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i4ds
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swiss-ner

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audio
audio
sentence
string
named_entities
list
entity_types
list
entity_languages
list
Basel liegt an der Grenze zu Deutschland und Frankreich.
[ "Basel", "Deutschland", "Frankreich" ]
[ "City", "Country", "Country" ]
[ "de", "de", "de" ]
Luzern und Zug liegen in der Zentralschweiz.
[ "Luzern", "Zug", "Zentralschweiz" ]
[ "City", "City", "Region" ]
[ "de", "de", "de" ]
Die Universität Freiburg ist zweisprachig.
[ "Universität Freiburg" ]
[ "Organization" ]
[ "de" ]
Lugano grenzt an Italien.
[ "Lugano", "Italien" ]
[ "City", "Country" ]
[ "it", "de" ]
Die Jungfrau liegt im Kanton Bern.
[ "Jungfrau", "Bern" ]
[ "Mountain", "Canton" ]
[ "de", "de" ]
Neuchâtel ist ein Kanton in der Westschweiz.
[ "Neuchâtel", "Westschweiz" ]
[ "Canton", "Region" ]
[ "fr", "de" ]
Lausanne, Genf und Neuchâtel sind frankophone Städte.
[ "Lausanne", "Genf", "Neuchâtel" ]
[ "City", "City", "City" ]
[ "fr", "de", "fr" ]
Morges gehört zum Kanton Waadt.
[ "Morges", "Waadt" ]
[ "City", "Canton" ]
[ "fr", "de" ]
Roger Federer wurde in Basel geboren.
[ "Roger Federer", "Basel" ]
[ "Person", "City" ]
[ "de", "de" ]
Thun liegt im Kanton Bern.
[ "Thun", "Bern" ]
[ "City", "Canton" ]
[ "de", "de" ]
Engelberg liegt in Obwalden.
[ "Engelberg", "Obwalden" ]
[ "Village", "Canton" ]
[ "de", "de" ]
Bellinzona ist die Hauptstadt des Tessin.
[ "Bellinzona", "Tessin" ]
[ "City", "Canton" ]
[ "it", "de" ]
Basel, Bern und Zürich sind grosse Schweizer Städte.
[ "Basel", "Bern", "Zürich" ]
[ "City", "City", "City" ]
[ "de", "de", "de" ]
Henri Dunant gründete das Rote Kreuz in Genf.
[ "Henri Dunant", "Rote Kreuz", "Genf" ]
[ "Person", "Organization", "City" ]
[ "fr", "de", "de" ]
Appenzell und Herisau liegen in der Ostschweiz.
[ "Appenzell", "Herisau", "Ostschweiz" ]
[ "City", "City", "Region" ]
[ "de", "de", "de" ]
Verbier ist ein Skiort im Wallis.
[ "Verbier", "Wallis" ]
[ "Village", "Canton" ]
[ "fr", "de" ]
Der Piz Buin liegt an der Grenze zu Österreich.
[ "Piz Buin", "Österreich" ]
[ "Mountain", "Country" ]
[ "rm", "de" ]
Andermatt liegt in Uri.
[ "Andermatt", "Uri" ]
[ "Village", "Canton" ]
[ "de", "de" ]
Scuol ist ein Kurort in Graubünden.
[ "Scuol", "Graubünden" ]
[ "Village", "Canton" ]
[ "rm", "de" ]
Baden liegt im Kanton Aargau.
[ "Baden", "Aargau" ]
[ "City", "Canton" ]
[ "de", "de" ]
Lausanne liegt am Genfersee.
[ "Lausanne", "Genfersee" ]
[ "City", "Lake" ]
[ "fr", "de" ]
Die Schweiz ist ein Alpenland.
[ "Schweiz", "Alpen" ]
[ "Country", "Region" ]
[ "de", "de" ]
Aarau liegt an der Aare.
[ "Aarau", "Aare" ]
[ "City", "River" ]
[ "de", "de" ]
Piz Bernina ist der höchste Berg Graubündens.
[ "Piz Bernina", "Graubünden" ]
[ "Mountain", "Canton" ]
[ "rm", "de" ]
Winterthur ist die sechstgrösste Stadt der Schweiz.
[ "Winterthur", "Schweiz" ]
[ "City", "Country" ]
[ "de", "de" ]
Martigny liegt im Wallis.
[ "Martigny", "Wallis" ]
[ "City", "Canton" ]
[ "fr", "de" ]
Die SBB betreibt den Zürcher Hauptbahnhof.
[ "SBB", "Zürcher Hauptbahnhof" ]
[ "Organization", "Landmark" ]
[ "de", "de" ]
Alain Berset lebt in Fribourg.
[ "Alain Berset", "Fribourg" ]
[ "Person", "City" ]
[ "fr", "fr" ]
Montreux liegt im Kanton Waadt.
[ "Montreux", "Waadt" ]
[ "City", "Canton" ]
[ "fr", "de" ]
Bern ist die Hauptstadt der Schweiz.
[ "Bern", "Schweiz" ]
[ "City", "Country" ]
[ "de", "de" ]
Die Aare fliesst in den Rhein.
[ "Aare", "Rhein" ]
[ "River", "River" ]
[ "de", "de" ]
Allschwil liegt in Basel-Landschaft.
[ "Allschwil", "Basel-Landschaft" ]
[ "City", "Canton" ]
[ "de", "de" ]
Der Gotthardpass verbindet Uri und Tessin.
[ "Gotthardpass", "Uri", "Tessin" ]
[ "Landmark", "Canton", "Canton" ]
[ "de", "de", "de" ]
Die Kapellbrücke in Luzern ist ein bekanntes Wahrzeichen.
[ "Kapellbrücke", "Luzern" ]
[ "Landmark", "City" ]
[ "de", "de" ]
Das Filmfestival Locarno findet jährlich im Tessin statt.
[ "Filmfestival Locarno", "Tessin" ]
[ "Event", "Canton" ]
[ "de", "de" ]
Die Reuss fliesst durch Luzern.
[ "Reuss", "Luzern" ]
[ "River", "City" ]
[ "de", "de" ]
Simonetta Sommaruga stammt aus dem Kanton Bern.
[ "Simonetta Sommaruga", "Bern" ]
[ "Person", "Canton" ]
[ "de", "de" ]
Mendrisio und Chiasso liegen im Südtessin.
[ "Mendrisio", "Chiasso", "Südtessin" ]
[ "City", "City", "Region" ]
[ "it", "it", "de" ]
Die Rhone fliesst durch den Genfersee.
[ "Rhone", "Genfersee" ]
[ "River", "Lake" ]
[ "fr", "de" ]
Glencore hat seinen Hauptsitz in Baar.
[ "Glencore", "Baar" ]
[ "Company", "City" ]
[ "en", "de" ]
Liestal ist die Hauptstadt von Basel-Landschaft.
[ "Liestal", "Basel-Landschaft" ]
[ "City", "Canton" ]
[ "de", "de" ]
Basel-Stadt ist der kleinste Kanton der Schweiz.
[ "Basel-Stadt", "Schweiz" ]
[ "Canton", "Country" ]
[ "de", "de" ]
Crans-Montana ist ein Skiort im Wallis.
[ "Crans-Montana", "Wallis" ]
[ "Village", "Canton" ]
[ "fr", "de" ]
Die Aare fliesst durch Bern.
[ "Aare", "Bern" ]
[ "River", "City" ]
[ "de", "de" ]
Schwyz ist Namensgeber der Schweiz.
[ "Schwyz", "Schweiz" ]
[ "Canton", "Country" ]
[ "de", "de" ]
Jean-Jacques Rousseau wurde in Genf geboren.
[ "Jean-Jacques Rousseau", "Genf" ]
[ "Person", "City" ]
[ "fr", "de" ]
Wilhelm Tell ist ein Schweizer Nationalheld.
[ "Wilhelm Tell", "Schweiz" ]
[ "Person", "Country" ]
[ "de", "de" ]
Die ETH Zürich und EPFL Lausanne zählen zu den besten Hochschulen.
[ "ETH Zürich", "EPFL Lausanne" ]
[ "Organization", "Organization" ]
[ "de", "fr" ]
Roger Federer ist Fan des FC Basel.
[ "Roger Federer", "FC Basel" ]
[ "Person", "Organization" ]
[ "de", "de" ]
Frauenfeld ist die Hauptstadt des Kantons Thurgau.
[ "Frauenfeld", "Thurgau" ]
[ "City", "Canton" ]
[ "de", "de" ]
Migros und Coop sind grosse Detailhändler in der Schweiz.
[ "Migros", "Coop", "Schweiz" ]
[ "Company", "Company", "Country" ]
[ "fr", "en", "de" ]
Zürich liegt am Zürichsee.
[ "Zürich", "Zürichsee" ]
[ "City", "Lake" ]
[ "de", "de" ]
Die Dufourspitze liegt in den Walliser Alpen.
[ "Dufourspitze", "Walliser Alpen" ]
[ "Mountain", "Region" ]
[ "fr", "de" ]
Einsiedeln liegt im Kanton Schwyz.
[ "Einsiedeln", "Schwyz" ]
[ "Village", "Canton" ]
[ "de", "de" ]
Die Schweiz hat vier offizielle Landessprachen.
[ "Schweiz" ]
[ "Country" ]
[ "de" ]
Teufen liegt in Appenzell Ausserrhoden.
[ "Teufen", "Appenzell Ausserrhoden" ]
[ "Village", "Canton" ]
[ "de", "de" ]
Lauterbrunnen zieht viele Touristen an.
[ "Lauterbrunnen" ]
[ "Village" ]
[ "de" ]
Die Linth fliesst in den Zürichsee.
[ "Linth", "Zürichsee" ]
[ "River", "Lake" ]
[ "de", "de" ]
Nestlé hat seinen Sitz in Vevey im Kanton Waadt.
[ "Nestlé", "Vevey", "Waadt" ]
[ "Company", "City", "Canton" ]
[ "fr", "fr", "de" ]
Basel ist ein Chemie- und Pharma-Zentrum.
[ "Basel" ]
[ "City" ]
[ "de" ]
Murten und Biel liegen im Seeland.
[ "Murten", "Biel", "Seeland" ]
[ "City", "City", "Region" ]
[ "de", "de", "de" ]
Neuhausen am Rheinfall gehört zum Kanton Schaffhausen.
[ "Neuhausen am Rheinfall", "Schaffhausen" ]
[ "City", "Canton" ]
[ "de", "de" ]
Genf und Lausanne liegen am Genfersee.
[ "Genf", "Lausanne", "Genfersee" ]
[ "City", "City", "Lake" ]
[ "de", "fr", "de" ]
St. Gallen und Winterthur liegen in der Ostschweiz.
[ "St. Gallen", "Winterthur", "Ostschweiz" ]
[ "City", "City", "Region" ]
[ "de", "de", "de" ]
Martina Hingis hat fünf Grand-Slam-Titel gewonnen.
[ "Martina Hingis" ]
[ "Person" ]
[ "de" ]
Pilatus überragt Luzern.
[ "Pilatus", "Luzern" ]
[ "Mountain", "City" ]
[ "de", "de" ]
Solothurn liegt an der Aare.
[ "Solothurn", "Aare" ]
[ "City", "River" ]
[ "de", "de" ]
Glarus ist ein Kanton in der Ostschweiz.
[ "Glarus", "Ostschweiz" ]
[ "Canton", "Region" ]
[ "de", "de" ]
Das Matterhorn liegt an der Grenze zwischen der Schweiz und Italien.
[ "Matterhorn", "Schweiz", "Italien" ]
[ "Mountain", "Country", "Country" ]
[ "de", "de", "de" ]
Rapperswil-Jona liegt am Zürichsee.
[ "Rapperswil-Jona", "Zürichsee" ]
[ "City", "Lake" ]
[ "de", "de" ]
Zug ist Stadt und Kanton zugleich.
[ "Zug" ]
[ "City" ]
[ "de" ]
Schaffhausen liegt am Rhein.
[ "Schaffhausen", "Rhein" ]
[ "City", "River" ]
[ "de", "de" ]
Die Jungfraubahn fährt zum Jungfraujoch.
[ "Jungfraubahn", "Jungfraujoch" ]
[ "Organization", "Landmark" ]
[ "de", "de" ]
Das Rütli ist die Wiege der Schweiz.
[ "Rütli", "Schweiz" ]
[ "Landmark", "Country" ]
[ "de", "de" ]
Gruyères ist ein mittelalterliches Städtchen in Freiburg.
[ "Gruyères", "Freiburg" ]
[ "Village", "Canton" ]
[ "fr", "de" ]
Lara Gut gewann eine Goldmedaille für die Schweiz.
[ "Lara Gut", "Schweiz" ]
[ "Person", "Country" ]
[ "de", "de" ]
Zermatt liegt im Wallis am Fusse des Matterhorns.
[ "Zermatt", "Wallis", "Matterhorn" ]
[ "Village", "Canton", "Mountain" ]
[ "de", "de", "de" ]
Brig ist ein wichtiger Bahnhof im Wallis.
[ "Brig", "Wallis" ]
[ "City", "Canton" ]
[ "de", "de" ]
Olten liegt im Kanton Solothurn.
[ "Olten", "Solothurn" ]
[ "City", "Canton" ]
[ "de", "de" ]
Luzern wird von vielen Touristen besucht.
[ "Luzern" ]
[ "City" ]
[ "de" ]
St. Moritz liegt im Engadin.
[ "St. Moritz", "Engadin" ]
[ "City", "Region" ]
[ "de", "de" ]
Die Rhätische Bahn fährt durchs Albulatal.
[ "Rhätische Bahn", "Albulatal" ]
[ "Organization", "Region" ]
[ "de", "de" ]
Delémont ist die Hauptstadt des Kantons Jura.
[ "Delémont", "Jura" ]
[ "City", "Canton" ]
[ "fr", "fr" ]
Bündnerland ist ein anderer Name für Graubünden.
[ "Bündnerland", "Graubünden" ]
[ "Region", "Canton" ]
[ "de", "de" ]
FC Basel spielt im Cup-Final gegen den FC Zürich in Bern.
[ "FC Basel", "FC Zürich", "Bern" ]
[ "Organization", "Organization", "City" ]
[ "de", "de", "de" ]
Locarno liegt am Lago Maggiore.
[ "Locarno", "Lago Maggiore" ]
[ "City", "Lake" ]
[ "it", "it" ]
Bern und Solothurn sind Nachbarkantone.
[ "Bern", "Solothurn" ]
[ "Canton", "Canton" ]
[ "de", "de" ]
Der Eiger und der Mönch stehen neben der Jungfrau.
[ "Eiger", "Mönch", "Jungfrau" ]
[ "Mountain", "Mountain", "Mountain" ]
[ "de", "de", "de" ]
Herisau liegt in Appenzell Ausserrhoden.
[ "Herisau", "Appenzell Ausserrhoden" ]
[ "City", "Canton" ]
[ "de", "de" ]
Die Schweiz hat 26 Kantone.
[ "Schweiz" ]
[ "Country" ]
[ "de" ]
Biel heisst auf Französisch Bienne.
[ "Biel", "Bienne" ]
[ "City", "City" ]
[ "de", "fr" ]
Uster liegt in der Nähe von Zürich.
[ "Uster", "Zürich" ]
[ "City", "City" ]
[ "de", "de" ]
Chur und Davos liegen in Graubünden.
[ "Chur", "Davos", "Graubünden" ]
[ "City", "City", "Canton" ]
[ "de", "de", "de" ]
Der Bodensee liegt teilweise in der Schweiz.
[ "Bodensee", "Schweiz" ]
[ "Lake", "Country" ]
[ "de", "de" ]
Luzern, Bern und Zürich sind deutschsprachige Städte.
[ "Luzern", "Bern", "Zürich" ]
[ "City", "City", "City" ]
[ "de", "de", "de" ]
Biel und Solothurn liegen an der Aare.
[ "Biel", "Solothurn", "Aare" ]
[ "City", "City", "River" ]
[ "de", "de", "de" ]
Soglio gilt als eines der schönsten Dörfer der Schweiz.
[ "Soglio", "Schweiz" ]
[ "Village", "Country" ]
[ "it", "de" ]
Altdorf liegt im Kanton Uri.
[ "Altdorf", "Uri" ]
[ "City", "Canton" ]
[ "de", "de" ]
Schaffhausen grenzt an Deutschland.
[ "Schaffhausen", "Deutschland" ]
[ "City", "Country" ]
[ "de", "de" ]
La Chaux-de-Fonds liegt im Kanton Neuenburg.
[ "La Chaux-de-Fonds", "Neuenburg" ]
[ "City", "Canton" ]
[ "fr", "de" ]
End of preview. Expand in Data Studio

SwissNER-Spoken is a curated collection of 173 short, spoken-style German sentences designed to evaluate Named-Entity Recognition (NER) and Automatic Speech Recognition (ASR) systems on Swiss-specific proper nouns.

Key features

• Focus on Switzerland – Every sentence contains up to three named entities that appear in everyday Swiss contexts: cities, villages, cantons, companies, mountains, lakes, rivers, landmarks, organizations, events and well-known personalities.

• Balanced regional coverage – All 26 Swiss cantons are represented, with entities drawn from German-, French-, Italian- and Romansh-speaking areas.

• Multilingual entity labels – For each entity, the dataset records the language of the name (de, fr, it, rm or en) so models can test language-aware recognition.

• Compact schema – Four CSV columns: 1. text – the sentence in German. 2. named_entities – comma-separated list of the entities in the sentence. 3. entity_types – aligned list of coarse entity classes (e.g. City, Company, Mountain). 4. entity_languages – aligned list of language tags for each entity name.

• ASR-oriented style – Sentences are intentionally short, natural, and pronunciation- friendly, making the corpus ideal for measuring how well speech or text models handle Swiss proper nouns in real-world utterances.

Typical row

"Nestlé hat seinen Sitz in Vevey im Kanton Waadt.", "Nestlé, Vevey, Waadt", "Company, City, Canton", "fr, fr, de"

Use cases

  • Benchmarking NER models on Swiss entities
  • Stress-testing ASR/voice pipelines for pronunciation and transcription accuracy
  • Data augmentation or few-shot prompts for multilingual Swiss NLP tasks
  • Educational demos for Swiss geography, culture and corporate landscape

License

CC-BY-4.0 – attribution required; no additional restrictions.

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