Triple

T5104937
Position Surface form Disambiguated ID Type / Status
Subject Cochise County, Arizona E115068 entity
Predicate contains P35 FINISHED
Object Douglas, Arizona
Douglas, Arizona is a small border city in southeastern Arizona known for its historic mining roots and location adjacent to Agua Prieta, Mexico.
E525120 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: Douglas, Arizona | Statement: [Cochise County, Arizona, contains, Douglas, 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: Douglas, Arizona
Context triple: [Cochise County, Arizona, contains, Douglas, Arizona]
  • A. Williams, Arizona
    Williams, Arizona is a small historic Route 66 town in northern Arizona that serves as a popular gateway and staging point for visitors traveling to the Grand Canyon.
  • B. Safford, Arizona
    Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila Valley.
  • C. Coolidge, Arizona
    Coolidge, Arizona is a small city in central Arizona known as the gateway to the Casa Grande Ruins National Monument and for its agricultural and desert surroundings.
  • D. Cottonwood, Arizona
    Cottonwood, Arizona is a small city in central Arizona’s Verde Valley known for its historic Old Town, wineries, and proximity to Sedona and other outdoor recreation areas.
  • E. Mesa, Arizona
    Mesa, Arizona is a large city in the Phoenix metropolitan area known for its desert climate, suburban communities, and role as a major spring training hub for Major League Baseball.
  • 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: Douglas, Arizona
Target entity description: Douglas, Arizona is a small border city in southeastern Arizona known for its historic mining roots and location adjacent to Agua Prieta, Mexico.
  • A. Williams, Arizona
    Williams, Arizona is a small historic Route 66 town in northern Arizona that serves as a popular gateway and staging point for visitors traveling to the Grand Canyon.
  • B. Safford, Arizona
    Safford, Arizona is a small city in southeastern Arizona that serves as a regional hub for agriculture and outdoor recreation in the Gila Valley.
  • C. Coolidge, Arizona
    Coolidge, Arizona is a small city in central Arizona known as the gateway to the Casa Grande Ruins National Monument and for its agricultural and desert surroundings.
  • D. Cottonwood, Arizona
    Cottonwood, Arizona is a small city in central Arizona’s Verde Valley known for its historic Old Town, wineries, and proximity to Sedona and other outdoor recreation areas.
  • E. Mesa, Arizona
    Mesa, Arizona is a large city in the Phoenix metropolitan area known for its desert climate, suburban communities, and role as a major spring training hub for Major League Baseball.
  • F. None of above. chosen

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: Douglas, Arizona
Triple: [Cochise County, Arizona, contains, Douglas, Arizona]
Generated description
Douglas, Arizona is a small border city in southeastern Arizona known for its historic mining roots and location adjacent to Agua Prieta, Mexico.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd4440b3348190be1251fd8b7951f1 elicitation completed
NER batch_69bd7589e40c8190a46e4a1b7142be14 ner completed
NED1 batch_69bf8575c1e48190a611bbbe9b3fb286 ned_source_triple completed
NED2 batch_69bf867d39f4819091fb79cafcc66123 ned_description completed
NEDg batch_69bf86249f788190939565a9b3b42dd3 nedg completed
Created at: March 20, 2026, 1:41 p.m.