Triple
T16673501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | El Centro, California |
E405160
|
entity |
| Predicate | economicRegion |
P9956
|
FINISHED |
| Object | Binational U.S.–Mexico border region |
E620639
|
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: Binational U.S.–Mexico border region | Statement: [El Centro, California, economicRegion, Binational U.S.–Mexico border region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Binational U.S.–Mexico border region Context triple: [El Centro, California, economicRegion, Binational U.S.–Mexico border region]
-
A.
U.S.–Mexico borderlands region
chosen
The U.S.–Mexico borderlands region is a culturally and historically interconnected area spanning parts of the southern United States and northern Mexico, characterized by cross-border economic ties, migration, and blended social identities.
-
B.
Canada–United States border region
The Canada–United States border region is the extensive transboundary area where the two countries meet, encompassing shared ecosystems, waterways, and communities that require coordinated environmental and policy management.
-
C.
U.S.–Mexico border
The U.S.–Mexico border is the international boundary separating the United States and Mexico, stretching from the Pacific Ocean to the Gulf of Mexico and serving as a major focal point for migration, trade, and security issues.
-
D.
United States–Mexico–Canada Agreement region (US)
The United States–Mexico–Canada Agreement region (US) refers to the United States as the national territory participating in the USMCA trade pact with Mexico and Canada.
-
E.
CANAMEX Corridor
The CANAMEX Corridor is a major North American trade and transportation route linking Canada, the United States, and Mexico to facilitate commerce and economic integration.
- 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_69d8838c28748190b3f5967c743940ab |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37d6904008190a79ab30b6d9ccae9 |
completed | April 18, 2026, 12:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a3916508190bd5edd91310ddb5a |
completed | May 10, 2026, 1:38 p.m. |
Created at: April 10, 2026, 5:19 a.m.