Triple

T842567
Position Surface form Disambiguated ID Type / Status
Subject Phoenix metropolitan area E18208 entity
Predicate hasAirport P105 FINISHED
Object Phoenix–Mesa Gateway Airport
Phoenix–Mesa Gateway Airport is a commercial and general aviation airport in the southeastern Phoenix metropolitan area that serves as a secondary air travel hub for the region.
E101613 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 Gateway Airport | Statement: [Phoenix metropolitan area, hasAirport, Phoenix–Mesa Gateway Airport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phoenix–Mesa Gateway Airport
Context triple: [Phoenix metropolitan area, hasAirport, Phoenix–Mesa Gateway Airport]
  • A. Phoenix Sky Harbor International Airport
    Phoenix Sky Harbor International Airport is a major commercial airport in Phoenix, Arizona, serving as a key air travel gateway for the southwestern United States.
  • B. Pueblo Memorial Airport
    Pueblo Memorial Airport is a public airport serving the city of Pueblo in southern Colorado, providing general aviation, military, and limited commercial air services.
  • C. Santa Fe Regional Airport
    Santa Fe Regional Airport is a public airport providing commercial and general aviation services to the city of Santa Fe and the surrounding region in northern New Mexico.
  • D. Sky Harbor Airport
    Sky Harbor Airport is a major international airport serving the Phoenix metropolitan area in Arizona and one of the busiest air travel hubs in the United States.
  • E. Gerald R. Ford International Airport
    Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
  • 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 Gateway Airport
Triple: [Phoenix metropolitan area, hasAirport, Phoenix–Mesa Gateway Airport]
Generated description
Phoenix–Mesa Gateway Airport is a commercial and general aviation airport in the southeastern Phoenix metropolitan area that serves as a secondary air travel hub for the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phoenix–Mesa Gateway Airport
Target entity description: Phoenix–Mesa Gateway Airport is a commercial and general aviation airport in the southeastern Phoenix metropolitan area that serves as a secondary air travel hub for the region.
  • A. Phoenix Sky Harbor International Airport
    Phoenix Sky Harbor International Airport is a major commercial airport in Phoenix, Arizona, serving as a key air travel gateway for the southwestern United States.
  • B. Pueblo Memorial Airport
    Pueblo Memorial Airport is a public airport serving the city of Pueblo in southern Colorado, providing general aviation, military, and limited commercial air services.
  • C. Santa Fe Regional Airport
    Santa Fe Regional Airport is a public airport providing commercial and general aviation services to the city of Santa Fe and the surrounding region in northern New Mexico.
  • D. Sky Harbor Airport
    Sky Harbor Airport is a major international airport serving the Phoenix metropolitan area in Arizona and one of the busiest air travel hubs in the United States.
  • E. Gerald R. Ford International Airport
    Gerald R. Ford International Airport is the primary commercial airport serving the Grand Rapids metropolitan area and western Michigan.
  • F. None of above. chosen

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_69a4938b04208190b82e1df6b572c548 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4abe8a0bc81909b54af465e67be1f completed March 1, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3bb2fa08190b1e8f26ceb04b08c completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a5929de48190b01f45fbf19c72dc completed March 4, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7a63205308190b55b76116c0d5e7c completed March 4, 2026, 3:25 a.m.
Created at: March 1, 2026, 7:38 p.m.