Triple

T14494151
Position Surface form Disambiguated ID Type / Status
Subject Interstate 19 E359445 entity
Predicate regionServed P82 FINISHED
Object Tucson metropolitan area
The Tucson metropolitan area is a major urban region in southern Arizona centered on the city of Tucson, known for its desert climate, growing population, and role as an economic and cultural hub near the U.S.–Mexico border.
E24712 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: Tucson metropolitan area | Statement: [Interstate 19, regionServed, Tucson metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tucson metropolitan area
Context triple: [Interstate 19, regionServed, Tucson metropolitan area]
  • A. Prescott, Arizona metropolitan area
    The Prescott, Arizona metropolitan area is a region in central Arizona centered on the city of Prescott and encompassing surrounding communities such as Cornville, forming a small but growing hub for tourism, retirement, and outdoor recreation.
  • B. 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.
  • C. Tucson
    Tucson is a major city in southern Arizona known for its desert landscape, rich Native American and Mexican cultural influences, and the University of Arizona.
  • D. Santa Fe metropolitan area
    The Santa Fe metropolitan area is a U.S. metropolitan region in north-central New Mexico centered on the city of Santa Fe and encompassing surrounding communities and towns.
  • E. 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.
  • 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: Tucson metropolitan area
Triple: [Interstate 19, regionServed, Tucson metropolitan area]
Generated description
The Tucson metropolitan area is a major urban region in southern Arizona centered on the city of Tucson, known for its desert climate, growing population, and role as an economic and cultural hub near the U.S.–Mexico border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tucson metropolitan area
Target entity description: The Tucson metropolitan area is a major urban region in southern Arizona centered on the city of Tucson, known for its desert climate, growing population, and role as an economic and cultural hub near the U.S.–Mexico border.
  • A. Prescott, Arizona metropolitan area
    The Prescott, Arizona metropolitan area is a region in central Arizona centered on the city of Prescott and encompassing surrounding communities such as Cornville, forming a small but growing hub for tourism, retirement, and outdoor recreation.
  • B. 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.
  • C. Tucson chosen
    Tucson is a major city in southern Arizona known for its desert landscape, rich Native American and Mexican cultural influences, and the University of Arizona.
  • D. Santa Fe metropolitan area
    The Santa Fe metropolitan area is a U.S. metropolitan region in north-central New Mexico centered on the city of Santa Fe and encompassing surrounding communities and towns.
  • E. 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.
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de930f34d08190b4b30e54e2f702ed completed April 14, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d9544cc81908105554f212a9b8c completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd6e75155081908cec8cac1101c17e completed May 8, 2026, 5:02 a.m.
NED2 Entity disambiguation (via description) batch_69fd6f38ea788190a957419ca1971b15 completed May 8, 2026, 5:06 a.m.
Created at: April 10, 2026, 1:21 a.m.