Triple

T5745346
Position Surface form Disambiguated ID Type / Status
Subject Avondale, Arizona E126717 entity
Predicate isPartOf P10 FINISHED
Object Maricopa Association of Governments region E100488 NE FINISHED

How this triple was built (2 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: Maricopa Association of Governments region | Statement: [Avondale, Arizona, isPartOf, Maricopa Association of Governments region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maricopa Association of Governments region
Context triple: [Avondale, Arizona, isPartOf, Maricopa Association of Governments region]
  • A. Arizona Sun Corridor
    The Arizona Sun Corridor is a rapidly growing megaregion in south-central Arizona that encompasses major urban areas including Phoenix and Tucson, serving as a key economic and population hub of the American Southwest.
  • B. Maricopa Association of Governments chosen
    The Maricopa Association of Governments is a regional planning agency that coordinates transportation, land use, and policy initiatives for the greater Phoenix metropolitan area in Arizona.
  • C. 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.
  • D. 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.
  • E. Valley of the Sun
    The Valley of the Sun is a major metropolitan region in central Arizona centered on Phoenix, known for its desert climate, rapid growth, and sprawling urban development.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c025883b608190b21523da2afde218 completed March 22, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e2c54c0819087ab79ae855b9677 completed March 22, 2026, 11:41 p.m.
Created at: March 22, 2026, 3:48 p.m.