Triple

T13064709
Position Surface form Disambiguated ID Type / Status
Subject El Mirage, Arizona E329289 entity
Predicate inMetropolitanStatisticalArea P15840 FINISHED
Object Phoenix–Mesa–Chandler, AZ MSA
The Phoenix–Mesa–Chandler, AZ Metropolitan Statistical Area is a major urban region in central Arizona centered on the cities of Phoenix, Mesa, and Chandler, encompassing numerous surrounding communities.
E18208 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: Phoenix–Mesa–Chandler, AZ MSA | Statement: [El Mirage, Arizona, inMetropolitanStatisticalArea, Phoenix–Mesa–Chandler, AZ MSA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phoenix–Mesa–Chandler, AZ MSA
Context triple: [El Mirage, Arizona, inMetropolitanStatisticalArea, Phoenix–Mesa–Chandler, AZ MSA]
  • A. Phoenix, Arizona
    Phoenix, Arizona is the capital and largest city of the U.S. state of Arizona, known for its desert climate, sprawling metropolitan area, and role as a major economic and cultural center of the American Southwest.
  • B. Phoenix, Arizona
    Phoenix, Arizona is the capital and largest city of the U.S. state of Arizona, known for its sprawling metropolitan area, desert climate, and role as a major economic and cultural center of the American Southwest.
  • C. 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.
  • D. 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.
  • E. Phoenix metropolitan area
    The Phoenix metropolitan area is a large, rapidly growing urban region in central Arizona centered on the city of Phoenix and known for its desert climate, sprawling suburbs, and major economic and cultural influence in the American Southwest.
  • 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: Phoenix–Mesa–Chandler, AZ MSA
Triple: [El Mirage, Arizona, inMetropolitanStatisticalArea, Phoenix–Mesa–Chandler, AZ MSA]
Generated description
The Phoenix–Mesa–Chandler, AZ Metropolitan Statistical Area is a major urban region in central Arizona centered on the cities of Phoenix, Mesa, and Chandler, encompassing numerous surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phoenix–Mesa–Chandler, AZ MSA
Target entity description: The Phoenix–Mesa–Chandler, AZ Metropolitan Statistical Area is a major urban region in central Arizona centered on the cities of Phoenix, Mesa, and Chandler, encompassing numerous surrounding communities.
  • A. Phoenix, Arizona
    Phoenix, Arizona is the capital and largest city of the U.S. state of Arizona, known for its desert climate, sprawling metropolitan area, and role as a major economic and cultural center of the American Southwest.
  • B. Phoenix, Arizona
    Phoenix, Arizona is the capital and largest city of the U.S. state of Arizona, known for its sprawling metropolitan area, desert climate, and role as a major economic and cultural center of the American Southwest.
  • C. 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.
  • D. 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.
  • E. Phoenix metropolitan area chosen
    The Phoenix metropolitan area is a large, rapidly growing urban region in central Arizona centered on the city of Phoenix and known for its desert climate, sprawling suburbs, and major economic and cultural influence in the American Southwest.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980e9bdfc81908eb90fb50597df64 completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbe630808190a9a3481127bbaa86 completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6d039254881909927b58225f194de completed May 3, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6d0d218d4819080273a151a0890d3 completed May 3, 2026, 4:36 a.m.
Created at: April 9, 2026, 8:59 p.m.