Triple

T15947172
Position Surface form Disambiguated ID Type / Status
Subject Allamakee County, Iowa E386713 entity
Predicate hasProtectedArea P855 FINISHED
Object Driftless Area National Wildlife Refuge
Driftless Area National Wildlife Refuge is a federally protected wildlife refuge in northeastern Iowa that conserves rare bluffland and karst habitats and the endangered species that depend on them.
E1184306 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: Driftless Area National Wildlife Refuge | Statement: [Allamakee County, Iowa, hasProtectedArea, Driftless Area National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Driftless Area National Wildlife Refuge
Context triple: [Allamakee County, Iowa, hasProtectedArea, Driftless Area National Wildlife Refuge]
  • A. Necedah National Wildlife Refuge
    Necedah National Wildlife Refuge is a large protected wetland and forest area in central Wisconsin known for its role in conserving migratory birds and endangered species such as the whooping crane.
  • B. Seedskadee National Wildlife Refuge
    Seedskadee National Wildlife Refuge is a protected area in southwestern Wyoming known for its riparian habitats along the Green River that support diverse birdlife, wildlife, and native vegetation.
  • C. Minnesota Valley National Wildlife Refuge
    Minnesota Valley National Wildlife Refuge is a large protected natural area in Minnesota that preserves diverse wetlands, prairies, and floodplain forests while providing habitat for wildlife and outdoor recreation opportunities near the Twin Cities.
  • D. Horicon National Wildlife Refuge
    Horicon National Wildlife Refuge is a major wetland and wildlife sanctuary in Wisconsin renowned for its extensive marshes and large populations of migratory birds, especially waterfowl.
  • E. Kirwin National Wildlife Refuge
    Kirwin National Wildlife Refuge is a federally protected area in northern Kansas known for its reservoir, wetlands, and grassland habitats that support migratory birds and diverse 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: Driftless Area National Wildlife Refuge
Triple: [Allamakee County, Iowa, hasProtectedArea, Driftless Area National Wildlife Refuge]
Generated description
Driftless Area National Wildlife Refuge is a federally protected wildlife refuge in northeastern Iowa that conserves rare bluffland and karst habitats and the endangered species that depend on them.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Driftless Area National Wildlife Refuge
Target entity description: Driftless Area National Wildlife Refuge is a federally protected wildlife refuge in northeastern Iowa that conserves rare bluffland and karst habitats and the endangered species that depend on them.
  • A. Necedah National Wildlife Refuge
    Necedah National Wildlife Refuge is a large protected wetland and forest area in central Wisconsin known for its role in conserving migratory birds and endangered species such as the whooping crane.
  • B. Seedskadee National Wildlife Refuge
    Seedskadee National Wildlife Refuge is a protected area in southwestern Wyoming known for its riparian habitats along the Green River that support diverse birdlife, wildlife, and native vegetation.
  • C. Minnesota Valley National Wildlife Refuge
    Minnesota Valley National Wildlife Refuge is a large protected natural area in Minnesota that preserves diverse wetlands, prairies, and floodplain forests while providing habitat for wildlife and outdoor recreation opportunities near the Twin Cities.
  • D. Horicon National Wildlife Refuge
    Horicon National Wildlife Refuge is a major wetland and wildlife sanctuary in Wisconsin renowned for its extensive marshes and large populations of migratory birds, especially waterfowl.
  • E. Kirwin National Wildlife Refuge
    Kirwin National Wildlife Refuge is a federally protected area in northern Kansas known for its reservoir, wetlands, and grassland habitats that support migratory birds and diverse 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d1a4c08190afc325491ba38870 completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5c0c8a481908aa7a40bca15e38e completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb6d3bc6c81909e4bbedeea557615 completed May 9, 2026, 10:36 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7364cf88190b0930af7768dc429 completed May 9, 2026, 10:37 p.m.
Created at: April 10, 2026, 4:53 a.m.