Triple
T1482168
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grab |
E30981
|
entity |
| Predicate | brand |
P1500
|
FINISHED |
| Object |
GrabPay
GrabPay is Grab’s digital wallet and mobile payment service used for cashless transactions across transport, food delivery, and everyday purchases in Southeast Asia.
|
E169393
|
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: GrabPay | Statement: [Grab, brand, GrabPay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GrabPay Context triple: [Grab, brand, GrabPay]
-
A.
MobilePay
MobilePay is a popular Nordic mobile payment app that allows users to send and receive money, pay in stores and online, and manage everyday transactions via their smartphones.
-
B.
Google Pay
Google Pay is a digital wallet and online payment platform developed by Google that enables users to make secure contactless payments, in-app purchases, and online transactions using their devices.
-
C.
OVpay
OVpay is the new Dutch nationwide public transport payment system that lets passengers check in and out using contactless bank cards, smartphones, or wearables instead of a dedicated transit card.
-
D.
Venmo
Venmo is a popular U.S.-based mobile payment service that lets users quickly send, receive, and share money with others, often with a social feed component.
-
E.
Samsung Pay
Samsung Pay is a mobile payment and digital wallet service by Samsung that lets users make secure contactless payments using compatible Samsung devices.
- 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: GrabPay Triple: [Grab, brand, GrabPay]
Generated description
GrabPay is Grab’s digital wallet and mobile payment service used for cashless transactions across transport, food delivery, and everyday purchases in Southeast Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GrabPay Target entity description: GrabPay is Grab’s digital wallet and mobile payment service used for cashless transactions across transport, food delivery, and everyday purchases in Southeast Asia.
-
A.
MobilePay
MobilePay is a popular Nordic mobile payment app that allows users to send and receive money, pay in stores and online, and manage everyday transactions via their smartphones.
-
B.
Google Pay
Google Pay is a digital wallet and online payment platform developed by Google that enables users to make secure contactless payments, in-app purchases, and online transactions using their devices.
-
C.
OVpay
OVpay is the new Dutch nationwide public transport payment system that lets passengers check in and out using contactless bank cards, smartphones, or wearables instead of a dedicated transit card.
-
D.
Venmo
Venmo is a popular U.S.-based mobile payment service that lets users quickly send, receive, and share money with others, often with a social feed component.
-
E.
Samsung Pay
Samsung Pay is a mobile payment and digital wallet service by Samsung that lets users make secure contactless payments using compatible Samsung devices.
- 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_69a498fe55a88190ab7f9e40ace88e49 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c6782f088190930d25a56161e2b3 |
completed | March 1, 2026, 11:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad15b1bea08190a1e21ddc15148d3a |
completed | March 8, 2026, 6:22 a.m. |
| NEDg | Description generation | batch_69ad1694bcc48190bf54dca4479a95e7 |
completed | March 8, 2026, 6:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad170694f48190840f08db72d9f315 |
completed | March 8, 2026, 6:28 a.m. |
Created at: March 1, 2026, 8:11 p.m.