Triple

T6506274
Position Surface form Disambiguated ID Type / Status
Subject Klamath Project E150015 entity
Predicate affects P9 FINISHED
Object Tule Lake National Wildlife Refuge
Tule Lake National Wildlife Refuge is a protected wetland and wildlife habitat in northern California known for its rich bird populations and role in the Pacific Flyway.
 E608164 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: Tule Lake National Wildlife Refuge | Statement: [Klamath Project, affects, Tule Lake National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tule Lake National Wildlife Refuge
Context triple: [Klamath Project, affects, Tule Lake 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. 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.
  • C. 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.
  • D. 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.
  • E. Merced National Wildlife Refuge
    Merced National Wildlife Refuge is a protected wetland and grassland area in California’s Central Valley known for providing critical wintering habitat for large populations of migratory waterfowl 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: Tule Lake National Wildlife Refuge
Triple: [Klamath Project, affects, Tule Lake National Wildlife Refuge]
Generated description
Tule Lake National Wildlife Refuge is a protected wetland and wildlife habitat in northern California known for its rich bird populations and role in the Pacific Flyway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tule Lake National Wildlife Refuge
Target entity description: Tule Lake National Wildlife Refuge is a protected wetland and wildlife habitat in northern California known for its rich bird populations and role in the Pacific Flyway.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Merced National Wildlife Refuge
    Merced National Wildlife Refuge is a protected wetland and grassland area in California’s Central Valley known for providing critical wintering habitat for large populations of migratory waterfowl 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_69c687ef291081909d437f035eef1cda completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6996818c881909d036f916da0efb5 completed March 27, 2026, 2:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e40e173c819081b4f0ebcd136e6f completed March 27, 2026, 8:09 p.m.
NEDg Description generation batch_69c6e926266c81908adc1423ff7db023 completed March 27, 2026, 8:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6e98980ec8190817f06adbb1cd1b3 completed March 27, 2026, 8:33 p.m.
Created at: March 27, 2026, 1:43 p.m.