Triple

T6912728
Position Surface form Disambiguated ID Type / Status
Subject Eastern Oregon E159974 entity
Predicate hasProtectedArea P855 FINISHED
Object 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.
 E627801 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: Malheur National Wildlife Refuge | Statement: [Eastern Oregon, hasProtectedArea, Malheur National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Malheur National Wildlife Refuge
Context triple: [Eastern Oregon, hasProtectedArea, Malheur 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. Modoc National Wildlife Refuge
    Modoc National Wildlife Refuge is a protected wetland and wildlife habitat in northeastern California managed primarily for migratory birds and other native species.
  • 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. 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.
  • E. Monte Vista National Wildlife Refuge
    Monte Vista National Wildlife Refuge is a protected wetland and grassland area in Colorado renowned for its migratory bird habitat, especially large seasonal gatherings of sandhill cranes.
  • 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: Malheur National Wildlife Refuge
Triple: [Eastern Oregon, hasProtectedArea, Malheur National Wildlife Refuge]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Malheur National Wildlife Refuge
Target entity description: 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.
  • 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. Modoc National Wildlife Refuge
    Modoc National Wildlife Refuge is a protected wetland and wildlife habitat in northeastern California managed primarily for migratory birds and other native species.
  • 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. 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.
  • E. Monte Vista National Wildlife Refuge
    Monte Vista National Wildlife Refuge is a protected wetland and grassland area in Colorado renowned for its migratory bird habitat, especially large seasonal gatherings of sandhill cranes.
  • 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_69c68839ccb88190b4aa5cc1aca3448f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9c2e79881909eeb061be0a72bdf completed March 27, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7490c95548190a493d3fd23d1d7a5 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c749d4b088819095f991f976592d04 completed March 28, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c74aab12988190bd23cfcc06c55cde completed March 28, 2026, 3:27 a.m.
Created at: March 27, 2026, 2:25 p.m.