Triple
T3099846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calexico |
E64688
|
entity |
| Predicate | hasCrossBorderTiesWith |
P37800
|
FINISHED |
| Object | Mexicali |
E76488
|
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 | Statement: [Calexico, hasCrossBorderTiesWith, Mexicali]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mexicali Context triple: [Calexico, hasCrossBorderTiesWith, Mexicali]
-
A.
Mexicali
chosen
Mexicali is the capital and one of the largest cities of the Mexican state of Baja California, known for its border location adjacent to Calexico, California, and its significant industrial and agricultural economy.
-
B.
Coahuila
Coahuila is a large, mostly arid state in northeastern Mexico known for its desert landscapes, mountain ranges, and significant industrial and mining activities.
-
C.
Baja California
Baja California is a long, narrow peninsula in northwestern Mexico known for its deserts, rugged coastline, and popular tourist destinations such as Tijuana and Ensenada.
-
D.
Nayarit
Nayarit is a small Pacific-coast state in western Mexico known for its beaches, coastal resorts, and diverse mountainous and tropical landscapes.
-
E.
Sonora
Sonora is a large northwestern Mexican state bordering the United States, known for its desert landscapes, cattle ranching, and significant industrial and agricultural production.
- 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: hasCrossBorderTiesWith Context triple: [Calexico, hasCrossBorderTiesWith, Mexicali]
-
A.
isLinkedEconomicallyTo
Indicates that two entities are connected through economic relationships such as trade, investment, financial flows, or shared market dependencies.
-
B.
maintainsTransnationalTies
Indicates that an entity sustains ongoing social, economic, political, or cultural connections that span across national borders.
-
C.
hasCrossBorderManagement
Indicates that an entity exercises management or control over operations, assets, or activities that extend across national borders.
-
D.
hasBorderWithNonSovereignEntity
Indicates that one entity shares a land or maritime border with a political or territorial unit that is not fully sovereign.
-
E.
hasBorderRelation
chosen
Indicates that one entity shares a boundary or border with another entity.
- 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_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_69b31a4da4b48190987aa1c1f5f61fd9 |
completed | March 12, 2026, 7:55 p.m. |
| PD | Predicate disambiguation | batch_69ad9df06ed88190809f0683122caa5a |
completed | March 8, 2026, 4:04 p.m. |
Created at: March 8, 2026, 3:03 p.m.