Triple

T16070486
Position Surface form Disambiguated ID Type / Status
Subject Cocopah Health and Human Services E389847 entity
Predicate regionServed P82 FINISHED
Object southwestern Arizona
Southwestern Arizona is a desert region of the U.S. state of Arizona, bordering Mexico and known for its arid climate, sparse population, and significant Native American and agricultural communities.
 E215761 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: southwestern Arizona | Statement: [Cocopah Health and Human Services, regionServed, southwestern Arizona]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: southwestern Arizona
Context triple: [Cocopah Health and Human Services, regionServed, southwestern Arizona]
  • A. southeastern Arizona
    Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
  • B. Southwest Arizona
    Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
  • C. Southern Arizona
    Southern Arizona is a desert region of the U.S. state of Arizona known for its warm climate, Sonoran Desert landscapes, and major urban center Tucson.
  • D. western Arizona
    Western Arizona is the region of Arizona along the Colorado River and the California border, characterized by desert landscapes, riverfront communities, and recreational areas.
  • E. northwestern Arizona
    Northwestern Arizona is a region of the state characterized by its desert landscapes along the Colorado River, including communities such as Bullhead City and proximity to Nevada and the Grand Canyon.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: southwestern Arizona
Target entity description: Southwestern Arizona is a desert region of the U.S. state of Arizona, bordering Mexico and known for its arid climate, sparse population, and significant Native American and agricultural communities.
  • A. southeastern Arizona
    Southeastern Arizona is a region of the U.S. state of Arizona known for its desert landscapes, mountain ranges, and proximity to the U.S.–Mexico border.
  • B. Southwest Arizona chosen
    Southwest Arizona is a desert region of the U.S. state of Arizona known for its hot, arid climate, border communities, and proximity to the Colorado River and Mexico.
  • C. Southern Arizona
    Southern Arizona is a desert region of the U.S. state of Arizona known for its warm climate, Sonoran Desert landscapes, and major urban center Tucson.
  • D. western Arizona
    Western Arizona is the region of Arizona along the Colorado River and the California border, characterized by desert landscapes, riverfront communities, and recreational areas.
  • E. northwestern Arizona
    Northwestern Arizona is a region of the state characterized by its desert landscapes along the Colorado River, including communities such as Bullhead City and proximity to Nevada and the Grand Canyon.
  • F. None of above.

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: southwestern Arizona
Triple: [Cocopah Health and Human Services, regionServed, southwestern Arizona]
Generated description
Southwestern Arizona is a desert region of the U.S. state of Arizona, bordering Mexico and known for its arid climate, sparse population, and significant Native American and agricultural communities.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d86daf32ec8190a8c0466c8f49c3c0 elicitation completed
NER batch_69e183bd9578819097e7cb1108b1f6f7 ner completed
NED1 batch_69ffe4827cd48190aa470c6537e72508 ned_source_triple completed
NED2 batch_69ffe7387b38819094e55ae14ec2c036 ned_description completed
NEDg batch_69ffe6c956a48190845faac983b9a064 nedg completed
Created at: April 10, 2026, 4:57 a.m.