Triple

T4639385
Position Surface form Disambiguated ID Type / Status
Subject Phoenix–Mesa Gateway Airport E101613 entity
Predicate isSecondaryHubFor P8522 FINISHED
Object Phoenix metropolitan area E18208 NE FINISHED

How this triple was built (3 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 metropolitan area | Statement: [Phoenix–Mesa Gateway Airport, isSecondaryHubFor, Phoenix metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phoenix metropolitan area
Context triple: [Phoenix–Mesa Gateway Airport, isSecondaryHubFor, Phoenix metropolitan area]
  • A. 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.
  • B. Austin metropolitan area
    The Austin metropolitan area is a rapidly growing urban region in central Texas centered on the city of Austin, known for its technology industry, vibrant music and cultural scene, and major universities.
  • C. Jackson metropolitan area
    The Jackson metropolitan area is the urban and suburban region centered around Jackson, Mississippi, serving as the state's primary hub for government, commerce, and culture.
  • D. Seattle metropolitan area
    The Seattle metropolitan area is a major urban and economic hub in Washington State centered on the city of Seattle, known for its technology industry, port facilities, and cultural influence in the Pacific Northwest.
  • E. Tyler metropolitan area
    The Tyler metropolitan area is a regional urban and economic hub in East Texas centered on the city of Tyler, known for its healthcare, education, and rose cultivation industries.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isSecondaryHubFor
Context triple: [Phoenix–Mesa Gateway Airport, isSecondaryHubFor, Phoenix metropolitan area]
  • A. hasPrimaryHub
    Indicates that an entity is associated with or operates from a main or central hub location among potentially multiple hubs.
  • B. secondaryHub chosen
    Indicates that an entity functions as a secondary or backup hub in relation to a primary hub within a network or system.
  • C. isMajorHubType
    Indicates that an entity functions as a primary or central hub within a larger network or system.
  • D. isITHubOf
    Indicates that an entity serves as a central location or primary center for IT-related activities, services, or operations for another entity or area.
  • E. hasSecondaryFocus
    Indicates that an entity has an additional, subordinate area of attention, concern, or specialization beyond its primary focus.
  • F. None of above.

Provenance (4 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a8e0ee88190becab97d2ef1571a completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4d739e9c8190b7fffe68a3b54de5 completed March 21, 2026, 7:49 a.m.
PD Predicate disambiguation batch_69bd5234d24c819095c79890b70eff9a completed March 20, 2026, 1:57 p.m.
Created at: March 20, 2026, 1:13 p.m.