Triple

T11278500
Position Surface form Disambiguated ID Type / Status
Subject Bombardier Flexity Outlook E266999 entity
Predicate operator P179 FINISHED
Object Linzer Linien
Linzer Linien is the public transport operator responsible for managing tram and bus services in the Austrian city of Linz.
 E916862 NE FINISHED

How this triple was built (4 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: Linzer Linien | Statement: [Bombardier Flexity Outlook, operator, Linzer Linien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Linzer Linien
Context triple: [Bombardier Flexity Outlook, operator, Linzer Linien]
  • A. Basler Verkehrs-Betriebe
    Basler Verkehrs-Betriebe is the main public transport company of Basel, Switzerland, operating the city’s tram and bus services.
  • B. Vienna Wiener Linien
    Vienna Wiener Linien is the municipal public transport operator in Vienna, Austria, responsible for the city’s extensive tram, bus, and metro networks.
  • C. Salzburg S-Bahn network
    The Salzburg S-Bahn network is a regional suburban rail system serving the city of Salzburg and its surrounding areas, providing frequent commuter connections across the region.
  • D. ÖBB
    ÖBB is Austria’s national railway company, operating most of the country’s passenger and freight train services across domestic and international routes.
  • E. Appenzeller Bahnen (AB)
    Appenzeller Bahnen (AB) is a Swiss railway company that operates regional and mountain rail services in the Appenzell region, connecting rural communities with nearby urban centers.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Linzer Linien
Triple: [Bombardier Flexity Outlook, operator, Linzer Linien]
Generated description
Linzer Linien is the public transport operator responsible for managing tram and bus services in the Austrian city of Linz.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Linzer Linien
Target entity description: Linzer Linien is the public transport operator responsible for managing tram and bus services in the Austrian city of Linz.
  • A. Basler Verkehrs-Betriebe
    Basler Verkehrs-Betriebe is the main public transport company of Basel, Switzerland, operating the city’s tram and bus services.
  • B. Vienna Wiener Linien
    Vienna Wiener Linien is the municipal public transport operator in Vienna, Austria, responsible for the city’s extensive tram, bus, and metro networks.
  • C. Salzburg S-Bahn network
    The Salzburg S-Bahn network is a regional suburban rail system serving the city of Salzburg and its surrounding areas, providing frequent commuter connections across the region.
  • D. ÖBB
    ÖBB is Austria’s national railway company, operating most of the country’s passenger and freight train services across domestic and international routes.
  • E. Appenzeller Bahnen (AB)
    Appenzeller Bahnen (AB) is a Swiss railway company that operates regional and mountain rail services in the Appenzell region, connecting rural communities with nearby urban centers.
  • F. None of above. chosen

Provenance (5 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e967ebb4819080b09ed3cec44e77 completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a0edcd081908547745d16d643ab completed April 19, 2026, 4:59 p.m.
NEDg Description generation batch_69e510f7bec08190989118b6e4a7fa49 completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e5168c8da0819093bf61d8ea5f9e35 completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:31 p.m.