Bozeman
E509500
Bozeman is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and Montana State University.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Bozeman canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T5220125 — 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: Bozeman Context triple: [Western Montana, hasMajorCity, Bozeman]
-
A.
Missoula
Missoula is a vibrant city in western Montana known for its university, outdoor recreation, and cultural scene.
-
B.
Billings
Billings is a small rural municipality located on Manitoulin Island in Ontario, Canada.
-
C.
Billings
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.
-
D.
Billings
Billings is the middle name of Henry Billings Brown, an American jurist who served as an Associate Justice of the U.S. Supreme Court in the late 19th and early 20th centuries.
-
E.
Hamilton, Montana
Hamilton, Montana is a small city in the Bitterroot Valley that serves as the economic and cultural hub of Ravalli County in western Montana.
- 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: Bozeman Target entity description: Bozeman is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and Montana State University.
-
A.
Missoula
Missoula is a vibrant city in western Montana known for its university, outdoor recreation, and cultural scene.
-
B.
Billings
Billings is a small rural municipality located on Manitoulin Island in Ontario, Canada.
-
C.
Billings
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.
-
D.
Billings
Billings is the middle name of Henry Billings Brown, an American jurist who served as an Associate Justice of the U.S. Supreme Court in the late 19th and early 20th centuries.
-
E.
Hamilton, Montana
Hamilton, Montana is a small city in the Bitterroot Valley that serves as the economic and cultural hub of Ravalli County in western Montana.
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf | city ⓘ |
| airportServesAs | primary air gateway to Yellowstone National Park for many visitors ⓘ |
| averageElevation |
approximately 1,460 meters
ⓘ
approximately 4,790 feet ⓘ |
| climate | cold semi-arid to humid continental climate ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| county | Gallatin County NERFINISHED ⓘ |
| distanceToYellowstoneNorthEntrance | approximately 80 miles ⓘ |
| foundedAs | Bozeman City NERFINISHED ⓘ |
| foundedBy | John M. Bozeman NERFINISHED ⓘ |
| foundedIn | 1864 ⓘ |
| governingBody | Bozeman City Commission NERFINISHED ⓘ |
| governmentType | commission–manager government ⓘ |
| hasAirport | Bozeman Yellowstone International Airport NERFINISHED ⓘ |
| hasEconomicSector |
higher education
ⓘ
outdoor industry ⓘ technology ⓘ tourism ⓘ |
| hasMajorHighway |
Interstate 90
NERFINISHED
ⓘ
U.S. Route 191 NERFINISHED ⓘ U.S. Route 86 NERFINISHED ⓘ |
| hasMuseum |
American Computer & Robotics Museum
NERFINISHED
ⓘ
Museum of the Rockies NERFINISHED ⓘ |
| hasNearbySkiArea |
Big Sky Resort
NERFINISHED
ⓘ
Bridger Bowl Ski Area NERFINISHED ⓘ |
| hasNickname | Bozangeles NERFINISHED ⓘ |
| hasPublicTransit | Streamline Bus Service NERFINISHED ⓘ |
| hasRiverNearby |
Gallatin River
NERFINISHED
ⓘ
Madison River NERFINISHED ⓘ Yellowstone River NERFINISHED ⓘ |
| hasUniversity | Montana State University NERFINISHED ⓘ |
| incorporatedIn | 1883 ⓘ |
| isCountySeatOf | Gallatin County NERFINISHED ⓘ |
| isHomeTo | Montana State University NERFINISHED ⓘ |
| isOneOf | fastest-growing cities in Montana ⓘ |
| knownFor |
fly fishing
ⓘ
hiking ⓘ outdoor recreation ⓘ proximity to Yellowstone National Park ⓘ skiing ⓘ |
| locatedIn | Gallatin Valley NERFINISHED ⓘ |
| locatedInRegion | southwestern Montana NERFINISHED ⓘ |
| locatedInTimeZone | Mountain Time Zone ⓘ |
| namedAfter | John M. Bozeman NERFINISHED ⓘ |
| near | Yellowstone National Park NERFINISHED ⓘ |
| partOfMetropolitanArea | Bozeman, Montana metropolitan statistical area NERFINISHED ⓘ |
| postalCodeRange |
59715
ⓘ
59718 ⓘ |
| state | Montana NERFINISHED ⓘ |
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: Bozeman Description of subject: Bozeman is a rapidly growing city in southwestern Montana known for its outdoor recreation, proximity to Yellowstone National Park, and Montana State University.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Western Montana
subject surface form:
Western Montana