Triple

T23533164
Position Surface form Disambiguated ID Type / Status
Subject Mass Rapid Transit (MRT) network of Singapore E576622 entity
Predicate ticketingSystem P3383 FINISHED
Object SimplyGo
SimplyGo is Singapore’s contactless, account-based fare payment system that lets commuters use bank cards and mobile wallets directly on public transport without needing separate transit cards.
E1591770 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: SimplyGo | Statement: [Mass Rapid Transit (MRT) network of Singapore, ticketingSystem, SimplyGo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SimplyGo
Context triple: [Mass Rapid Transit (MRT) network of Singapore, ticketingSystem, SimplyGo]
  • A. WeGo Star
    WeGo Star is a commuter rail service operating in the Nashville, Tennessee metropolitan area, providing passenger rail connections between downtown Nashville and surrounding communities.
  • B. Surface Go
    Surface Go is a compact, lightweight 2-in-1 Windows tablet-laptop hybrid designed by Microsoft for portability and everyday productivity.
  • C. Quickway
    Quickway is a major limited-access highway corridor in New York State that carries much of the traffic of NY Route 17 and forms a key east–west route across the southern part of the state.
  • D. There U Go
    "There U Go" is an R&B song by Johnny Gill featured on the soundtrack of the 1992 romantic comedy film *Boomerang*.
  • E. U-Go Mobility
    U-Go Mobility is a public transport operator that runs bus services in and around Hurstville, a suburb in southern Sydney, Australia.
  • 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: SimplyGo
Triple: [Mass Rapid Transit (MRT) network of Singapore, ticketingSystem, SimplyGo]
Generated description
SimplyGo is Singapore’s contactless, account-based fare payment system that lets commuters use bank cards and mobile wallets directly on public transport without needing separate transit cards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SimplyGo
Target entity description: SimplyGo is Singapore’s contactless, account-based fare payment system that lets commuters use bank cards and mobile wallets directly on public transport without needing separate transit cards.
  • A. WeGo Star
    WeGo Star is a commuter rail service operating in the Nashville, Tennessee metropolitan area, providing passenger rail connections between downtown Nashville and surrounding communities.
  • B. Surface Go
    Surface Go is a compact, lightweight 2-in-1 Windows tablet-laptop hybrid designed by Microsoft for portability and everyday productivity.
  • C. Quickway
    Quickway is a major limited-access highway corridor in New York State that carries much of the traffic of NY Route 17 and forms a key east–west route across the southern part of the state.
  • D. There U Go
    "There U Go" is an R&B song by Johnny Gill featured on the soundtrack of the 1992 romantic comedy film *Boomerang*.
  • E. U-Go Mobility
    U-Go Mobility is a public transport operator that runs bus services in and around Hurstville, a suburb in southern Sydney, Australia.
  • 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_69e245f5a8848190a2ba42e271c6c31f completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f1ac79800081908907bce55b9c68cf completed April 29, 2026, 7 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf57c8088190bd78e9e6b99ddb46 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce35a16a08190969f6811be7e471c completed May 19, 2026, 10:25 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce4d4321c8190af0fe04f728c4f67 completed May 19, 2026, 10:31 p.m.
Created at: April 17, 2026, 6:10 p.m.