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.