Toledo
E25661
Toledo is a major city in northwestern Ohio, known as an industrial and transportation hub on the western end of Lake Erie.
All labels observed (8)
| Label | Occurrences |
|---|---|
| Toledo, Ohio | 68 |
| Toledo, Ohio, United States | 27 |
| Toledo canonical | 18 |
| Toledo metropolitan area | 4 |
| City of Toledo | 2 |
| Toledo City Council | 1 |
| Toledo Strip awarded to Ohio | 1 |
| Toledo media market | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T187929 — 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: Toledo Context triple: [Lake Shore Limited, via, Toledo]
-
A.
Toledo
Toledo is a historic Spanish city renowned for its medieval architecture, cultural heritage, and role as a major political and religious center in Spain’s history.
-
B.
Columbus, Ohio
Columbus, Ohio is the capital and largest city of Ohio, known for its diverse economy, major universities, and role as a cultural and political center in the region.
-
C.
Cleveland
Cleveland is a common English surname most prominently associated with Grover Cleveland, the 22nd and 24th president of the United States.
-
D.
Cleveland
Cleveland is a major city in the U.S. state of Ohio, known for its industrial history, cultural institutions like the Rock and Roll Hall of Fame, and its location on the southern shore of Lake Erie.
-
E.
Traverse City, Michigan
Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
- 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: Toledo Target entity description: Toledo is a major city in northwestern Ohio, known as an industrial and transportation hub on the western end of Lake Erie.
-
A.
Toledo
Toledo is a historic Spanish city renowned for its medieval architecture, cultural heritage, and role as a major political and religious center in Spain’s history.
-
B.
Columbus, Ohio
Columbus, Ohio is the capital and largest city of Ohio, known for its diverse economy, major universities, and role as a cultural and political center in the region.
-
C.
Cleveland
Cleveland is a common English surname most prominently associated with Grover Cleveland, the 22nd and 24th president of the United States.
-
D.
Cleveland
Cleveland is a major city in the U.S. state of Ohio, known for its industrial history, cultural institutions like the Rock and Roll Hall of Fame, and its location on the southern shore of Lake Erie.
-
E.
Traverse City, Michigan
Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
- F. None of above. chosen
Statements (50)
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: Toledo Description of subject: Toledo is a major city in northwestern Ohio, known as an industrial and transportation hub on the western end of Lake Erie.
Referenced by (122)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Toledo, Ohio, United States
subject surface form:
Michael Pitts (pastor)
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
subject surface form:
Agen
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio, United States
subject surface form:
Mid-American Conference
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
this entity surface form:
Toledo, Ohio
subject surface form:
Philip Baker Hall
this entity surface form:
Toledo, Ohio, United States
this entity surface form:
Toledo, Ohio, United States
this entity surface form:
Toledo, Ohio