Triple

T17947253
Position Surface form Disambiguated ID Type / Status
Subject Bear Valley National Wildlife Refuge E448735 entity
Predicate partOf P40 FINISHED
Object Klamath Basin National Wildlife Refuge Complex
Klamath Basin National Wildlife Refuge Complex is a network of protected wetlands and wildlife habitats along the Oregon–California border managed by the U.S. Fish and Wildlife Service, renowned for supporting large populations of migratory birds.
 E1297522 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: Klamath Basin National Wildlife Refuge Complex | Statement: [Bear Valley National Wildlife Refuge, partOf, Klamath Basin National Wildlife Refuge Complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Klamath Basin National Wildlife Refuge Complex
Context triple: [Bear Valley National Wildlife Refuge, partOf, Klamath Basin National Wildlife Refuge Complex]
  • A. Lower Klamath National Wildlife Refuge
    Lower Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in the Klamath Basin, renowned as a critical stopover for migratory birds along the Pacific Flyway.
  • B. Klamath Marsh National Wildlife Refuge
    Klamath Marsh National Wildlife Refuge is a protected wetland area in south-central Oregon known for its extensive marshes and rich bird and wildlife habitat.
  • C. Upper Klamath National Wildlife Refuge
    Upper Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in southern Oregon known for its extensive marshes and importance to migratory birds along the Pacific Flyway.
  • D. Malheur National Wildlife Refuge
    Malheur National Wildlife Refuge is a vast high-desert wetland and wildlife sanctuary in southeastern Oregon, renowned as a critical stopover for migratory birds and a hotspot for birdwatching and conservation.
  • E. 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.
  • 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: Klamath Basin National Wildlife Refuge Complex
Triple: [Bear Valley National Wildlife Refuge, partOf, Klamath Basin National Wildlife Refuge Complex]
Generated description
Klamath Basin National Wildlife Refuge Complex is a network of protected wetlands and wildlife habitats along the Oregon–California border managed by the U.S. Fish and Wildlife Service, renowned for supporting large populations of migratory birds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Klamath Basin National Wildlife Refuge Complex
Target entity description: Klamath Basin National Wildlife Refuge Complex is a network of protected wetlands and wildlife habitats along the Oregon–California border managed by the U.S. Fish and Wildlife Service, renowned for supporting large populations of migratory birds.
  • A. Lower Klamath National Wildlife Refuge
    Lower Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in the Klamath Basin, renowned as a critical stopover for migratory birds along the Pacific Flyway.
  • B. Klamath Marsh National Wildlife Refuge
    Klamath Marsh National Wildlife Refuge is a protected wetland area in south-central Oregon known for its extensive marshes and rich bird and wildlife habitat.
  • C. Upper Klamath National Wildlife Refuge
    Upper Klamath National Wildlife Refuge is a protected wetland and wildlife habitat in southern Oregon known for its extensive marshes and importance to migratory birds along the Pacific Flyway.
  • D. Malheur National Wildlife Refuge
    Malheur National Wildlife Refuge is a vast high-desert wetland and wildlife sanctuary in southeastern Oregon, renowned as a critical stopover for migratory birds and a hotspot for birdwatching and conservation.
  • E. 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.
  • 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_69d8b9f8cca8819099836916c56b7c95 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4ad99df408190a8a4e3d21c03fe71 completed April 19, 2026, 10:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a03291c5e008190981dfef6aad81054 completed May 12, 2026, 1:20 p.m.
NEDg Description generation batch_6a032ae7f4808190ade6b20198aadcba completed May 12, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_6a032b6033b48190b889bd4d98a58ea2 completed May 12, 2026, 1:30 p.m.
Created at: April 10, 2026, 10:21 a.m.