Triple
T7346794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gojek |
E169399
|
entity |
| Predicate | hasService |
P182
|
FINISHED |
| Object |
GoPulsa
GoPulsa is a Gojek service that lets users purchase mobile phone credit and data packages directly through the Gojek app.
|
E659412
|
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: GoPulsa | Statement: [Gojek, hasService, GoPulsa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GoPulsa Context triple: [Gojek, hasService, GoPulsa]
-
A.
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.
-
B.
Talk 'N Text Tropang Texters
Talk 'N Text Tropang Texters is a professional basketball team in the Philippine Basketball Association (PBA), known for its multiple championships and corporate backing by the PLDT group.
-
C.
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.
-
D.
MTN
MTN is the IATA airport code for Martin State Airport, a public airport serving the Baltimore, Maryland area.
-
E.
MTN
MTN is the stock ticker symbol for Vail Resorts, a major operator of ski resorts and mountain recreation properties.
- 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: GoPulsa Triple: [Gojek, hasService, GoPulsa]
Generated description
GoPulsa is a Gojek service that lets users purchase mobile phone credit and data packages directly through the Gojek app.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GoPulsa Target entity description: GoPulsa is a Gojek service that lets users purchase mobile phone credit and data packages directly through the Gojek app.
-
A.
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.
-
B.
Talk 'N Text Tropang Texters
Talk 'N Text Tropang Texters is a professional basketball team in the Philippine Basketball Association (PBA), known for its multiple championships and corporate backing by the PLDT group.
-
C.
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.
-
D.
MTN
MTN is the IATA airport code for Martin State Airport, a public airport serving the Baltimore, Maryland area.
-
E.
MTN
MTN is the stock ticker symbol for Vail Resorts, a major operator of ski resorts and mountain recreation properties.
- 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_69c68a5878888190968ce4d04db8d69f |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f0f0329c8190a0182e3bf62604e5 |
completed | March 27, 2026, 9:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7fa916ac881909acee8184b71dc85 |
completed | March 28, 2026, 3:58 p.m. |
| NEDg | Description generation | batch_69c7fb05966c819089f47be0b9d32cb2 |
completed | March 28, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7fddb63908190a5123ed8d7c9be1f |
completed | March 28, 2026, 4:12 p.m. |
Created at: March 27, 2026, 3:05 p.m.