Triple

T3099869
Position Surface form Disambiguated ID Type / Status
Subject Calexico E64688 entity
Predicate borderRegion P12818 FINISHED
Object Calexico–Mexicali metropolitan area E297350 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: Calexico–Mexicali metropolitan area | Statement: [Calexico, borderRegion, Calexico–Mexicali metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Calexico–Mexicali metropolitan area
Context triple: [Calexico, borderRegion, Calexico–Mexicali metropolitan area]
  • A. Mexicali metropolitan area chosen
    The Mexicali metropolitan area is a major urban and economic center in northern Baja California, Mexico, forming a cross-border conurbation with Calexico, California.
  • B. El Paso–Juárez metropolitan area
    The El Paso–Juárez metropolitan area is a major binational urban region spanning the U.S.–Mexico border, centered on the cities of El Paso, Texas, and Ciudad Juárez, Chihuahua, and closely linked through extensive economic, social, and cultural ties.
  • C. Tecate urban area
    Tecate urban area is the main populated city zone of the border municipality of Tecate in Baja California, Mexico, known for its role as a regional commercial and industrial center.
  • D. 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.
  • E. Madera metropolitan area
    The Madera metropolitan area is a U.S. Census-defined region in central California centered on the city of Madera and its surrounding communities.
  • 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_69ad857dc98481909e585dc3372e3ed5 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada26b03a081909cf187b9a8f805ce completed March 8, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2037cc5fc819084a441ebb045142b completed March 12, 2026, 12:06 a.m.
Created at: March 8, 2026, 3:03 p.m.