Triple

T8363746
Position Surface form Disambiguated ID Type / Status
Subject Laguna Region E197070 entity
Predicate urbanCore P30030 FINISHED
Object Torreón-Gómez Palacio-Lerdo metropolitan area E470018 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: Torreón-Gómez Palacio-Lerdo metropolitan area | Statement: [Laguna Region, urbanCore, Torreón-Gómez Palacio-Lerdo metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Torreón-Gómez Palacio-Lerdo metropolitan area
Context triple: [Laguna Region, urbanCore, Torreón-Gómez Palacio-Lerdo metropolitan area]
  • A. 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.
  • B. Comarca Lagunera metropolitan area chosen
    The Comarca Lagunera metropolitan area is a major urban and industrial region in north-central Mexico centered around the cities of Torreón, Gómez Palacio, and Lerdo.
  • C. 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.
  • D. Gómez Palacio
    Gómez Palacio is a major industrial and agricultural city in northeastern Durango, Mexico, forming part of the Comarca Lagunera metropolitan area.
  • E. Brownsville–Matamoros metropolitan area
    The Brownsville–Matamoros metropolitan area is a major transborder urban region spanning Brownsville, Texas, and Matamoros, Tamaulipas, serving as a key hub for U.S.–Mexico trade, culture, and daily cross-border movement.
  • 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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb808a67f88190849152102bfeb574 completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc78497cc8190a88bb5934f31e1f7 completed April 2, 2026, 1:33 a.m.
Created at: March 30, 2026, 6 p.m.