Triple

T16482036
Position Surface form Disambiguated ID Type / Status
Subject Bad Ragaz railway station E400343 entity
Predicate fareNetwork P395 FINISHED
Object Tarifverbund Ostwind
Tarifverbund Ostwind is a regional public transport fare network in eastern Switzerland that coordinates tickets and tariffs across multiple transport operators and zones.
E1217414 NE FINISHED

How this triple was built (5 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: Tarifverbund Ostwind | Statement: [Bad Ragaz railway station, fareNetwork, Tarifverbund Ostwind]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tarifverbund Ostwind
Context triple: [Bad Ragaz railway station, fareNetwork, Tarifverbund Ostwind]
  • A. Winde
    Winde is a surname most notably associated with Alan Winde, a South African politician and Premier of the Western Cape.
  • B. Schwartau
    Schwartau is a river in northern Germany that flows through the state of Schleswig-Holstein before joining the Trave.
  • C. Neuer Platz
    Neuer Platz is the central main square of Klagenfurt, Austria, known for its historic buildings and prominent Lindwurm (dragon) fountain.
  • D. Osthoff
    Osthoff is a German-language surname borne by various individuals, including those of notable public and historical prominence.
  • E. Geiselwind
    Geiselwind is a small municipality in the Kitzingen district of Bavaria, Germany, known for its rural setting and proximity to major transport routes like the A3 motorway.
  • 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: Tarifverbund Ostwind
Triple: [Bad Ragaz railway station, fareNetwork, Tarifverbund Ostwind]
Generated description
Tarifverbund Ostwind is a regional public transport fare network in eastern Switzerland that coordinates tickets and tariffs across multiple transport operators and zones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tarifverbund Ostwind
Target entity description: Tarifverbund Ostwind is a regional public transport fare network in eastern Switzerland that coordinates tickets and tariffs across multiple transport operators and zones.
  • A. Winde
    Winde is a surname most notably associated with Alan Winde, a South African politician and Premier of the Western Cape.
  • B. Schwartau
    Schwartau is a river in northern Germany that flows through the state of Schleswig-Holstein before joining the Trave.
  • C. Neuer Platz
    Neuer Platz is the central main square of Klagenfurt, Austria, known for its historic buildings and prominent Lindwurm (dragon) fountain.
  • D. Osthoff
    Osthoff is a German-language surname borne by various individuals, including those of notable public and historical prominence.
  • E. Geiselwind
    Geiselwind is a small municipality in the Kitzingen district of Bavaria, Germany, known for its rural setting and proximity to major transport routes like the A3 motorway.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: fareNetwork
Context triple: [Bad Ragaz railway station, fareNetwork, Tarifverbund Ostwind]
  • A. fareSystem chosen
    Indicates a relationship where a system is used to determine, collect, or manage fares or payments for transportation or similar services.
  • B. fareSystemFeature
    Indicates that a fare system possesses or supports a particular feature, function, or characteristic related to how fares are calculated, managed, or used.
  • C. fareSystemPreviously
    Indicates that a particular fare system existed or was in use at an earlier time relative to another fare system or time period.
  • D. fareIntegration
    Indicates that multiple transportation services or modes share a coordinated fare system, allowing passengers to use a single payment or ticket across them.
  • E. fareSystemUse
    Indicates the use or application of a particular fare system for travel, ticketing, or pricing.
  • F. None of above.

Provenance (6 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_69d883813098819084f5409539723b59 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e03643881908b16ddb9004af5d0 completed April 18, 2026, 7:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00581ebe888190a331974473f1be1a completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a0059473c088190a8c9fc757c0a3ef1 completed May 10, 2026, 10:09 a.m.
NED2 Entity disambiguation (via description) batch_6a005a457868819096e21df6944de0ff completed May 10, 2026, 10:13 a.m.
PD Predicate disambiguation batch_69e22706b0588190a48a951c5211a617 completed April 17, 2026, 12:26 p.m.
Created at: April 10, 2026, 5:13 a.m.