Triple

T14868643
Position Surface form Disambiguated ID Type / Status
Subject Zürich Stadelhofen S-Bahn station E349681 entity
Predicate servedBy P82 FINISHED
Object Zürich S-Bahn line S3
Zürich S-Bahn line S3 is a suburban rail service in the Zürich metropolitan network that connects the city with surrounding regional destinations as part of the integrated public transport system.
E1142388 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: Zürich S-Bahn line S3 | Statement: [Zürich Stadelhofen S-Bahn station, servedBy, Zürich S-Bahn line S3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zürich S-Bahn line S3
Context triple: [Zürich Stadelhofen S-Bahn station, servedBy, Zürich S-Bahn line S3]
  • A. Zürich S-Bahn line S16
    Zürich S-Bahn line S16 is a suburban rail service in the Zürich metropolitan network that connects the city with outlying communities along its route.
  • B. Zürich S-Bahn
    The Zürich S-Bahn is the suburban rail network serving the Zürich metropolitan area, connecting the main station with surrounding cities and regions through frequent, integrated commuter services.
  • C. Zürich S-Bahn line S12
    Zürich S-Bahn line S12 is a suburban rail service in the Zürich metropolitan network that connects the city with surrounding regional destinations as part of the Zürcher Verkehrsverbund (ZVV) system.
  • D. Zürich S-Bahn line S18
    Zürich S-Bahn line S18 is a regional suburban rail service in the Zürich transport network that connects the city with surrounding areas as part of its S-Bahn system.
  • E. S-Bahn Luzern
    S-Bahn Luzern is the suburban rail network serving the Lucerne region in Switzerland, providing frequent regional connections between the city and its surrounding areas.
  • 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: Zürich S-Bahn line S3
Triple: [Zürich Stadelhofen S-Bahn station, servedBy, Zürich S-Bahn line S3]
Generated description
Zürich S-Bahn line S3 is a suburban rail service in the Zürich metropolitan network that connects the city with surrounding regional destinations as part of the integrated public transport system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zürich S-Bahn line S3
Target entity description: Zürich S-Bahn line S3 is a suburban rail service in the Zürich metropolitan network that connects the city with surrounding regional destinations as part of the integrated public transport system.
  • A. Zürich S-Bahn line S16
    Zürich S-Bahn line S16 is a suburban rail service in the Zürich metropolitan network that connects the city with outlying communities along its route.
  • B. Zürich S-Bahn
    The Zürich S-Bahn is the suburban rail network serving the Zürich metropolitan area, connecting the main station with surrounding cities and regions through frequent, integrated commuter services.
  • C. Zürich S-Bahn line S12
    Zürich S-Bahn line S12 is a suburban rail service in the Zürich metropolitan network that connects the city with surrounding regional destinations as part of the Zürcher Verkehrsverbund (ZVV) system.
  • D. Zürich S-Bahn line S18
    Zürich S-Bahn line S18 is a regional suburban rail service in the Zürich transport network that connects the city with surrounding areas as part of its S-Bahn system.
  • E. S-Bahn Luzern
    S-Bahn Luzern is the suburban rail network serving the Lucerne region in Switzerland, providing frequent regional connections between the city and its surrounding areas.
  • 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5776b848190bfe3a06ff261dc31 completed April 15, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69fec870cea08190962434fc2647fd67 completed May 9, 2026, 5:38 a.m.
NEDg Description generation batch_69fec93109c08190a3499e4520e31604 completed May 9, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_69fecc6fa8f88190aa6956e6e2b1f8ab completed May 9, 2026, 5:55 a.m.
Created at: April 10, 2026, 1:55 a.m.