Triple

T21332290
Position Surface form Disambiguated ID Type / Status
Subject Malheur National Forest E525934 entity
Predicate governingBody P46 FINISHED
Object U.S. Forest Service Malheur National Forest Supervisor's Office
The U.S. Forest Service Malheur National Forest Supervisor's Office is the administrative headquarters responsible for managing and overseeing all federal forest resources, operations, and public services within Oregon’s Malheur National Forest.
E563663 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: U.S. Forest Service Malheur National Forest Supervisor's Office | Statement: [Malheur National Forest, governingBody, U.S. Forest Service Malheur National Forest Supervisor's Office]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Forest Service Malheur National Forest Supervisor's Office
Context triple: [Malheur National Forest, governingBody, U.S. Forest Service Malheur National Forest Supervisor's Office]
  • A. Nevada Division of Forestry
    The Nevada Division of Forestry is a state agency responsible for managing and protecting Nevada’s forests, rangelands, and natural resources, including wildfire prevention and suppression.
  • B. Utah Division of Forestry, Fire and State Lands
    The Utah Division of Forestry, Fire and State Lands is a state agency responsible for managing Utah’s sovereign lands, forests, and wildland fire prevention and response.
  • C. Pacific Northwest Region of the U.S. Forest Service
    The Pacific Northwest Region of the U.S. Forest Service is an administrative division that manages national forests and grasslands primarily in Oregon and Washington, overseeing their conservation, recreation, and resource use.
  • D. Oregon Department of Forestry
    The Oregon Department of Forestry is the state agency responsible for managing Oregon’s forest resources, including wildfire protection, forest health, and sustainable timber management on public and some private lands.
  • E. Prineville District BLM
    Prineville District BLM is a regional office of the U.S. Bureau of Land Management responsible for overseeing and conserving public lands and natural resources in central Oregon.
  • 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: U.S. Forest Service Malheur National Forest Supervisor's Office
Triple: [Malheur National Forest, governingBody, U.S. Forest Service Malheur National Forest Supervisor's Office]
Generated description
The U.S. Forest Service Malheur National Forest Supervisor's Office is the administrative headquarters responsible for managing and overseeing all federal forest resources, operations, and public services within Oregon’s Malheur National Forest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Forest Service Malheur National Forest Supervisor's Office
Target entity description: The U.S. Forest Service Malheur National Forest Supervisor's Office is the administrative headquarters responsible for managing and overseeing all federal forest resources, operations, and public services within Oregon’s Malheur National Forest.
  • A. Nevada Division of Forestry
    The Nevada Division of Forestry is a state agency responsible for managing and protecting Nevada’s forests, rangelands, and natural resources, including wildfire prevention and suppression.
  • B. Utah Division of Forestry, Fire and State Lands
    The Utah Division of Forestry, Fire and State Lands is a state agency responsible for managing Utah’s sovereign lands, forests, and wildland fire prevention and response.
  • C. Pacific Northwest Region of the U.S. Forest Service chosen
    The Pacific Northwest Region of the U.S. Forest Service is an administrative division that manages national forests and grasslands primarily in Oregon and Washington, overseeing their conservation, recreation, and resource use.
  • D. Oregon Department of Forestry
    The Oregon Department of Forestry is the state agency responsible for managing Oregon’s forest resources, including wildfire protection, forest health, and sustainable timber management on public and some private lands.
  • E. Prineville District BLM
    Prineville District BLM is a regional office of the U.S. Bureau of Land Management responsible for overseeing and conserving public lands and natural resources in central Oregon.
  • 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_69e0b51b90788190a4dd823d962626da completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7ab54706081909445f9cd91a43788 completed April 21, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09a5be9c288190b44f760ad94d9fed completed May 17, 2026, 11:25 a.m.
NEDg Description generation batch_6a09a6922e1c8190a2210b22ed1f31ef completed May 17, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_6a09a6f4db008190b11b10c45ab20ed5 completed May 17, 2026, 11:31 a.m.
Created at: April 16, 2026, 4:42 p.m.