Billings
E45126
Billings is the largest city in the U.S. state of Montana and a major economic and cultural hub for the surrounding Mountain States region.
All labels observed (8)
| Label | Occurrences |
|---|---|
| Billings, Montana | 44 |
| Billings canonical | 24 |
| Billings metropolitan area | 8 |
| City of Billings | 7 |
| Billings, Montana, United States | 3 |
| Billings Metropolitan Statistical Area | 1 |
| Billings, Montana metropolitan area | 1 |
| Denver–Billings | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T271826 — 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: Billings Context triple: [Mountain States, hasNotableCity, Billings]
-
A.
Missoula
Missoula is a vibrant city in western Montana known for its university, outdoor recreation, and cultural scene.
-
B.
Cheyenne
Cheyenne is the capital and most populous city of Wyoming, known for its historic railroad roots and annual Cheyenne Frontier Days rodeo.
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C.
Elko
Elko is a small city in northeastern Nevada known as a regional hub for ranching, mining, and outdoor recreation.
-
D.
Prescott
Prescott is a historic city in north-central Arizona known for its Old West heritage, Victorian architecture, and role in the early political development of the state.
-
E.
Grand Forks, North Dakota
Grand Forks, North Dakota is a city in the northeastern part of the state known for its Air Force base, regional university, and role as a strategic military and economic center in the Upper Midwest.
- 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: Billings Target entity description: Billings is the largest city in the U.S. state of Montana and a major economic and cultural hub for the surrounding Mountain States region.
-
A.
Missoula
Missoula is a vibrant city in western Montana known for its university, outdoor recreation, and cultural scene.
-
B.
Cheyenne
Cheyenne is the capital and most populous city of Wyoming, known for its historic railroad roots and annual Cheyenne Frontier Days rodeo.
-
C.
Elko
Elko is a small city in northeastern Nevada known as a regional hub for ranching, mining, and outdoor recreation.
-
D.
Prescott
Prescott is a historic city in north-central Arizona known for its Old West heritage, Victorian architecture, and role in the early political development of the state.
-
E.
Grand Forks, North Dakota
Grand Forks, North Dakota is a city in the northeastern part of the state known for its Air Force base, regional university, and role as a strategic military and economic center in the Upper Midwest.
- F. None of above. chosen
Statements (41)
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: Billings Description of subject: Billings is the largest city in the U.S. state of Montana and a major economic and cultural hub for the surrounding Mountain States region.
Referenced by (89)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Billings
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subject linked to:
CB&Q
linked to: Billings