Triple
T8061431
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prescott National Forest |
E188129
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Southwestern Region (USFS Region 3)
The Southwestern Region (USFS Region 3) is a U.S. Forest Service administrative region overseeing national forests and grasslands primarily in Arizona and New Mexico.
|
E709353
|
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: Southwestern Region (USFS Region 3) | Statement: [Prescott National Forest, partOf, Southwestern Region (USFS Region 3)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwestern Region (USFS Region 3) Context triple: [Prescott National Forest, partOf, Southwestern Region (USFS Region 3)]
-
A.
Southwest Region
The Southwest Region is a coastal, English-speaking region of Cameroon known for its diverse ethnic groups, rich natural resources, and the major port city of Limbe.
-
B.
Pacific Southwest Region (USFS Region 5)
The Pacific Southwest Region (USFS Region 5) is the U.S. Forest Service administrative region responsible for managing national forests and grasslands primarily in California and parts of neighboring states.
-
C.
Trans-Pecos region
The Trans-Pecos region is the arid, mountainous far western portion of Texas known for its desert landscapes, sparse population, and cultural and geographic ties to the American Southwest.
-
D.
Southwest Arizona
Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
-
E.
southwestern United States
The southwestern United States is a largely arid region encompassing parts of states like Arizona, New Mexico, Nevada, Utah, Colorado, and California, known for its deserts, canyons, and diverse indigenous and Hispanic cultural influences.
- 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: Southwestern Region (USFS Region 3) Triple: [Prescott National Forest, partOf, Southwestern Region (USFS Region 3)]
Generated description
The Southwestern Region (USFS Region 3) is a U.S. Forest Service administrative region overseeing national forests and grasslands primarily in Arizona and New Mexico.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southwestern Region (USFS Region 3) Target entity description: The Southwestern Region (USFS Region 3) is a U.S. Forest Service administrative region overseeing national forests and grasslands primarily in Arizona and New Mexico.
-
A.
Southwest Region
The Southwest Region is a coastal, English-speaking region of Cameroon known for its diverse ethnic groups, rich natural resources, and the major port city of Limbe.
-
B.
Pacific Southwest Region (USFS Region 5)
The Pacific Southwest Region (USFS Region 5) is the U.S. Forest Service administrative region responsible for managing national forests and grasslands primarily in California and parts of neighboring states.
-
C.
Trans-Pecos region
The Trans-Pecos region is the arid, mountainous far western portion of Texas known for its desert landscapes, sparse population, and cultural and geographic ties to the American Southwest.
-
D.
Southwest Arizona
Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
-
E.
southwestern United States
The southwestern United States is a largely arid region encompassing parts of states like Arizona, New Mexico, Nevada, Utah, Colorado, and California, known for its deserts, canyons, and diverse indigenous and Hispanic cultural influences.
- F. None of above. chosen
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_69ca82b2f68881908c50560697e210da |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3fcc61c0819085edc26e75c5f6d5 |
completed | March 31, 2026, 3:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63d6484c8190b2fd2c2bef179fc4 |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc651b4be08190ad76c70b1d617c1a |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc6649d2348190996802140b455348 |
completed | April 1, 2026, 12:26 a.m. |
Created at: March 30, 2026, 5:26 p.m.