Triple

T22555999
Position Surface form Disambiguated ID Type / Status
Subject S18 line E557683 entity
Predicate operator P179 FINISHED
Object Verkehrsbetriebe Zürichsee und Oberland (VZO) — NE NERFINISHED

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: Verkehrsbetriebe Zürichsee und Oberland (VZO) | Statement: [S18 line, operator, Verkehrsbetriebe Zürichsee und Oberland (VZO)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Verkehrsbetriebe Zürichsee und Oberland (VZO)
Context triple: [S18 line, operator, Verkehrsbetriebe Zürichsee und Oberland (VZO)]
  • A. Verkehrsbetriebe Zürich
    Verkehrsbetriebe Zürich is the municipal public transport operator in Zurich, Switzerland, running the city’s tram, bus, and other urban transit services.
  • B. Zürcher Verkehrsverbund
    Zürcher Verkehrsverbund is the integrated public transport network and fare association for the greater Zurich area, coordinating tickets and services across multiple transport operators.
  • C. Städtische Verkehrsbetriebe Bern
    Städtische Verkehrsbetriebe Bern is the public transport operator responsible for running Bern’s urban bus and tram services in Switzerland’s capital city.
  • D. Zillertaler Verkehrsbetriebe AG
    Zillertaler Verkehrsbetriebe AG is an Austrian transport company that operates public rail and bus services in the Zillertal region of Tyrol.
  • E. Aargau Verkehr AG
    Aargau Verkehr AG is a Swiss public transport company that operates regional rail and tram services in the cantons of Aargau and neighboring areas.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Verkehrsbetriebe Zürichsee und Oberland (VZO)
Target entity description: Verkehrsbetriebe Zürichsee und Oberland (VZO) is a Swiss public transport company that operates regional bus and rail services in the Zürichsee and Oberland regions of the canton of Zurich.
  • A. Verkehrsbetriebe Zürich
    Verkehrsbetriebe Zürich is the municipal public transport operator in Zurich, Switzerland, running the city’s tram, bus, and other urban transit services.
  • B. Zürcher Verkehrsverbund
    Zürcher Verkehrsverbund is the integrated public transport network and fare association for the greater Zurich area, coordinating tickets and services across multiple transport operators.
  • C. Städtische Verkehrsbetriebe Bern
    Städtische Verkehrsbetriebe Bern is the public transport operator responsible for running Bern’s urban bus and tram services in Switzerland’s capital city.
  • D. Zillertaler Verkehrsbetriebe AG
    Zillertaler Verkehrsbetriebe AG is an Austrian transport company that operates public rail and bus services in the Zillertal region of Tyrol.
  • E. Aargau Verkehr AG
    Aargau Verkehr AG is a Swiss public transport company that operates regional rail and tram services in the cantons of Aargau and neighboring areas.
  • F. None of above. chosen

Provenance (2 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_69e11e59db848190b4272ecd2b690ffd completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15f7a4a3c81908fc87f48b6dcbbf7 completed April 29, 2026, 1:31 a.m.
Created at: April 16, 2026, 8:52 p.m.