Triple

T4497499
Position Surface form Disambiguated ID Type / Status
Subject Klamath County, Oregon E100734 entity
Predicate contains P35 FINISHED
Object 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.
 E446392 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 Marsh National Wildlife Refuge | Statement: [Klamath County, Oregon, contains, Klamath Marsh National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Klamath Marsh National Wildlife Refuge
Context triple: [Klamath County, Oregon, contains, Klamath Marsh 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. Willapa National Wildlife Refuge
    Willapa National Wildlife Refuge is a protected coastal habitat in southwestern Washington known for its extensive estuaries, salt marshes, and old-growth forests that support diverse wildlife and migratory birds.
  • C. Tualatin River National Wildlife Refuge
    Tualatin River National Wildlife Refuge is a protected wetland and wildlife habitat in northwestern Oregon that provides critical refuge for migratory birds and other native species while offering public opportunities for wildlife observation and environmental education.
  • D. 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.
  • E. McNary National Wildlife Refuge
    McNary National Wildlife Refuge is a protected area along the Columbia River in southeastern 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 Marsh National Wildlife Refuge
Triple: [Klamath County, Oregon, contains, Klamath Marsh National Wildlife Refuge]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Klamath Marsh National Wildlife Refuge
Target entity description: 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.
  • 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. Willapa National Wildlife Refuge
    Willapa National Wildlife Refuge is a protected coastal habitat in southwestern Washington known for its extensive estuaries, salt marshes, and old-growth forests that support diverse wildlife and migratory birds.
  • C. Tualatin River National Wildlife Refuge
    Tualatin River National Wildlife Refuge is a protected wetland and wildlife habitat in northwestern Oregon that provides critical refuge for migratory birds and other native species while offering public opportunities for wildlife observation and environmental education.
  • D. 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.
  • E. McNary National Wildlife Refuge
    McNary National Wildlife Refuge is a protected area along the Columbia River in southeastern 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_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_69bd67c4e7c88190b9b9cab49444b515 completed March 20, 2026, 3:29 p.m.
NEDg Description generation batch_69bd683417b08190bc4e08638a30c0ec completed March 20, 2026, 3:31 p.m.
NED2 Entity disambiguation (via description) batch_69bd68b4681c8190abb170ccb054cd05 completed March 20, 2026, 3:33 p.m.
Created at: March 20, 2026, 1 p.m.