Triple

T5175618
Position Surface form Disambiguated ID Type / Status
Subject Bern–Biel/Bienne railway line E116789 entity
Predicate languageRegionServed P29819 FINISHED
Object German-speaking Switzerland E70155 NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: German-speaking Switzerland | Statement: [Bern–Biel/Bienne railway line, languageRegionServed, German-speaking Switzerland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: German-speaking Switzerland
Context triple: [Bern–Biel/Bienne railway line, languageRegionServed, German-speaking Switzerland]
  • A. German-speaking Switzerland chosen
    German-speaking Switzerland is the predominantly German-language region of Switzerland, encompassing major cities like Zurich and forming the country's largest linguistic and cultural area.
  • B. Deutschschweiz
    Deutschschweiz is the predominantly German-speaking region of Switzerland, encompassing major cities like Zurich, Basel, and Bern and forming the country's largest linguistic and cultural area.
  • C. Switzerland and Austria
    Switzerland and Austria are neighboring Central European countries known for their Alpine landscapes, high living standards, and strong traditions in winter sports and tourism.
  • D. German-speaking Europe
    German-speaking Europe is the cultural and linguistic region of Europe where German is the dominant language, primarily encompassing Germany, Austria, parts of Switzerland, and neighboring areas.
  • E. German-speaking Italy
    German-speaking Italy refers primarily to the autonomous province of South Tyrol and surrounding areas in northern Italy where German is widely spoken and holds official status alongside Italian.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: languageRegionServed
Context triple: [Bern–Biel/Bienne railway line, languageRegionServed, German-speaking Switzerland]
  • A. alsoInLanguageRegion
    Indicates that two or more entities are located within or associated with the same language-defined geographic region.
  • B. languageArea chosen
    Indicates the geographic or cultural region in which a particular language is used or predominantly spoken.
  • C. regionLanguage
    Indicates that a particular language is used or officially recognized within a specific geographic region.
  • D. recognizedRegionalLanguage
    Indicates that a language holds officially recognized status within a specific region or subnational jurisdiction.
  • E. regionOfMajorLanguage
    Indicates the geographic region where a particular language is predominantly spoken or holds major usage.
  • F. None of above.

Provenance (4 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd446140f08190becb93c61158f27f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd797349008190b87ad9d0d3eb667f completed March 20, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed94e269481908118fd1af1fc6a44 completed March 21, 2026, 5:45 p.m.
PD Predicate disambiguation batch_69bd77b529948190b86671ebe43f4734 completed March 20, 2026, 4:37 p.m.
Created at: March 20, 2026, 1:45 p.m.