Triple

T21147516
Position Surface form Disambiguated ID Type / Status
Subject San Luis–Yuma metropolitan area E521096 entity
Predicate partOf P40 FINISHED
Object Greater US–Mexico border economy NE NERFINISHED

How this triple was built (3 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: Greater US–Mexico border economy | Statement: [San Luis–Yuma metropolitan area, partOf, Greater US–Mexico border economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Greater US–Mexico border economy
Context triple: [San Luis–Yuma metropolitan area, partOf, Greater US–Mexico border economy]
  • A. Hyperborder: The Contemporary U.S.–Mexico Border and Its Future
    "Hyperborder: The Contemporary U.S.–Mexico Border and Its Future" is a book by architect Fernando Romero that analyzes the social, economic, and spatial dynamics of the U.S.–Mexico border region and explores scenarios for its future development.
  • B. Mexican foreign trade
    Mexican foreign trade encompasses the international exchange of goods and services between Mexico and other countries, playing a crucial role in the nation’s economic growth, industrial development, and integration into global markets.
  • C. Mexico–United States trade corridor
    The Mexico–United States trade corridor is a major binational freight and transportation route that channels high-volume commercial traffic between industrial and port regions in Mexico and markets in the United States.
  • D. Mexico–United States border crossings
    Mexico–United States border crossings are official ports of entry—by road, rail, and on foot—where people and goods legally pass between Mexico and the United States under binational control and inspection.
  • E. United States to Latin America remittance corridor
    The United States to Latin America remittance corridor is a major cross-border money transfer channel through which migrants in the U.S. send funds to family and recipients across Latin American countries.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Greater US–Mexico border economy
Target entity description: The Greater US–Mexico border economy is an integrated cross-border regional market characterized by intensive trade, manufacturing, labor mobility, and shared infrastructure linking communities along the entire U.S.–Mexico frontier.
  • A. Hyperborder: The Contemporary U.S.–Mexico Border and Its Future
    "Hyperborder: The Contemporary U.S.–Mexico Border and Its Future" is a book by architect Fernando Romero that analyzes the social, economic, and spatial dynamics of the U.S.–Mexico border region and explores scenarios for its future development.
  • B. Mexican foreign trade
    Mexican foreign trade encompasses the international exchange of goods and services between Mexico and other countries, playing a crucial role in the nation’s economic growth, industrial development, and integration into global markets.
  • C. Mexico–United States trade corridor
    The Mexico–United States trade corridor is a major binational freight and transportation route that channels high-volume commercial traffic between industrial and port regions in Mexico and markets in the United States.
  • D. Mexico–United States border crossings
    Mexico–United States border crossings are official ports of entry—by road, rail, and on foot—where people and goods legally pass between Mexico and the United States under binational control and inspection.
  • E. United States to Latin America remittance corridor
    The United States to Latin America remittance corridor is a major cross-border money transfer channel through which migrants in the U.S. send funds to family and recipients across Latin American countries.
  • F. None of above. chosen

Provenance (2 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_69e0b50c6a848190a4e525a77a319b8a completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e723fe9da88190b65c370b1efcbb96 completed April 21, 2026, 7:15 a.m.
Created at: April 16, 2026, 2:58 p.m.