Triple
T15974777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanley Tang |
E387415
|
entity |
| Predicate | startup |
P58178
|
FINISHED |
| Object | DoorDash |
E79664
|
NE FINISHED |
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: DoorDash | Statement: [Stanley Tang, startup, DoorDash]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DoorDash Context triple: [Stanley Tang, startup, DoorDash]
-
A.
DoorDash
chosen
DoorDash is a leading American on-demand food delivery and logistics platform that connects customers with local restaurants and merchants through its mobile app and website.
-
B.
Postmates
Postmates is an on-demand delivery service platform that connects users with local couriers to deliver food, groceries, and other goods from nearby merchants.
-
C.
Deliveroo
Deliveroo is a British online food delivery company that partners with restaurants and couriers to deliver meals to customers via its app and website.
-
D.
Grubhub
Grubhub is a major U.S.-based online food ordering and delivery platform that connects diners with local restaurants through its website and mobile app.
-
E.
Uber Eats
Uber Eats is an online food delivery platform operated by Uber that connects users with local restaurants and couriers for on-demand meal delivery.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: startup Context triple: [Stanley Tang, startup, DoorDash]
-
A.
startedBusinessWith
chosen
Indicates that two or more entities jointly initiated or founded a business together.
-
B.
developmentStart
Indicates the point in time or event when the development process of something begins.
-
C.
starterType
Indicates the classification or category of a starter (e.g., initial component, opening item, or first phase) associated with an entity or process.
-
D.
development
Indicates a process or relationship in which something grows, advances, or becomes more complex or mature over time.
-
E.
businessVenture
Indicates a relationship where entities jointly engage in, operate, or are involved with a commercial or entrepreneurial undertaking.
- F. None of above.
Provenance (4 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e173b3bf6c81909230170e833d7ce7 |
completed | April 16, 2026, 11:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002d982788819082fcdd8ab5c80513 |
completed | May 10, 2026, 7:02 a.m. |
| PD | Predicate disambiguation | batch_69e142d6fb588190b4176eab4bbae774 |
completed | April 16, 2026, 8:13 p.m. |
Created at: April 10, 2026, 4:54 a.m.