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 |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 17, 2026, 6:10 p.m.