Triple

T18312409
Position Surface form Disambiguated ID Type / Status
Subject Stubai Valley Railway E438659 entity
Predicate partOf P40 FINISHED
Object Tyrol public transport network
The Tyrol public transport network is the integrated system of regional trains, trams, and buses that provides coordinated public transit services throughout the Austrian state of Tyrol.
E1318027 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: Tyrol public transport network | Statement: [Stubai Valley Railway, partOf, Tyrol public transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tyrol public transport network
Context triple: [Stubai Valley Railway, partOf, Tyrol public transport network]
  • A. 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.
  • B. Innsbruck tram system
    The Innsbruck tram system is the urban light rail network serving the Austrian city of Innsbruck, providing public transportation across the city and surrounding areas.
  • C. Vienna public transport network
    The Vienna public transport network is an extensive, integrated system of metro lines, trams, buses, and suburban trains that provides dense, efficient coverage of Austria’s capital city and its surrounding areas.
  • D. Salzburg trolleybus network
    The Salzburg trolleybus network is an electric public transport system in Salzburg, Austria, known for its extensive zero-emission routes that serve the city and surrounding areas.
  • E. Tyrol regional road network
    The Tyrol regional road network is a system of regional roads in the Austrian state of Tyrol that connects its valleys, towns, and alpine areas to the broader national and transalpine transport routes.
  • 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: Tyrol public transport network
Triple: [Stubai Valley Railway, partOf, Tyrol public transport network]
Generated description
The Tyrol public transport network is the integrated system of regional trains, trams, and buses that provides coordinated public transit services throughout the Austrian state of Tyrol.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tyrol public transport network
Target entity description: The Tyrol public transport network is the integrated system of regional trains, trams, and buses that provides coordinated public transit services throughout the Austrian state of Tyrol.
  • A. 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.
  • B. Innsbruck tram system
    The Innsbruck tram system is the urban light rail network serving the Austrian city of Innsbruck, providing public transportation across the city and surrounding areas.
  • C. Vienna public transport network
    The Vienna public transport network is an extensive, integrated system of metro lines, trams, buses, and suburban trains that provides dense, efficient coverage of Austria’s capital city and its surrounding areas.
  • D. Salzburg trolleybus network
    The Salzburg trolleybus network is an electric public transport system in Salzburg, Austria, known for its extensive zero-emission routes that serve the city and surrounding areas.
  • E. Tyrol regional road network
    The Tyrol regional road network is a system of regional roads in the Austrian state of Tyrol that connects its valleys, towns, and alpine areas to the broader national and transalpine transport routes.
  • 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_69d8b916a2d081909e249e4902f6aad9 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5021a96b48190976273be3ff3e5c6 completed April 19, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03c4bf498c8190ba7ba700ab643c9a completed May 13, 2026, 12:24 a.m.
NEDg Description generation batch_6a03c592f7d0819082d600901da2c2f6 completed May 13, 2026, 12:28 a.m.
NED2 Entity disambiguation (via description) batch_6a03c63ec8c48190bad47d423ab2cfe7 completed May 13, 2026, 12:30 a.m.
Created at: April 10, 2026, 10:36 a.m.