Triple

T16015021
Position Surface form Disambiguated ID Type / Status
Subject CityCat E388442 entity
Predicate fareSystem P395 FINISHED
Object Translink integrated ticketing
Translink integrated ticketing is a unified public transport payment system in South East Queensland, Australia, allowing passengers to use a single ticket or smart card across multiple modes of transport.
E1190230 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: Translink integrated ticketing | Statement: [CityCat, fareSystem, Translink integrated ticketing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Translink integrated ticketing
Context triple: [CityCat, fareSystem, Translink integrated ticketing]
  • A. TransLink card
    The TransLink card was a contactless smart card used for fare payment on public transit systems in the San Francisco Bay Area before being succeeded by the Clipper card.
  • B. Translink
    Translink is Northern Ireland’s main public transport operator, running bus and rail services across the region including in Belfast.
  • C. TransLink
    TransLink was the original name of the San Francisco Bay Area’s regional contactless transit fare payment system, later rebranded as the Clipper card.
  • D. TransLink
    TransLink is the regional transportation authority that plans, manages, and operates public transit and related transportation services across Metro Vancouver, British Columbia.
  • E. Myki Pass
    Myki Pass is a prepaid, time-based public transport ticket used for unlimited travel within selected zones on Victoria’s Myki system.
  • 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: Translink integrated ticketing
Triple: [CityCat, fareSystem, Translink integrated ticketing]
Generated description
Translink integrated ticketing is a unified public transport payment system in South East Queensland, Australia, allowing passengers to use a single ticket or smart card across multiple modes of transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Translink integrated ticketing
Target entity description: Translink integrated ticketing is a unified public transport payment system in South East Queensland, Australia, allowing passengers to use a single ticket or smart card across multiple modes of transport.
  • A. TransLink card
    The TransLink card was a contactless smart card used for fare payment on public transit systems in the San Francisco Bay Area before being succeeded by the Clipper card.
  • B. Translink
    Translink is Northern Ireland’s main public transport operator, running bus and rail services across the region including in Belfast.
  • C. TransLink
    TransLink was the original name of the San Francisco Bay Area’s regional contactless transit fare payment system, later rebranded as the Clipper card.
  • D. TransLink
    TransLink is the regional transportation authority that plans, manages, and operates public transit and related transportation services across Metro Vancouver, British Columbia.
  • E. Myki Pass
    Myki Pass is a prepaid, time-based public transport ticket used for unlimited travel within selected zones on Victoria’s Myki system.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18293ec1081909248e366967850c0 completed April 17, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf284fa481909b571d1bf107fca4 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfb02b208190b961b525a29b02a5 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd8e7b94c819093bc23288900df33 completed May 10, 2026, 1:01 a.m.
Created at: April 10, 2026, 4:55 a.m.