Triple

T4408433
Position Surface form Disambiguated ID Type / Status
Subject Pacific Southwest Region (USFS Region 5) E94790 entity
Predicate manages P86 FINISHED
Object Klamath National Forest E167182 NE FINISHED

How this triple was built (2 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: Klamath National Forest | Statement: [Pacific Southwest Region (USFS Region 5), manages, Klamath National Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Klamath National Forest
Context triple: [Pacific Southwest Region (USFS Region 5), manages, Klamath National Forest]
  • A. Klamath National Forest chosen
    Klamath National Forest is a large, rugged national forest in northern California and southern Oregon known for its diverse conifer forests, wild rivers, and rich biodiversity.
  • B. Umpqua National Forest
    Umpqua National Forest is a federally managed forest in southwestern Oregon known for its rugged Cascade Range landscapes, waterfalls, and diverse recreational opportunities.
  • C. Umatilla National Forest
    Umatilla National Forest is a federally managed forest in northeastern Oregon and southeastern Washington known for its rugged Blue Mountains terrain, diverse wildlife, and extensive outdoor recreation opportunities.
  • D. Siskiyou National Forest
    Siskiyou National Forest is a large, biodiverse forest in southwestern Oregon known for its rugged mountains, wild rivers, and rich coniferous and mixed hardwood ecosystems.
  • E. Wallowa–Whitman National Forest
    Wallowa–Whitman National Forest is a vast U.S. national forest in northeastern Oregon and western Idaho, known for its rugged mountains, deep canyons, wilderness areas, and extensive outdoor recreation opportunities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69b34539638c8190abfea3eb29425210 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3548cb92881908a3f98466da8e0a2 completed March 13, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69bfc1fe1188819097c3d382323571be completed March 22, 2026, 10:18 a.m.
Created at: March 12, 2026, 11:28 p.m.