Triple

T676449
Position Surface form Disambiguated ID Type / Status
Subject Sonoran Desert E13086 entity
Predicate containsProtectedArea P855 FINISHED
Object Kofa National Wildlife Refuge
Kofa National Wildlife Refuge is a vast protected area in southwestern Arizona known for its rugged desert mountains, iconic saguaro-studded landscapes, and critical habitat for desert bighorn sheep and other Sonoran Desert wildlife.
E83370 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: Kofa National Wildlife Refuge | Statement: [Sonoran Desert, containsProtectedArea, Kofa National Wildlife Refuge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kofa National Wildlife Refuge
Context triple: [Sonoran Desert, containsProtectedArea, Kofa National Wildlife Refuge]
  • A. Culebra National Wildlife Refuge
    Culebra National Wildlife Refuge is a federally protected area in Puerto Rico known for its pristine beaches, important seabird nesting sites, and conservation of marine and coastal ecosystems.
  • B. Columbia National Wildlife Refuge
    Columbia National Wildlife Refuge is a protected area in central Washington known for its diverse wetlands, basalt cliffs, and rich birdlife that provide important habitat for migratory waterfowl and other wildlife.
  • C. Great Meadows National Wildlife Refuge
    Great Meadows National Wildlife Refuge is a protected wetland and wildlife habitat along the Concord and Sudbury Rivers in eastern Massachusetts, known for birdwatching, conservation, and nature trails.
  • D. Cape Poge Wildlife Refuge
    Cape Poge Wildlife Refuge is a protected coastal area on Chappaquiddick Island in Massachusetts, known for its beaches, salt marshes, and important wildlife habitats.
  • E. Ridgefield National Wildlife Refuge
    Ridgefield National Wildlife Refuge is a protected natural area in southwestern Washington known for its wetlands, diverse bird populations, and opportunities for wildlife observation and environmental education.
  • 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: Kofa National Wildlife Refuge
Triple: [Sonoran Desert, containsProtectedArea, Kofa National Wildlife Refuge]
Generated description
Kofa National Wildlife Refuge is a vast protected area in southwestern Arizona known for its rugged desert mountains, iconic saguaro-studded landscapes, and critical habitat for desert bighorn sheep and other Sonoran Desert wildlife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kofa National Wildlife Refuge
Target entity description: Kofa National Wildlife Refuge is a vast protected area in southwestern Arizona known for its rugged desert mountains, iconic saguaro-studded landscapes, and critical habitat for desert bighorn sheep and other Sonoran Desert wildlife.
  • A. Culebra National Wildlife Refuge
    Culebra National Wildlife Refuge is a federally protected area in Puerto Rico known for its pristine beaches, important seabird nesting sites, and conservation of marine and coastal ecosystems.
  • B. Columbia National Wildlife Refuge
    Columbia National Wildlife Refuge is a protected area in central Washington known for its diverse wetlands, basalt cliffs, and rich birdlife that provide important habitat for migratory waterfowl and other wildlife.
  • C. Great Meadows National Wildlife Refuge
    Great Meadows National Wildlife Refuge is a protected wetland and wildlife habitat along the Concord and Sudbury Rivers in eastern Massachusetts, known for birdwatching, conservation, and nature trails.
  • D. Cape Poge Wildlife Refuge
    Cape Poge Wildlife Refuge is a protected coastal area on Chappaquiddick Island in Massachusetts, known for its beaches, salt marshes, and important wildlife habitats.
  • E. Ridgefield National Wildlife Refuge
    Ridgefield National Wildlife Refuge is a protected natural area in southwestern Washington known for its wetlands, diverse bird populations, and opportunities for wildlife observation and environmental education.
  • 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_69a4933d3bf88190972041cd8cf143b9 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a04b2ae881908a5c23453bef8572 completed March 1, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c3a1b6588190b0c9215afb3a9200 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c7ff50088190827743f3f42622ce completed March 2, 2026, 5:25 p.m.
NED2 Entity disambiguation (via description) batch_69a5cd1dd7848190a987276500040a4f completed March 2, 2026, 5:47 p.m.
Created at: March 1, 2026, 7:36 p.m.