Triple

T13390892
Position Surface form Disambiguated ID Type / Status
Subject Hermanos Serdán International Airport E319568 entity
Predicate serves P98 FINISHED
Object Puebla metropolitan area E280659 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: Puebla metropolitan area | Statement: [Hermanos Serdán International Airport, serves, Puebla metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Puebla metropolitan area
Context triple: [Hermanos Serdán International Airport, serves, Puebla metropolitan area]
  • A. Puebla metropolitan area chosen
    The Puebla metropolitan area is a major urban and economic center in central Mexico that serves as the core city-region surrounding the city of Puebla.
  • B. Toluca metropolitan area
    The Toluca metropolitan area is a major urban and industrial region in central Mexico centered on the city of Toluca, serving as an important economic and transportation hub west of Mexico City.
  • C. Orizaba metropolitan area
    The Orizaba metropolitan area is an urban agglomeration in central Veracruz, Mexico, centered on the city of Orizaba and its surrounding municipalities, known for its industrial activity and proximity to Pico de Orizaba.
  • D. Querétaro metropolitan area
    The Querétaro metropolitan area is a rapidly growing urban and industrial hub in central Mexico, centered on the city of Santiago de Querétaro and known for its manufacturing, technology, and logistics sectors.
  • E. Oaxaca metropolitan area
    The Oaxaca metropolitan area is the urban agglomeration centered on the city of Oaxaca de Juárez in southern Mexico, encompassing surrounding municipalities that form its economic, cultural, and administrative region.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dba0d543348190a9c1be509b015c0f completed April 12, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac78104881909ea8d41cfb8d4574 completed May 6, 2026, 9:02 p.m.
Created at: April 9, 2026, 9:34 p.m.