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.