Kelley Blue Book
E86703
Kelley Blue Book is a widely used automotive valuation and research company known for providing trusted pricing information and reviews for new and used vehicles.
All labels observed (6)
| Label | Occurrences |
|---|---|
| Kelley Blue Book canonical | 7 |
| Kelley Blue Book company | 2 |
| Blue Book value | 1 |
| Edmunds | 1 |
| KBB | 1 |
| KBB.com | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T722852 — 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: Kelley Blue Book Context triple: [Cox Enterprises, owns, Kelley Blue Book]
-
A.
New Car Assessment Program
The New Car Assessment Program is a U.S. government vehicle safety rating system that evaluates and publicizes crash-test performance to help consumers compare the safety of new cars.
-
B.
Autoblog
Autoblog is an automotive news and review website known for its coverage of car industry news, vehicle reviews, and consumer car-buying information.
-
C.
GEICO
GEICO is a major American auto insurance company best known for its direct-to-consumer model and iconic advertising campaigns featuring the GEICO Gecko.
-
D.
Ford Motor Credit Company
Ford Motor Credit Company is the financial services arm of Ford that provides automotive financing and leasing solutions to dealers and customers.
-
E.
Toyota Financial Services
Toyota Financial Services is the financial services arm of Toyota, providing auto loans, leasing, insurance, and related financial products to Toyota customers worldwide.
- 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: Kelley Blue Book Target entity description: Kelley Blue Book is a widely used automotive valuation and research company known for providing trusted pricing information and reviews for new and used vehicles.
-
A.
New Car Assessment Program
The New Car Assessment Program is a U.S. government vehicle safety rating system that evaluates and publicizes crash-test performance to help consumers compare the safety of new cars.
-
B.
Autoblog
Autoblog is an automotive news and review website known for its coverage of car industry news, vehicle reviews, and consumer car-buying information.
-
C.
GEICO
GEICO is a major American auto insurance company best known for its direct-to-consumer model and iconic advertising campaigns featuring the GEICO Gecko.
-
D.
Ford Motor Credit Company
Ford Motor Credit Company is the financial services arm of Ford that provides automotive financing and leasing solutions to dealers and customers.
-
E.
Toyota Financial Services
Toyota Financial Services is the financial services arm of Toyota, providing auto loans, leasing, insurance, and related financial products to Toyota customers worldwide.
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
automotive research company
ⓘ
automotive valuation company ⓘ brand ⓘ website ⓘ |
| country |
United States
ⓘ
linked to:
United States of America
|
| dataSource |
dealer sales data
ⓘ
fleet and lease transactions ⓘ retail transactions ⓘ wholesale vehicle auctions ⓘ |
| foundedBy | Les Kelley ⓘ |
| foundedIn | 1926 ⓘ |
| hasAbbreviation |
KBB
ⓘ
linked to:
Kelley Blue Book
|
| hasFormatCurrent | online price guides ⓘ |
| hasFormatHistory | printed price guides ⓘ |
| headquartersLocation |
Irvine, California
ⓘ
linked to:
Irvine
|
| industry | automotive ⓘ |
| knownFor |
Blue Book value
ⓘ
linked to:
Kelley Blue Book
automotive reviews ⓘ online car valuation tools ⓘ trusted car price guides ⓘ |
| language | English ⓘ |
| operatesWebsite | kbb.com ⓘ |
| parentOrganization |
Cox Automotive
ⓘ
Cox Enterprises ⓘ |
| productOrService |
automotive research tools
ⓘ
car buying advice ⓘ car reviews ⓘ car selling advice ⓘ certified pre-owned vehicle values ⓘ new car valuations ⓘ private party value estimates ⓘ trade-in value estimates ⓘ used car valuations ⓘ vehicle pricing information ⓘ vehicle rankings ⓘ |
| provides |
cost of ownership data
ⓘ
fair purchase price estimates ⓘ incentive and rebate information ⓘ invoice price information ⓘ private party price ranges ⓘ suggested retail prices ⓘ trade-in ranges ⓘ vehicle reliability information ⓘ |
| serviceArea |
Canada
ⓘ
United States ⓘ
linked to:
United States of America
|
| targetAudience |
auto dealers
ⓘ
car buyers ⓘ car sellers ⓘ financial institutions ⓘ |
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: Kelley Blue Book Description of subject: Kelley Blue Book is a widely used automotive valuation and research company known for providing trusted pricing information and reviews for new and used vehicles.
Referenced by (13)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Kelley Blue Book
linked to: Kelley Blue Book
linked to: Kelley Blue Book
subject linked to:
Brand
linked to: Kelley Blue Book
linked to: Kelley Blue Book
subject linked to:
Les Kelley
linked to: Kelley Blue Book