Hamilton
E504086
Hamilton is a small city in western Montana known as a regional hub of the Bitterroot Valley, offering access to outdoor recreation and serving as a center for local commerce and services.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Hamilton canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T5220117 — 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: Hamilton Context triple: [Western Montana, hasMajorCity, Hamilton]
-
A.
Hamilton
Hamilton is a large town in South Lanarkshire, Scotland, historically known as a key administrative and market center in the region.
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B.
Hamilton
Hamilton is a major industrial port city in Ontario, Canada, known for its steel production and location on the western tip of Lake Ontario.
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C.
Hamilton
Hamilton is a small city in western Georgia that serves as the administrative and cultural hub of Harris County.
-
D.
Hamilton
Hamilton is a major inland city in New Zealand’s Waikato region, known for its role as an agricultural, educational, and commercial hub on the North Island.
-
E.
Hamilton
Hamilton is a small coastal village on the Caribbean island of Bequia in Saint Vincent and the Grenadines.
- 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: Hamilton Target entity description: Hamilton is a small city in western Montana known as a regional hub of the Bitterroot Valley, offering access to outdoor recreation and serving as a center for local commerce and services.
-
A.
Hamilton
Hamilton is a small town in Skagit County, Washington, known for its rural setting along the Skagit River and frequent flooding issues.
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B.
Hamilton
Hamilton is a small city in western Georgia that serves as the administrative and cultural hub of Harris County.
-
C.
Hamilton
Hamilton is a major inland city in New Zealand’s Waikato region, known for its role as an agricultural, educational, and commercial hub on the North Island.
-
D.
Hamilton
Hamilton is a large town in South Lanarkshire, Scotland, historically known as a key administrative and market center in the region.
-
E.
Hamilton
Hamilton is a riverside suburb of Brisbane, Queensland, known for its affluent residential areas, heritage homes, and proximity to the Brisbane River and city amenities.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf | city ⓘ |
| areaCode | 406 ⓘ |
| climate |
cold winters and warm summers
ⓘ
continental climate ⓘ |
| country | United States of America ⓘ |
| elevation |
approximately 1,050 meters
ⓘ
approximately 3,445 feet ⓘ |
| governmentType | mayor–council government ⓘ |
| hasEconomicActivity |
agriculture support services
ⓘ
healthcare services ⓘ outdoor recreation services ⓘ retail trade ⓘ tourism ⓘ |
| hasFacility | Ravalli County Airport ⓘ |
| hasFeature |
historic downtown core
ⓘ
views of the Bitterroot Mountains ⓘ |
| hasInstitution |
Bitterroot College (University of Montana affiliate)
ⓘ
linked to:
University of Montana
Rocky Mountain Laboratories ⓘ |
| hasNearbyAttraction |
Blodgett Canyon
ⓘ
Lake Como (Montana) ⓘ Lost Trail Pass ski area ⓘ |
| hasServiceRole |
education services hub for Bitterroot Valley
ⓘ
medical services hub for Bitterroot Valley ⓘ shopping hub for Bitterroot Valley ⓘ |
| isCountySeatOf | Ravalli County, Montana ⓘ |
| knownFor |
access to outdoor recreation
ⓘ
fishing opportunities ⓘ hunting opportunities ⓘ proximity to hiking and backpacking areas ⓘ |
| locatedIn |
Bitterroot Valley
ⓘ
Montana ⓘ Ravalli County economic region ⓘ
linked to:
Ravalli County
Ravalli County, Montana ⓘ western Montana ⓘ |
| locatedOn | Bitterroot River ⓘ |
| namedAfter | Marcus Daly’s home town of Hamilton, Ontario (disputed; name origin linked to J.W. Hamilton) ⓘ |
| near |
Bitterroot Mountains
ⓘ
linked to:
Bitterroot Range
Bitterroot National Forest ⓘ Selway-Bitterroot Wilderness ⓘ
linked to:
Selway–Bitterroot Wilderness
|
| partOf | Inland Northwest ⓘ |
| postalCode | 59840 ⓘ |
| role |
center for local commerce and services
ⓘ
regional hub of the Bitterroot Valley ⓘ |
| state | Montana ⓘ |
| timeZone | Mountain Time Zone ⓘ |
| timeZoneDST | Mountain Daylight Time ⓘ |
| transport | served by U.S. Route 93 ⓘ |
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: Hamilton Description of subject: Hamilton is a small city in western Montana known as a regional hub of the Bitterroot Valley, offering access to outdoor recreation and serving as a center for local commerce and services.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject linked to:
western Montana
subject linked to:
western Montana