Grubhub
E170747
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.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Grubhub canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T1461034 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grubhub Context triple: [Postmates, hasCompetitor, Grubhub]
-
A.
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.
-
B.
DoorDash
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.
-
C.
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.
-
D.
GrabExpress
GrabExpress is Grab’s on-demand parcel and document delivery service operating across various Southeast Asian cities.
-
E.
Good's Food to Go
Good's Food to Go is a casual quick-service dining location at Disney’s Old Key West Resort offering convenient grab-and-go meals and snacks for guests.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grubhub Target entity description: 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.
-
A.
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.
-
B.
DoorDash
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.
-
C.
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.
-
D.
Foodpanda
Foodpanda is an online food and grocery delivery platform operating across multiple countries, connecting customers with restaurants and shops via its app and website.
-
E.
GrabExpress
GrabExpress is Grab’s on-demand parcel and document delivery service operating across various Southeast Asian cities.
- F. None of above. chosen
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
food delivery service
ⓘ
online food ordering platform ⓘ technology company ⓘ |
| businessModel |
commission-based model
ⓘ
online marketplace ⓘ |
| competesWith |
DoorDash
ⓘ
Postmates ⓘ Uber Eats ⓘ |
| connects |
diners
ⓘ
local restaurants ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| hasFeature |
coupon codes
ⓘ
customer reviews ⓘ loyalty rewards ⓘ promotional discounts ⓘ restaurant ratings ⓘ |
| hasPlatform |
mobile app
ⓘ
website ⓘ |
| hasService |
restaurant delivery
ⓘ
takeout ordering ⓘ |
| hasStakeholder |
delivery drivers
ⓘ
diners ⓘ restaurants ⓘ |
| industry |
food delivery
ⓘ
online food ordering ⓘ |
| logisticsModel |
independent delivery drivers
ⓘ
restaurant-managed delivery ⓘ |
| offers |
menu browsing
ⓘ
online payment ⓘ order tracking ⓘ searchable restaurant listings ⓘ |
| operatesIn |
United States of America
ⓘ
surface form:
United States
|
| revenueSource |
delivery fees
ⓘ
marketing fees from restaurants ⓘ restaurant commissions ⓘ service fees ⓘ |
| serviceAreaType | local markets ⓘ |
| serviceType | on-demand delivery ⓘ |
| supportsDevice |
Android
ⓘ
iOS ⓘ |
| supportsOrderType |
delivery
ⓘ
pickup ⓘ |
| supportsPaymentMethod |
credit cards
ⓘ
debit cards ⓘ digital wallets ⓘ gift cards ⓘ |
| targetCustomer |
individual diners
ⓘ
urban consumers ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Grubhub Description of subject: 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.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.