Triple

T4497501
Position Surface form Disambiguated ID Type / Status
Subject Klamath County, Oregon E100734 entity
Predicate contains P35 FINISHED
Object Bear Valley National Wildlife Refuge
Bear Valley National Wildlife Refuge is a protected area in southern Oregon known for its old-growth forests and critical habitat for bald eagles and other wildlife.
 E448735 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: Bear Valley National Wildlife Refuge | Statement: [Klamath County, Oregon, contains, Bear Valley National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bear Valley National Wildlife Refuge
Context triple: [Klamath County, Oregon, contains, Bear Valley National Wildlife Refuge]
  • A. Umatilla National Wildlife Refuge
    Umatilla National Wildlife Refuge is a protected area along the Columbia River in Oregon and Washington that provides critical habitat for migratory birds, fish, and other wildlife.
  • B. Ash Meadows National Wildlife Refuge
    Ash Meadows National Wildlife Refuge is a protected desert oasis in southern Nevada renowned for its rare endemic species, spring-fed wetlands, and critical habitat for endangered wildlife.
  • C. Fish Springs National Wildlife Refuge
    Fish Springs National Wildlife Refuge is a remote wetland sanctuary in Utah’s west desert that provides critical habitat for migratory birds and other wildlife.
  • D. Saddle Mountain National Wildlife Refuge
    Saddle Mountain National Wildlife Refuge is a protected area in Washington State known for its shrub-steppe habitat, wildlife conservation, and role in preserving the natural landscape along the Columbia River.
  • E. Colusa National Wildlife Refuge
    Colusa National Wildlife Refuge is a protected wetland and wildlife habitat in California’s Sacramento Valley that serves as a key wintering area for migratory waterfowl along the Pacific Flyway.
  • 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: Bear Valley National Wildlife Refuge
Triple: [Klamath County, Oregon, contains, Bear Valley National Wildlife Refuge]
Generated description
Bear Valley National Wildlife Refuge is a protected area in southern Oregon known for its old-growth forests and critical habitat for bald eagles and other wildlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bear Valley National Wildlife Refuge
Target entity description: Bear Valley National Wildlife Refuge is a protected area in southern Oregon known for its old-growth forests and critical habitat for bald eagles and other wildlife.
  • A. Umatilla National Wildlife Refuge
    Umatilla National Wildlife Refuge is a protected area along the Columbia River in Oregon and Washington that provides critical habitat for migratory birds, fish, and other wildlife.
  • B. Ash Meadows National Wildlife Refuge
    Ash Meadows National Wildlife Refuge is a protected desert oasis in southern Nevada renowned for its rare endemic species, spring-fed wetlands, and critical habitat for endangered wildlife.
  • C. Fish Springs National Wildlife Refuge
    Fish Springs National Wildlife Refuge is a remote wetland sanctuary in Utah’s west desert that provides critical habitat for migratory birds and other wildlife.
  • D. Saddle Mountain National Wildlife Refuge
    Saddle Mountain National Wildlife Refuge is a protected area in Washington State known for its shrub-steppe habitat, wildlife conservation, and role in preserving the natural landscape along the Columbia River.
  • E. Colusa National Wildlife Refuge
    Colusa National Wildlife Refuge is a protected wetland and wildlife habitat in California’s Sacramento Valley that serves as a key wintering area for migratory waterfowl along the Pacific Flyway.
  • 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_69bd43cdf15081909a4fa2585ff63b3e completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd56c065e88190934eb0b1632d79bb completed March 20, 2026, 2:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd7f6cf46c8190a4cd9075324ecc7d completed March 20, 2026, 5:10 p.m.
NEDg Description generation batch_69bd800fff5081908346b62931df62ba completed March 20, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69bd84c11d8881908819b36669dee7b5 completed March 20, 2026, 5:32 p.m.
Created at: March 20, 2026, 1 p.m.