, calorifères pour petits et grands établissements, cheminées à feu ouvert, cuisinières Godin-Lemaire, buanderie à robinets, pom...
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unicode-word-punctuation-v1
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null
1869-09-20T00:00:00
avenirgdl-1869-09-20-a-i0002
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avenirgdl-1869-09-20-a-i0002
fr
avenirgdl
[]
mediaagencies-jsonl-v0.2
train
DERNIÈRES NOUVELLES Toujours bonnes nouvelles de Saint- Cloud. Les consultations en dehors du service médical ordinaire ont complètement cessé. Une dépêche de Madrid de l'agence Havas assure que la candidature du chic de Gênes gagne du terrain parmi les progressistes et les démocrates. D'après Ylrurac-Bat, le duc de Mo...
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unicode-word-punctuation-v1
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1,869
null
1871-04-27T00:00:00
avenirgdl-1871-04-27-a-i0005
[]
avenirgdl-1871-04-27-a-i0005
fr
avenirgdl
[]
mediaagencies-jsonl-v0.2
train
DERNIERES NOUVELLES. Paris, 25 avril. 8 h. matin. Une reconnaissance a été faite hier de Vanves dans les environs de Châtillon. Les Versaillais ont établi une nouvelle batterie à 500 mètres au-deesous du plateau. Des engagements ont eu lieu du côté de Billancourt, sans résultat appréciable. L'ordre a été donné de cesse...
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unicode-word-punctuation-v1
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1905-10-21T00:00:00
BGJO-1905-10-21-a-i0069#match-0
[]
BGJO-1905-10-21-a-i0069#match-0
en
BGJO
[ "reviewed_negative_snippet" ]
mediaagencies-jsonl-v0.2
train
WOOD NOTES AND KICKS. Football Scores.—Blackwood United v. New bridge, at Newbridge. Result, Newbridge, 3 pa., Blackwood, nil. Crusaders v. Brynmawr, at Blackwood. Result, Brynmawr, 3 pta., Blackwood, 3 pts. —:o: Quite a number of spectators gained admission
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unicode-word-punctuation-v1
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1905-10-28T00:00:00
BGJO-1905-10-28-a-i0006#match-0
[]
BGJO-1905-10-28-a-i0006#match-0
en
BGJO
[ "reviewed_negative_snippet" ]
mediaagencies-jsonl-v0.2
train
RESULT:- Aberbargoed 3O pta Victoria nil The game was one well worth seeing, although the score seems to indicate a one-sided game. Such was not altogether the case. The visitors played a plucky game to the end. Their captain, T. White, was at times really brilliant. The superiority of the home backs was apparent from ...
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unicode-word-punctuation-v1
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[ { "audit_id": "existing-spans-org-ent-pressagency-tass", "decision": "reject", "label": "org.ent.pressagency.tass", "start": 113, "status": "verified", "stop": 117 } ]
1902-02-22T00:00:00
BKNW-1902-02-22-a-i0109#match-0
[]
BKNW-1902-02-22-a-i0109#match-0
en
BKNW
[]
mediaagencies-jsonl-v0.2
train
of her subjecia—At the conclusion of the lecture, Mr. A, T. Harding, the okukirman, w a lic tarty v was ote y of tasz and o krli Mtn. Phillipa passed amid applause. BROM BOROUGH POOL Monist linitormairr Sooretir:—A team from the members of this society}moneyed to (hovestreet Billiard Hall on Thmeday evening to try eose...
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unicode-word-punctuation-v1
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1,902
null
1905-05-27T00:00:00
BKNW-1905-05-27-a-i0015#match-0
[ { "entity_family": "pressagency", "label": "org.ent.pressagency.ddp-dapd", "start": 162, "stop": 166, "surface": "daPd", "token_start": 33, "token_stop": 34 } ]
BKNW-1905-05-27-a-i0015#match-0
en
BKNW
[]
mediaagencies-jsonl-v0.2
train
the question of the eesierinitial taxation 01. food is submitted to a Colonial Conference. • • • • An art oennoissetir, named Le Centaur, eebd We wife were Pegld daPd tr ll o 7 in timer studio in Brookartseek in, Weetend, having been asphyxiated
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unicode-word-punctuation-v1
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1905-09-22T00:00:00
BLHD-1905-09-22-a-i0012#match-0
[ { "entity_family": "pressagency", "label": "org.ent.pressagency.telegraphen-union", "start": 46, "stop": 48, "surface": "tu", "token_start": 7, "token_stop": 8 } ]
BLHD-1905-09-22-a-i0012#match-0
en
BLHD
[]
mediaagencies-jsonl-v0.2
train
PEARSONS' ART POTTERY STORES Arc acknowledged tu be the Finest in the North of England. Call and see the LARGE DISPLAY of ART POTTERY & CHINA, suitable for Presents of all kinds. Great Variety of TEA and DINNER SETS, TOILET and TRINKET SETS, VASES, FANCY GOODS, etc. PRICES TO SUIT ALL THE
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unicode-word-punctuation-v1
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1,905
null
1902-07-15T00:00:00
buergerbeamten-1902-07-15-a-i0007
[]
buergerbeamten-1902-07-15-a-i0007
de
buergerbeamten
[]
mediaagencies-jsonl-v0.2
train
Was in der Welt vorgeht. Ausland=Nachrichten. Frankreich. Die Regierung ist ernstlich gewillt, gegen die Orden das Gesetz anzuwenden. Deshalb hat dieselbe die Ordensanstalten zu schließen angeordnet, die auch die ihnen di« zum 1 Januar diese« Jahre« verlängerte Frist, sich dem Gesetze anzupassen, unbenutzt haben ver- s...
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unicode-word-punctuation-v1
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1,902
null
1904-06-02T00:00:00
buergerbeamten-1904-06-02-a-i0003
[]
buergerbeamten-1904-06-02-a-i0003
de
buergerbeamten
[]
mediaagencies-jsonl-v0.2
train
Sprechsaal. (Ueber bie unter dieser Rubrik erscheinenden Korrespondenzen übernimmt die Redaktion keine Verantwortlichkeit.) Luxemburg, 1. Juni 1904. Herr Redakteur, Da haben di« Wähler der reaktionären Partei d 6 Hin. Prüm schwer heimgeleuchtet und ihr eine Niederlage bereuet, von der fie ftch sobald nicht mehr erholen...
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unicode-word-punctuation-v1
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1,904
null
1904-06-14T00:00:00
buergerbeamten-1904-06-14-a-i0011
[]
buergerbeamten-1904-06-14-a-i0011
de
buergerbeamten
[]
mediaagencies-jsonl-v0.2
train
Nachrichten aus dem Großherzogtum. Dommeldinge«, 13. Juni. (Ertrnnlen.) Der 19jährige Fuy.lnechl des tttchtttncn Hrr. Nennig von hier nahm am Eam tag Abend gegen 9 Uhr ein Bad >n der Atyett« zwischen der Dommeldinger Brücke itnbty. figer Sö rnelz. Da das Wasser an dieser Stelle zwei Met« tief ift und derselbe nicht gut...
[ 11, 15, 19, 33, 34, 46, 47, 48, 51, 52, 57, 58, 60, 69, 70, 71, 75, 78, 85, 89, 90, 96, 100, 112, 116, 117, 124, 128, 133, 138, 141, 145, 149, 155, 161, 163, 167, 171, 175, 177, 178, 182, 189, 190, 199, 203, 216, 223, 23...
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...
[ 0, 12, 16, 20, 33, 35, 46, 47, 49, 51, 53, 57, 59, 60, 69, 70, 72, 76, 78, 86, 89, 90, 97, 101, 113, 116, 118, 125, 129, 134, 139, 142, 146, 150, 156, 162, 164, 168, 172, 176, 177, 179, 183, 189, 191, 200, 204, 217, 224,...
unicode-word-punctuation-v1
[ "Nachrichten", "aus", "dem", "Großherzogtum", ".", "Dommeldinge", "«", ",", "13", ".", "Juni", ".", "(", "Ertrnnlen", ".", ")", "Der", "19", "jährige", "Fuy", ".", "lnechl", "des", "tttchtttncn", "Hrr", ".", "Nennig", "von", "hier", "nahm", "am", "Eam", ...
1,904
null
1905-05-13T00:00:00
buergerbeamten-1905-05-13-a-i0009
[]
buergerbeamten-1905-05-13-a-i0009
de
buergerbeamten
[]
mediaagencies-jsonl-v0.2
train
Heiraten. Vom 12. April. Palricin« Eaffinetti, Handarbeiter an« Italien mit Maria Oilfon, Wäattnii, Cri«pien»berg. — 22. Florenz Mütter, Platlenleger, Rollingeiginnb mit Margarete Merlz Sichengruud. — 26. Pcler Zeinut, Ackerer, Hirchberg mil Lacharm« Reuter, Kirch« berg.
[ 8, 9, 13, 16, 17, 23, 24, 33, 34, 45, 46, 59, 62, 63, 71, 75, 81, 88, 89, 98, 99, 103, 104, 108, 109, 113, 114, 116, 119, 120, 128, 135, 136, 149, 150, 165, 169, 179, 185, 197, 198, 200, 203, 204, 210, 217, 218, 226, 227...
[ "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "...
[ 0, 8, 10, 14, 16, 18, 23, 25, 33, 35, 45, 47, 60, 62, 64, 72, 76, 82, 88, 90, 98, 100, 103, 104, 108, 109, 113, 115, 117, 119, 121, 129, 135, 137, 149, 151, 166, 170, 180, 186, 197, 199, 201, 203, 205, 211, 217, 219, 226...
unicode-word-punctuation-v1
[ "Heiraten", ".", "Vom", "12", ".", "April", ".", "Palricin", "«", "Eaffinetti", ",", "Handarbeiter", "an", "«", "Italien", "mit", "Maria", "Oilfon", ",", "Wäattnii", ",", "Cri", "«", "pien", "»", "berg", ".", "—", "22", ".", "Florenz", "Mütter", ",", ...
1,905
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Impresso Media Sources Dataset

Curated token-classification data for news-agency and radio-station mentions in Impresso historical newspaper text.

The v0.1 data is derived from the legacy French/German HIPE-style news-agency annotations, converted to JSONL, manually reviewed against the current model's dev/test disagreements, and updated according to annotation guidelines v2.0. The current guidelines annotate every explicit canonical media-source organization mention, not only source-attribution uses.

Files

data/train.jsonl
data/validation.jsonl
data/test.jsonl
label_map.json
DATASET_STATISTICS.md

DATASET_STATISTICS.md is a generated, human-readable release report with split sizes, token and mention totals, language and entity-family distributions, date and newspaper coverage, per-label frequencies, and the train/validation/test document-overlap check.

Each JSONL row represents one document/article. The published data/*.jsonl files intentionally use a compact training schema rather than the full converted HIPE payload, so they are easy to load with datasets and inspect in the Hub viewer:

  • id, language, newspaper, date, year, document_id
  • text
  • tokens
  • token_start_offsets, token_end_offsets
  • token_labels
  • entities
  • quality_flags
  • legacy

The canonical annotations are the BIO labels in token_labels plus the resolved span records in entities. The row-level legacy object is only for tracing back to the converted HIPE source and may contain source_format and source_file.

Important metadata fields:

  • newspaper: source newspaper/media identifier from the original annotation metadata, for example DTT.
  • legacy.source_format: original annotation format, for example hipe-tsv.
  • legacy.source_file: original converted annotation file, for example data/annotated_data/de/newsagency-data-dev-de.tsv.
  • quality_flags: non-fatal import or curation warnings. has_forbidden_legacy_labels means the original row contained labels excluded by the current label policy, such as unk, unresolved ag, or pers.ind.articleauthor; these labels were removed from the trainable annotation.
  • entities[].wikidata_url: canonical Wikidata URL when available. Raw NEL/QID provenance is not part of the public training contract.
  • entities[].ocr_correction: optional object present only when OCR/transcript evidence corrected the visible entity surface.
  • Public entities[] do not include synthetic entity IDs. If a stable entity reference is needed, derive it from row id, character offsets, and label.

Fields intentionally excluded from the public training rows:

  • token_nel, token_ocr, token_render, token_segment_ids: token-level HIPE side channels used for conversion/debugging, not model training.
  • token_label_ids: integer labels are derived from token_labels and label_map.json by training code when needed.
  • segments: segment and IIIF metadata; useful for traceability, too large for the primary training table.
  • sentences: derived sentence spans; redundant for current token-window training.
  • legacy.news_agency_as_source: thesis-era document-level source-attribution provenance. It mixes QIDs with sentinels such as _, unk, and NIL, and is not part of the current annotation target.
  • entities[].entity_id, entities[].nel, entities[].normalized_surface, entities[].has_ocr_correction, entities[].max_ocr_levenshtein, entities[].label_original, and entities[].status: legacy normalization/linking/OCR/audit fields. The current label is entities[].label; current entity links use entities[].wikidata_url; compact OCR corrections use entities[].ocr_correction.

Workbench/audit artifacts such as curation operation files, TSV materializations, tokenization migration reports, and model-specific quality diagnostics are intentionally not part of the Hugging Face dataset payload.

Loading

from datasets import load_dataset

dataset = load_dataset(
    "impresso-project/impresso-mediaagencies-ner-dataset",
    data_files={
        "train": "data/train.jsonl",
        "validation": "data/validation.jsonl",
        "test": "data/test.jsonl",
    },
)

Label Policy

Trainable labels use two namespaces:

  • org.ent.pressagency.<canonical_id>
  • org.ent.radiostation.<canonical_id>

Forbidden legacy labels such as unk, unresolved bare ag, org.ent.pressagency.ag, and pers.ind.articleauthor are excluded from the trainable label space.

The source copy of this card lives in the workbench. Publishing scripts copy it into the Hugging Face dataset repository.

License

License metadata is set to other until the final redistribution terms for the converted annotations and Impresso text snippets are confirmed.

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