Livingston, Montana
E780744
Livingston, Montana is a historic small town in southwestern Montana known for its scenic Yellowstone River setting, Old West charm, and role as a filming location for several notable movies.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Livingston, Montana canonical | 3 |
| Livingston, Montana, United States of America | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T9102439 — 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: Livingston, Montana Context triple: [A River Runs Through It, filmingLocation, Livingston, Montana]
-
A.
Libby, Montana
Libby, Montana is a small northwestern Montana town known for its scenic setting near the Kootenai National Forest and its history of logging and mining.
-
B.
Choteau, Montana
Choteau, Montana is a small rural town in north-central Montana known for its proximity to the Rocky Mountain Front and outdoor recreation opportunities.
-
C.
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.
-
D.
Fort Smith, Montana
Fort Smith, Montana is a small community in Big Horn County known as a gateway to outdoor recreation and fishing on the nearby Bighorn River and surrounding reservoir.
-
E.
Gardiner, Montana
Gardiner, Montana is a small gateway town in southwestern Montana that serves as a primary northern entrance to Yellowstone National Park.
- 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: Livingston, Montana Target entity description: Livingston, Montana is a historic small town in southwestern Montana known for its scenic Yellowstone River setting, Old West charm, and role as a filming location for several notable movies.
-
A.
Libby, Montana
Libby, Montana is a small northwestern Montana town known for its scenic setting near the Kootenai National Forest and its history of logging and mining.
-
B.
Choteau, Montana
Choteau, Montana is a small rural town in north-central Montana known for its proximity to the Rocky Mountain Front and outdoor recreation opportunities.
-
C.
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.
-
D.
Fort Smith, Montana
Fort Smith, Montana is a small community in Big Horn County known as a gateway to outdoor recreation and fishing on the nearby Bighorn River and surrounding reservoir.
-
E.
Gardiner, Montana
Gardiner, Montana is a small gateway town in southwestern Montana that serves as a primary northern entrance to Yellowstone National Park.
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf | city ⓘ |
| areaCode | 406 ⓘ |
| climate | cold semi-arid climate ⓘ |
| country | United States of America ⓘ |
| county | Park County, Montana NERFINISHED ⓘ |
| distanceToYellowstoneNationalParkNorthEntrance | approximately 50 miles ⓘ |
| economyBasedOn |
outdoor recreation
ⓘ
railroad services ⓘ ranching ⓘ tourism ⓘ |
| elevation |
approximately 1,372 meters
ⓘ
approximately 4,500 feet ⓘ |
| foundedAs | railroad town ⓘ |
| hasAttraction |
Livingston Depot Center
NERFINISHED
ⓘ
Yellowstone River fishing access sites ⓘ historic downtown district ⓘ |
| hasCulturalEvent |
Livingston Roundup Rodeo
NERFINISHED
ⓘ
art walks ⓘ literary readings ⓘ |
| hasNotableResident |
Jim Harrison
NERFINISHED
ⓘ
Richard Brautigan NERFINISHED ⓘ Russell Chatham NERFINISHED ⓘ |
| hasOldWestHeritage | true ⓘ |
| hasRailroadHistory | true ⓘ |
| hasStrongWinds | true ⓘ |
| historicallyAssociatedWith | Northern Pacific Railway NERFINISHED ⓘ |
| incorporatedAsCity | 1882 ⓘ |
| isCountySeatOf | Park County, Montana NERFINISHED ⓘ |
| knownFor |
Old West charm
ⓘ
Yellowstone River access ⓘ art galleries ⓘ film location ⓘ fly fishing ⓘ historic downtown ⓘ literary community ⓘ scenic mountain setting ⓘ |
| locatedInRegion | southwestern Montana NERFINISHED ⓘ |
| locatedOnRiver | Yellowstone River NERFINISHED ⓘ |
| near | Yellowstone National Park NERFINISHED ⓘ |
| partOf | Greater Yellowstone region NERFINISHED ⓘ |
| population | approximately 8,000 ⓘ |
| populationCensus2020 | 8,040 ⓘ |
| postalCode | 59047 ⓘ |
| state | Montana NERFINISHED ⓘ |
| timeZone | Mountain Time Zone ⓘ |
| usedAsFilmingLocationFor |
A River Runs Through It
NERFINISHED
ⓘ
Certain Women NERFINISHED ⓘ Rancho Deluxe NERFINISHED ⓘ The Horse Whisperer 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: Livingston, Montana Description of subject: Livingston, Montana is a historic small town in southwestern Montana known for its scenic Yellowstone River setting, Old West charm, and role as a filming location for several notable movies.
Referenced by (5)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Livingston, Montana, United States of America
this entity surface form:
Livingston, Montana, United States of America