Triple

T13714062
Position Surface form Disambiguated ID Type / Status
Subject Jesús María E328847 entity
Predicate partOf P40 FINISHED
Object Aguascalientes metropolitan area
The Aguascalientes metropolitan area is an urban agglomeration in central Mexico centered on the city of Aguascalientes and encompassing surrounding municipalities such as Jesús María.
 E1080776 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: Aguascalientes metropolitan area | Statement: [Jesús María, partOf, Aguascalientes metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aguascalientes metropolitan area
Context triple: [Jesús María, partOf, Aguascalientes metropolitan area]
  • A. 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.
  • B. Zacatecas metropolitan area
    The Zacatecas metropolitan area is an urban agglomeration in central Mexico centered on the city of Zacatecas and its surrounding municipalities, serving as a regional hub for administration, commerce, and culture.
  • C. Celaya metropolitan area
    The Celaya metropolitan area is a major urban and economic hub in the state of Guanajuato, Mexico, centered on the city of Celaya and its surrounding municipalities.
  • D. Puebla metropolitan area
    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.
  • E. 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.
  • 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: Aguascalientes metropolitan area
Triple: [Jesús María, partOf, Aguascalientes metropolitan area]
Generated description
The Aguascalientes metropolitan area is an urban agglomeration in central Mexico centered on the city of Aguascalientes and encompassing surrounding municipalities such as Jesús María.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aguascalientes metropolitan area
Target entity description: The Aguascalientes metropolitan area is an urban agglomeration in central Mexico centered on the city of Aguascalientes and encompassing surrounding municipalities such as Jesús María.
  • A. 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.
  • B. Zacatecas metropolitan area
    The Zacatecas metropolitan area is an urban agglomeration in central Mexico centered on the city of Zacatecas and its surrounding municipalities, serving as a regional hub for administration, commerce, and culture.
  • C. Celaya metropolitan area
    The Celaya metropolitan area is a major urban and economic hub in the state of Guanajuato, Mexico, centered on the city of Celaya and its surrounding municipalities.
  • D. Puebla metropolitan area
    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.
  • E. 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.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd43973cf08190a417d0cca9dd314a completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd08a3a1481908400e3e55bf38aac completed May 7, 2026, 5:48 p.m.
NEDg Description generation batch_69fcd288bd5881908f6a442201c5beea completed May 7, 2026, 5:57 p.m.
NED2 Entity disambiguation (via description) batch_69fcd3ad7be8819094fc71c9f44fb4cb completed May 7, 2026, 6:02 p.m.
Created at: April 9, 2026, 9:54 p.m.