Laurel, Montana
E900173
Laurel, Montana is a small city in south-central Montana that serves as a regional rail and industrial hub near Billings in the Yellowstone Valley.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Laurel, Montana canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T11015724 — 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: Laurel, Montana Context triple: [Yellowstone Valley, hasSettlement, Laurel, Montana]
-
A.
Townsend, Montana
Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
-
B.
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.
-
C.
Ennis, Montana
Ennis, Montana is a small town in the Madison Valley known for its proximity to the Madison River and outdoor recreation such as fly fishing and hunting.
-
D.
St. Mary, Montana
St. Mary, Montana is a small community on the eastern edge of Glacier National Park that serves as a key gateway and services hub for park visitors.
-
E.
Sweetgrass, Montana
Sweetgrass, Montana is a small unincorporated community in northern Montana that serves as a key border crossing point between the United States and Canada.
- 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: Laurel, Montana Target entity description: Laurel, Montana is a small city in south-central Montana that serves as a regional rail and industrial hub near Billings in the Yellowstone Valley.
-
A.
Townsend, Montana
Townsend, Montana is a small city in Broadwater County that serves as a regional hub in west-central Montana near Canyon Ferry Lake and the Missouri River.
-
B.
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.
-
C.
Ennis, Montana
Ennis, Montana is a small town in the Madison Valley known for its proximity to the Madison River and outdoor recreation such as fly fishing and hunting.
-
D.
St. Mary, Montana
St. Mary, Montana is a small community on the eastern edge of Glacier National Park that serves as a key gateway and services hub for park visitors.
-
E.
Sweetgrass, Montana
Sweetgrass, Montana is a small unincorporated community in northern Montana that serves as a key border crossing point between the United States and Canada.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| areaCode | 406 ⓘ |
| climateClassification | cold semi-arid climate ⓘ |
| coordinateLocation | 45.669°N 108.771°W ⓘ |
| country | United States of America ⓘ |
| countySeatOf | none ⓘ |
| elevationAboveSeaLevel | about 3,300 feet ⓘ |
| federalRepresentation | Montana at-large congressional district NERFINISHED ⓘ |
| foundInCountrySubdivision | United States state of Montana NERFINISHED ⓘ |
| GNISFeatureClass | populated place ⓘ |
| governingBody | Laurel City Council NERFINISHED ⓘ |
| hasAnnualEvent | Laurel 4th of July fireworks celebration ⓘ |
| hasEconomicRole | industrial hub ⓘ |
| hasElementarySchool | elementary schools in Laurel Public Schools ⓘ |
| hasHighSchool | Laurel High School NERFINISHED ⓘ |
| hasIndustry | oil refining ⓘ |
| hasMiddleSchool | Laurel Middle School NERFINISHED ⓘ |
| hasMunicipalStatus | incorporated city ⓘ |
| hasNearbyFacility | CHS refinery near Laurel NERFINISHED ⓘ |
| hasPark |
South Pond Park
NERFINISHED
ⓘ
Thompson Park NERFINISHED ⓘ |
| hasPublicSchoolDistrict | Laurel Public Schools NERFINISHED ⓘ |
| hasRailFacility | major rail yard ⓘ |
| hasRailFunction | regional rail hub ⓘ |
| hasUTCOffset | UTC−07:00 ⓘ |
| hasUTCOffsetDST | UTC−06:00 ⓘ |
| headOfGovernment | Mayor of Laurel ⓘ |
| isPartOfMetropolitanArea | Billings, Montana metropolitan area NERFINISHED ⓘ |
| isServedBy |
Laurel Police Department
NERFINISHED
ⓘ
Laurel Volunteer Fire Department NERFINISHED ⓘ |
| isSuburbOf | Billings, Montana NERFINISHED ⓘ |
| locatedIn |
Montana
ⓘ
Yellowstone County, Montana NERFINISHED ⓘ |
| locatedInRegion | south-central Montana NERFINISHED ⓘ |
| locatedInValley | Yellowstone Valley NERFINISHED ⓘ |
| locatedNear | Billings, Montana NERFINISHED ⓘ |
| locatedOnRiver | Yellowstone River NERFINISHED ⓘ |
| majorHighway |
Interstate 90
NERFINISHED
ⓘ
Montana Highway 212 NERFINISHED ⓘ U.S. Route 212 NERFINISHED ⓘ |
| population | about 7,000 (early 2020s) ⓘ |
| postalCode | 59044 ⓘ |
| servedByRailroad | BNSF Railway NERFINISHED ⓘ |
| stateLegislativeDistrict | Montana state legislative districts in Yellowstone County ⓘ |
| timeZone | Mountain Time Zone ⓘ |
| transportRole | freight transportation hub ⓘ |
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: Laurel, Montana Description of subject: Laurel, Montana is a small city in south-central Montana that serves as a regional rail and industrial hub near Billings in the Yellowstone Valley.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.