Triple

T22023686
Position Surface form Disambiguated ID Type / Status
Subject Estrella Mountain Community College E543903 entity
Predicate serviceArea P82 FINISHED
Object West Valley of the Phoenix metropolitan area — NE NERFINISHED

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: West Valley of the Phoenix metropolitan area | Statement: [Estrella Mountain Community College, serviceArea, West Valley of the Phoenix metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: West Valley of the Phoenix metropolitan area
Context triple: [Estrella Mountain Community College, serviceArea, West Valley of the Phoenix metropolitan area]
  • A. West Valley of the Phoenix metropolitan area chosen
    The West Valley of the Phoenix metropolitan area is the fast-growing western portion of Greater Phoenix, encompassing suburban cities and communities such as Surprise, Glendale, Peoria, and Goodyear.
  • B. South-Central Phoenix
    South-Central Phoenix is an urban area of Phoenix, Arizona, characterized by major transportation corridors, diverse neighborhoods, and a mix of residential, commercial, and industrial development just south of the city’s downtown core.
  • C. Mohave Valley area
    The Mohave Valley area is a desert river valley region along the lower Colorado River in northwestern Arizona known for its rural communities, recreation on the river, and proximity to the Nevada and California borders.
  • D. 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.
  • E. San Rafael Valley, Arizona
    San Rafael Valley, Arizona is a remote, high-elevation grassland valley in southern Arizona known for its wide open ranchlands, scenic vistas, and relatively undisturbed natural habitats near the U.S.–Mexico border.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69e11e2e8ea4819084210fe06d3a1b8d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127c9959481908da6bed356199f75 completed April 28, 2026, 9:34 p.m.
Created at: April 16, 2026, 8:23 p.m.