Triple

T6309366
Position Surface form Disambiguated ID Type / Status
Subject Sierra Vista, Arizona E141460 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Sierra Vista–Douglas metropolitan area
The Sierra Vista–Douglas metropolitan area is a small metropolitan region in southeastern Arizona centered around the cities of Sierra Vista and Douglas in Cochise County.
E141460 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: Sierra Vista–Douglas metropolitan area | Statement: [Sierra Vista, Arizona, partOfMetropolitanArea, Sierra Vista–Douglas metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sierra Vista–Douglas metropolitan area
Context triple: [Sierra Vista, Arizona, partOfMetropolitanArea, Sierra Vista–Douglas metropolitan area]
  • A. San Luis–Yuma metropolitan area
    The San Luis–Yuma metropolitan area is a binational urban region spanning parts of southwestern Arizona in the United States and northwestern Sonora in Mexico, centered around the cities of Yuma and San Luis Río Colorado.
  • B. Sierra Vista, Arizona
    Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
  • C. Albuquerque metropolitan area
    The Albuquerque metropolitan area is a population and economic hub in central New Mexico centered on the city of Albuquerque and encompassing surrounding counties and communities.
  • D. Mesa Central
    Mesa Central is a high, semi-arid plateau region in central Mexico known for its basins, volcanic ranges, and significant agricultural and urban centers.
  • E. El Paso–Juárez metropolitan area
    The El Paso–Juárez metropolitan area is a major binational urban region spanning the U.S.–Mexico border, centered on the cities of El Paso, Texas, and Ciudad Juárez, Chihuahua, and closely linked through extensive economic, social, and cultural ties.
  • 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: Sierra Vista–Douglas metropolitan area
Triple: [Sierra Vista, Arizona, partOfMetropolitanArea, Sierra Vista–Douglas metropolitan area]
Generated description
The Sierra Vista–Douglas metropolitan area is a small metropolitan region in southeastern Arizona centered around the cities of Sierra Vista and Douglas in Cochise County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sierra Vista–Douglas metropolitan area
Target entity description: The Sierra Vista–Douglas metropolitan area is a small metropolitan region in southeastern Arizona centered around the cities of Sierra Vista and Douglas in Cochise County.
  • A. San Luis–Yuma metropolitan area
    The San Luis–Yuma metropolitan area is a binational urban region spanning parts of southwestern Arizona in the United States and northwestern Sonora in Mexico, centered around the cities of Yuma and San Luis Río Colorado.
  • B. Sierra Vista, Arizona chosen
    Sierra Vista, Arizona is a city in southeastern Arizona that serves as a commercial, residential, and cultural hub for the surrounding region, closely associated with the nearby U.S. Army installation at Fort Huachuca.
  • C. Albuquerque metropolitan area
    The Albuquerque metropolitan area is a population and economic hub in central New Mexico centered on the city of Albuquerque and encompassing surrounding counties and communities.
  • D. Mesa Central
    Mesa Central is a high, semi-arid plateau region in central Mexico known for its basins, volcanic ranges, and significant agricultural and urban centers.
  • E. El Paso–Juárez metropolitan area
    The El Paso–Juárez metropolitan area is a major binational urban region spanning the U.S.–Mexico border, centered on the cities of El Paso, Texas, and Ciudad Juárez, Chihuahua, and closely linked through extensive economic, social, and cultural ties.
  • F. None of above.

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_69c008d00efc8190a36c05b4b4a3bf4b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0647f13a4819095c4ce8c42c5d1fb completed March 22, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e45a924081909a1190ce2987b16d completed March 27, 2026, 1:58 a.m.
NEDg Description generation batch_69c5e83baa8c819083ac5d8ed402f8b9 completed March 27, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c5e8cf4f7881908ede524ba24c1c9a completed March 27, 2026, 2:17 a.m.
Created at: March 22, 2026, 4:28 p.m.