Triple
T16690674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexicali border crossing |
E405584
|
entity |
| Predicate | borderCrossingOf |
P4105
|
FINISHED |
| Object | Mexicali metropolitan area |
E297350
|
NE FINISHED |
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: Mexicali metropolitan area | Statement: [Mexicali border crossing, borderCrossingOf, Mexicali metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mexicali metropolitan area Context triple: [Mexicali border crossing, borderCrossingOf, 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.
Los Mochis metropolitan area
The Los Mochis metropolitan area is an urban agglomeration in northern Sinaloa, Mexico, centered on the city of Los Mochis and serving as a regional hub for commerce and transportation.
-
C.
Bajío metropolitan area
The Bajío metropolitan area is a major urban and economic region in central Mexico centered around key cities such as León in the state of Guanajuato.
-
D.
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.
-
E.
Bay of Banderas metropolitan area
The Bay of Banderas metropolitan area is a bi-state urban region on Mexico’s Pacific coast centered on the resort city of Puerto Vallarta and surrounding coastal communities around the Bay of Banderas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: borderCrossingOf Context triple: [Mexicali border crossing, borderCrossingOf, Mexicali metropolitan area]
-
A.
borderCrossingArea
Indicates an area specifically designated for crossing a border between two jurisdictions or territories.
-
B.
crossesBorderOf
Indicates that one entity passes from one side of the boundary of another entity (typically a region or area) to the other side, traversing its border.
-
C.
borderCrossingRequirement
Indicates the conditions or obligations that must be met for an entity to legally or formally cross a border between jurisdictions.
-
D.
hasBorderCrossing
chosen
Indicates that there exists a point or facility where movement or transit is possible between the boundaries of two adjacent regions or jurisdictions.
-
E.
borderTownAcrossBorder
Indicates that a town lies on one side of a border directly opposite or adjacent to a town on the other side of that border.
- F. None of above.
Provenance (4 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_69e37ea8cabc8190ba321503399960da |
completed | April 18, 2026, 12:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0091984dcc8190b0b20d2e57bc3a11 |
completed | May 10, 2026, 2:09 p.m. |
| PD | Predicate disambiguation | batch_69e319bc73908190a0e38bc926b31f10 |
completed | April 18, 2026, 5:42 a.m. |
Created at: April 10, 2026, 5:19 a.m.