Triple
T7346795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gojek |
E169399
|
entity |
| Predicate | hasService |
P182
|
FINISHED |
| Object |
GoBills
GoBills is a bill payment service within the Gojek ecosystem that lets users conveniently pay various recurring bills through the Gojek app.
|
E659413
|
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: GoBills | Statement: [Gojek, hasService, GoBills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GoBills Context triple: [Gojek, hasService, GoBills]
-
A.
WePay
WePay is an online payment services company that provides integrated payment processing solutions for platforms, marketplaces, and software providers.
-
B.
Payment Management
Payment Management is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service responsible for overseeing and executing federal government payment operations and related services.
-
C.
Billing
Billing is the surname of Noel Pemberton Billing, a notable early 20th-century British aviation pioneer, inventor, and politician.
-
D.
Finance Bill (India)
The Finance Bill (India) is a key legislative proposal introduced annually in Parliament to give legal effect to the government's financial proposals, including taxation changes and budgetary measures, for the upcoming fiscal year.
-
E.
Paymer
Paymer is a surname most notably associated with American character actor David Paymer, known for his extensive work in film and television.
- 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: GoBills Triple: [Gojek, hasService, GoBills]
Generated description
GoBills is a bill payment service within the Gojek ecosystem that lets users conveniently pay various recurring bills through the Gojek app.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GoBills Target entity description: GoBills is a bill payment service within the Gojek ecosystem that lets users conveniently pay various recurring bills through the Gojek app.
-
A.
WePay
WePay is an online payment services company that provides integrated payment processing solutions for platforms, marketplaces, and software providers.
-
B.
Payment Management
Payment Management is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service responsible for overseeing and executing federal government payment operations and related services.
-
C.
Billing
Billing is the surname of Noel Pemberton Billing, a notable early 20th-century British aviation pioneer, inventor, and politician.
-
D.
Finance Bill (India)
The Finance Bill (India) is a key legislative proposal introduced annually in Parliament to give legal effect to the government's financial proposals, including taxation changes and budgetary measures, for the upcoming fiscal year.
-
E.
Paymer
Paymer is a surname most notably associated with American character actor David Paymer, known for his extensive work in film and television.
- 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.