Triple

T9408277
Position Surface form Disambiguated ID Type / Status
Subject Baden railway station E226640 entity
Predicate partOf P40 FINISHED
Object Aargau transport network
The Aargau transport network is a regional public transportation system in the Swiss canton of Aargau that coordinates and integrates services such as trains, buses, and tariffs across participating operators.
E797305 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: Aargau transport network | Statement: [Baden railway station, partOf, Aargau transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aargau transport network
Context triple: [Baden railway station, partOf, Aargau transport network]
  • A. Geneva suburban rail network
    The Geneva suburban rail network is a regional commuter rail system serving the greater Geneva area, connecting the city with its surrounding suburbs and neighboring regions.
  • B. Zürich public transport network
    The Zürich public transport network is an integrated system of trams, buses, trains, and cableways that provides dense, highly reliable urban and regional transit throughout the city of Zürich and its surroundings.
  • C. Zürich tram network
    The Zürich tram network is an extensive urban light rail system serving the city of Zürich and its suburbs, forming the backbone of the city’s public transportation.
  • D. Swiss transport system
    The Swiss transport system is a highly integrated, efficient, and punctual national network combining rail, road, air, and water transport, renowned for its coordination and coverage across urban and alpine regions.
  • E. Bern–Olten line
    The Bern–Olten line is a major Swiss railway corridor connecting the capital Bern with the important rail hub of Olten, forming part of the country’s primary east–west transit axis.
  • 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: Aargau transport network
Triple: [Baden railway station, partOf, Aargau transport network]
Generated description
The Aargau transport network is a regional public transportation system in the Swiss canton of Aargau that coordinates and integrates services such as trains, buses, and tariffs across participating operators.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aargau transport network
Target entity description: The Aargau transport network is a regional public transportation system in the Swiss canton of Aargau that coordinates and integrates services such as trains, buses, and tariffs across participating operators.
  • A. Geneva suburban rail network
    The Geneva suburban rail network is a regional commuter rail system serving the greater Geneva area, connecting the city with its surrounding suburbs and neighboring regions.
  • B. Zürich public transport network
    The Zürich public transport network is an integrated system of trams, buses, trains, and cableways that provides dense, highly reliable urban and regional transit throughout the city of Zürich and its surroundings.
  • C. Zürich tram network
    The Zürich tram network is an extensive urban light rail system serving the city of Zürich and its suburbs, forming the backbone of the city’s public transportation.
  • D. Swiss transport system
    The Swiss transport system is a highly integrated, efficient, and punctual national network combining rail, road, air, and water transport, renowned for its coordination and coverage across urban and alpine regions.
  • E. Bern–Olten line
    The Bern–Olten line is a major Swiss railway corridor connecting the capital Bern with the important rail hub of Olten, forming part of the country’s primary east–west transit axis.
  • 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_69ca843280488190bc65600e843ef9e6 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd5252b3fc8190b0808a10987728c8 completed April 1, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d107a0bc9c819089f7c422b4222f8e completed April 4, 2026, 12:44 p.m.
NEDg Description generation batch_69d1082f41b48190b8588bb986028f59 completed April 4, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_69d108be82888190b0ec08119cd00b68 completed April 4, 2026, 12:49 p.m.
Created at: March 30, 2026, 7:47 p.m.