Triple

T18412754
Position Surface form Disambiguated ID Type / Status
Subject A Re Yeng BRT Church Square station E441802 entity
Predicate fareSystem P395 FINISHED
Object A Re Yeng fare system
A Re Yeng fare system is the electronic ticketing and payment system used for accessing and paying for rides on the A Re Yeng bus rapid transit network in Pretoria, South Africa.
E1322759 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: A Re Yeng fare system | Statement: [A Re Yeng BRT Church Square station, fareSystem, A Re Yeng fare system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A Re Yeng fare system
Context triple: [A Re Yeng BRT Church Square station, fareSystem, A Re Yeng fare system]
  • A. Pace fare system
    The Pace fare system is the payment and ticketing system used by Pace, the suburban bus division serving the Chicago metropolitan area.
  • B. Keihan fare system
    The Keihan fare system is the ticketing and pricing structure used across the Keihan Electric Railway network in the Kansai region of Japan.
  • C. Ride On bus system
    Ride On bus system is a local public bus network serving communities throughout Montgomery County, Maryland, providing intra-county transportation and connections to regional transit services.
  • D. Breng fare system
    The Breng fare system is a regional public transport ticketing and pricing scheme used for buses and other transit services in the Breng network area of the Netherlands.
  • E. VBB fare system
    The VBB fare system is the integrated public transport tariff network covering Berlin and the surrounding Brandenburg region, allowing seamless travel across multiple transport operators and zones with unified tickets.
  • 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: A Re Yeng fare system
Triple: [A Re Yeng BRT Church Square station, fareSystem, A Re Yeng fare system]
Generated description
A Re Yeng fare system is the electronic ticketing and payment system used for accessing and paying for rides on the A Re Yeng bus rapid transit network in Pretoria, South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A Re Yeng fare system
Target entity description: A Re Yeng fare system is the electronic ticketing and payment system used for accessing and paying for rides on the A Re Yeng bus rapid transit network in Pretoria, South Africa.
  • A. Pace fare system
    The Pace fare system is the payment and ticketing system used by Pace, the suburban bus division serving the Chicago metropolitan area.
  • B. Keihan fare system
    The Keihan fare system is the ticketing and pricing structure used across the Keihan Electric Railway network in the Kansai region of Japan.
  • C. Ride On bus system
    Ride On bus system is a local public bus network serving communities throughout Montgomery County, Maryland, providing intra-county transportation and connections to regional transit services.
  • D. Breng fare system
    The Breng fare system is a regional public transport ticketing and pricing scheme used for buses and other transit services in the Breng network area of the Netherlands.
  • E. VBB fare system
    The VBB fare system is the integrated public transport tariff network covering Berlin and the surrounding Brandenburg region, allowing seamless travel across multiple transport operators and zones with unified tickets.
  • 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e51a259c1c819094e710bb4a7ace75 completed April 19, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e24be008819083d4ab019e8c66a6 completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e7a576b881908267669e3ed394cf completed May 13, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_6a03e8046c188190b860addd21ee8346 completed May 13, 2026, 2:55 a.m.
Created at: April 10, 2026, 10:47 a.m.