Triple
T16985592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arapaho National Forest |
E412056
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Arapaho and Roosevelt National Forests and Pawnee National Grassland
Arapaho and Roosevelt National Forests and Pawnee National Grassland is a large U.S. Forest Service-managed complex in northern Colorado known for its diverse mountain and prairie landscapes, extensive recreation opportunities, and important wildlife habitat.
|
E412056
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Arapaho and Roosevelt National Forests and Pawnee National Grassland | Statement: [Arapaho National Forest, partOf, Arapaho and Roosevelt National Forests and Pawnee National Grassland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arapaho and Roosevelt National Forests and Pawnee National Grassland Context triple: [Arapaho National Forest, partOf, Arapaho and Roosevelt National Forests and Pawnee National Grassland]
-
A.
Pike and San Isabel National Forests and Cimarron and Comanche National Grasslands
Pike and San Isabel National Forests and Cimarron and Comanche National Grasslands is a U.S. Forest Service administrative unit in Colorado and Kansas that manages a large complex of national forests and grasslands known for outdoor recreation, wildlife habitat, and diverse landscapes.
-
B.
Arapaho National Forest
Arapaho National Forest is a protected U.S. national forest in north-central Colorado known for its alpine landscapes, extensive hiking and skiing opportunities, and proximity to the Rocky Mountain National Park region.
-
C.
Black Hills National Forest
Black Hills National Forest is a protected forested area in western South Dakota and northeastern Wyoming known for its rugged pine-covered mountains, scenic drives, and abundant outdoor recreation opportunities.
-
D.
Roosevelt National Forest
Roosevelt National Forest is a protected expanse of mountainous forests, alpine meadows, and wilderness areas in northern Colorado, popular for hiking, camping, and other outdoor recreation.
-
E.
Custer National Forest
Custer National Forest is a U.S. national forest in Montana and South Dakota known for its rugged mountains, diverse wildlife, and extensive recreational opportunities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Arapaho and Roosevelt National Forests and Pawnee National Grassland Triple: [Arapaho National Forest, partOf, Arapaho and Roosevelt National Forests and Pawnee National Grassland]
Generated description
Arapaho and Roosevelt National Forests and Pawnee National Grassland is a large U.S. Forest Service-managed complex in northern Colorado known for its diverse mountain and prairie landscapes, extensive recreation opportunities, and important wildlife habitat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arapaho and Roosevelt National Forests and Pawnee National Grassland Target entity description: Arapaho and Roosevelt National Forests and Pawnee National Grassland is a large U.S. Forest Service-managed complex in northern Colorado known for its diverse mountain and prairie landscapes, extensive recreation opportunities, and important wildlife habitat.
-
A.
Pike and San Isabel National Forests and Cimarron and Comanche National Grasslands
Pike and San Isabel National Forests and Cimarron and Comanche National Grasslands is a U.S. Forest Service administrative unit in Colorado and Kansas that manages a large complex of national forests and grasslands known for outdoor recreation, wildlife habitat, and diverse landscapes.
-
B.
Arapaho National Forest
chosen
Arapaho National Forest is a protected U.S. national forest in north-central Colorado known for its alpine landscapes, extensive hiking and skiing opportunities, and proximity to the Rocky Mountain National Park region.
-
C.
Black Hills National Forest
Black Hills National Forest is a protected forested area in western South Dakota and northeastern Wyoming known for its rugged pine-covered mountains, scenic drives, and abundant outdoor recreation opportunities.
-
D.
Roosevelt National Forest
Roosevelt National Forest is a protected expanse of mountainous forests, alpine meadows, and wilderness areas in northern Colorado, popular for hiking, camping, and other outdoor recreation.
-
E.
Custer National Forest
Custer National Forest is a U.S. national forest in Montana and South Dakota known for its rugged mountains, diverse wildlife, and extensive recreational opportunities.
- F. None of above.
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d886ca8f348190812768ea8d5055ce |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d18af95c8190a25ef0614e1a17f3 |
completed | April 18, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00dc1109a081908890bbd5958c76c2 |
completed | May 10, 2026, 7:27 p.m. |
| NEDg | Description generation | batch_6a0114d5aeb0819086f1a5d279ac0d0f |
completed | May 10, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0115c583608190bf07ac205399f253 |
completed | May 10, 2026, 11:33 p.m. |
Created at: April 10, 2026, 5:32 a.m.