Triple

T20935222
Position Surface form Disambiguated ID Type / Status
Subject Globe Ranger District E515565 entity
Predicate category P87 FINISHED
Object United States Forest Service ranger districts
United States Forest Service ranger districts are local administrative units within national forests that manage public lands, resources, recreation, and conservation activities under the U.S. Forest Service.
E1291199 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: United States Forest Service ranger districts | Statement: [Globe Ranger District, category, United States Forest Service ranger districts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Forest Service ranger districts
Context triple: [Globe Ranger District, category, United States Forest Service ranger districts]
  • A. Williams Ranger District
    Williams Ranger District is an administrative unit of the Kaibab National Forest in northern Arizona that manages local forest resources, recreation, and conservation activities around the city of Williams.
  • B. Pacific Ranger District
    The Pacific Ranger District is an administrative unit of the U.S. Forest Service responsible for managing a portion of Olympic National Forest on Washington State’s Olympic Peninsula.
  • C. Northern Region of the U.S. Forest Service
    The Northern Region of the U.S. Forest Service is an administrative division that manages national forests and grasslands across parts of the Northern Rocky Mountains and northern Great Plains.
  • D. U.S. Forest Service San Carlos Ranger District
    The U.S. Forest Service San Carlos Ranger District is a local administrative unit of the U.S. Forest Service responsible for managing national forest lands and wilderness areas, including the Spanish Peaks Wilderness, in its jurisdiction.
  • E. U.S. Forest Service
    The U.S. Forest Service is a federal agency within the U.S. Department of Agriculture responsible for managing national forests and grasslands, overseeing recreation, conservation, and resource use on public lands.
  • 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: United States Forest Service ranger districts
Triple: [Globe Ranger District, category, United States Forest Service ranger districts]
Generated description
United States Forest Service ranger districts are local administrative units within national forests that manage public lands, resources, recreation, and conservation activities under the U.S. Forest Service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Forest Service ranger districts
Target entity description: United States Forest Service ranger districts are local administrative units within national forests that manage public lands, resources, recreation, and conservation activities under the U.S. Forest Service.
  • A. Williams Ranger District chosen
    Williams Ranger District is an administrative unit of the Kaibab National Forest in northern Arizona that manages local forest resources, recreation, and conservation activities around the city of Williams.
  • B. Pacific Ranger District
    The Pacific Ranger District is an administrative unit of the U.S. Forest Service responsible for managing a portion of Olympic National Forest on Washington State’s Olympic Peninsula.
  • C. Northern Region of the U.S. Forest Service
    The Northern Region of the U.S. Forest Service is an administrative division that manages national forests and grasslands across parts of the Northern Rocky Mountains and northern Great Plains.
  • D. U.S. Forest Service San Carlos Ranger District
    The U.S. Forest Service San Carlos Ranger District is a local administrative unit of the U.S. Forest Service responsible for managing national forest lands and wilderness areas, including the Spanish Peaks Wilderness, in its jurisdiction.
  • E. U.S. Forest Service
    The U.S. Forest Service is a federal agency within the U.S. Department of Agriculture responsible for managing national forests and grasslands, overseeing recreation, conservation, and resource use on public lands.
  • 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_69e0b4fc13408190b06868df03c5c29b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f950d5e081908ec0df4824cf69f7 completed April 21, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091fd28890819091e20c282b0811ae completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a09204848848190acdd189dc88990ed completed May 17, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0920c819a08190b040bb9e89309eb9 completed May 17, 2026, 1:58 a.m.
Created at: April 16, 2026, 12:49 p.m.