Lolo National Forest
E607837
Lolo National Forest is a large, mountainous national forest in western Montana known for its dense conifer forests, wildlife habitat, and extensive outdoor recreation opportunities.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Lolo National Forest canonical | 3 |
| Lolo National Forest region | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T5220172 — 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: Lolo National Forest Context triple: [Western Montana, hasNationalForest, Lolo National Forest]
-
A.
Ochoco National Forest
Ochoco National Forest is a federally managed forest in central Oregon known for its rugged mountains, ponderosa pine forests, and extensive opportunities for camping, hiking, hunting, and other outdoor recreation.
-
B.
Plumas National Forest
Plumas National Forest is a federally protected forest in northern California known for its rugged Sierra Nevada landscapes, extensive conifer forests, and abundant outdoor recreation opportunities such as camping, hiking, and fishing.
-
C.
Helena National Forest
Helena National Forest is a protected wilderness area in west-central Montana known for its mountainous landscapes, forests, and extensive opportunities for outdoor recreation such as hiking, camping, and wildlife viewing.
-
D.
Payette National Forest
Payette National Forest is a large, mountainous national forest in west-central Idaho known for its rugged wilderness, extensive conifer forests, and abundant outdoor recreation opportunities.
-
E.
Umatilla National Forest
Umatilla National Forest is a federally managed forest in northeastern Oregon and southeastern Washington known for its rugged Blue Mountains terrain, diverse wildlife, and extensive outdoor recreation opportunities.
- 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: Lolo National Forest Target entity description: Lolo National Forest is a large, mountainous national forest in western Montana known for its dense conifer forests, wildlife habitat, and extensive outdoor recreation opportunities.
-
A.
Ochoco National Forest
Ochoco National Forest is a federally managed forest in central Oregon known for its rugged mountains, ponderosa pine forests, and extensive opportunities for camping, hiking, hunting, and other outdoor recreation.
-
B.
Plumas National Forest
Plumas National Forest is a federally protected forest in northern California known for its rugged Sierra Nevada landscapes, extensive conifer forests, and abundant outdoor recreation opportunities such as camping, hiking, and fishing.
-
C.
Helena National Forest
Helena National Forest is a protected wilderness area in west-central Montana known for its mountainous landscapes, forests, and extensive opportunities for outdoor recreation such as hiking, camping, and wildlife viewing.
-
D.
Payette National Forest
Payette National Forest is a large, mountainous national forest in west-central Idaho known for its rugged wilderness, extensive conifer forests, and abundant outdoor recreation opportunities.
-
E.
Umatilla National Forest
Umatilla National Forest is a federally managed forest in northeastern Oregon and southeastern Washington known for its rugged Blue Mountains terrain, diverse wildlife, and extensive outdoor recreation opportunities.
- F. None of above. chosen
Statements (56)
| Predicate | Object |
|---|---|
| instanceOf |
national forest
ⓘ
protected area ⓘ |
| adjacentTo |
Bitterroot National Forest
NERFINISHED
ⓘ
Flathead National Forest NERFINISHED ⓘ Helena National Forest NERFINISHED ⓘ Kootenai National Forest NERFINISHED ⓘ |
| area | approximately 2,000,000 acres ⓘ |
| contains |
Bitterroot Mountains
NERFINISHED
ⓘ
Rattlesnake Mountains NERFINISHED ⓘ Sapphire Mountains NERFINISHED ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| hasCityNearby |
Hamilton, Montana
NERFINISHED
ⓘ
Missoula, Montana NERFINISHED ⓘ Seeley Lake, Montana NERFINISHED ⓘ Superior, Montana NERFINISHED ⓘ |
| hasFeature | dense conifer forests ⓘ |
| hasRangerDistrict |
Missoula Ranger District
NERFINISHED
ⓘ
Plains-Thompson Falls Ranger District NERFINISHED ⓘ Seeley Lake Ranger District NERFINISHED ⓘ Superior Ranger District NERFINISHED ⓘ |
| hasUse |
outdoor recreation
ⓘ
timber production ⓘ watershed protection ⓘ wildlife habitat ⓘ |
| hasVegetation |
Douglas-fir
ⓘ
lodgepole pine ⓘ ponderosa pine NERFINISHED ⓘ spruce-fir forests ⓘ |
| hasWildlife |
bighorn sheep
ⓘ
black bear ⓘ elk ⓘ grizzly bear ⓘ moose ⓘ mountain goat ⓘ mountain lion ⓘ mule deer ⓘ various raptor species ⓘ white-tailed deer ⓘ |
| locatedIn |
Montana
NERFINISHED
ⓘ
Rocky Mountains NERFINISHED ⓘ |
| locatedInRegion | western Montana NERFINISHED ⓘ |
| managedBy |
U.S. Forest Service
ⓘ
surface form:
United States Forest Service
|
| namedAfter | Lolo Creek NERFINISHED ⓘ |
| offersActivity |
backpacking
ⓘ
camping ⓘ cross-country skiing ⓘ fishing ⓘ hiking ⓘ hunting ⓘ mountain biking ⓘ snowmobiling ⓘ wildlife viewing ⓘ |
| state | Montana NERFINISHED ⓘ |
| terrain | mountainous ⓘ |
| traversedBy |
Bitterroot River
NERFINISHED
ⓘ
Clark Fork River 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: Lolo National Forest Description of subject: Lolo National Forest is a large, mountainous national forest in western Montana known for its dense conifer forests, wildlife habitat, and extensive outdoor recreation opportunities.
Referenced by (4)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Western Montana
subject surface form:
Rattlesnake National Recreation Area
this entity surface form:
Lolo National Forest region