Triple
T32929709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Touch 'n Go |
E842367
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | contactless smart card payment system |
C4037
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: contactless smart card payment system Context triple: [Touch 'n Go, instanceOf, contactless smart card payment system]
-
A.
contactless smart card fare system
chosen
A contactless smart card fare system is an electronic payment and access control solution for public transportation that uses proximity cards or devices to automatically deduct fares and manage rider accounts when tapped on compatible readers.
-
B.
contactless smart card standard
A contactless smart card standard defines the technical specifications and communication protocols that enable secure, wireless data exchange between smart cards and readers without physical contact.
-
C.
smart card system
A smart card system is an integrated hardware and software infrastructure that uses chip-enabled cards and secure readers to authenticate users, store data, and process transactions electronically.
-
D.
contact-type smart card
A contact-type smart card is a plastic card with an embedded integrated circuit chip that must physically connect to a reader via metallic contacts to securely store, process, and exchange data for applications like payments and identification.
-
E.
smartcard
A smartcard is a portable, tamper-resistant card containing an embedded microchip that securely stores and processes data for identification, authentication, and transaction purposes.
- F. None of above.
Provenance (1 batch)
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_69f34948adfc8190a937f1f622783c0b |
completed | April 30, 2026, 12:21 p.m. |
Created at: May 1, 2026, 1:20 a.m.