Triple
T15571351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Juan, Texas |
E374248
|
entity |
| Predicate | economicLink |
P25108
|
FINISHED |
| Object | McAllen–Reynosa cross-border region |
E943409
|
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: McAllen–Reynosa cross-border region | Statement: [San Juan, Texas, economicLink, McAllen–Reynosa cross-border region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: McAllen–Reynosa cross-border region Context triple: [San Juan, Texas, economicLink, McAllen–Reynosa cross-border region]
-
A.
Reynosa–McAllen area
chosen
The Reynosa–McAllen area is a major transborder urban region linking McAllen, Texas, with Reynosa, Mexico, characterized by intensive cross-border trade, manufacturing, and cultural exchange.
-
B.
Laredo–Nuevo Laredo metropolitan area
The Laredo–Nuevo Laredo metropolitan area is a major binational urban and economic region straddling the U.S.–Mexico border, centered on the cities of Laredo, Texas, and Nuevo Laredo, Tamaulipas.
-
C.
Brownsville–Matamoros metropolitan area
The Brownsville–Matamoros metropolitan area is a major transborder urban region spanning Brownsville, Texas, and Matamoros, Tamaulipas, serving as a key hub for U.S.–Mexico trade, culture, and daily cross-border movement.
-
D.
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.
-
E.
Nuevo Laredo
Nuevo Laredo is a major Mexican border city in the state of Tamaulipas, located across the Rio Grande from Laredo, Texas, and serving as an important hub for international trade and transportation.
- 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_69d85ccd575081908909b71a3f3e3a61 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e2025888190a2b6240296bba13e |
completed | April 16, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff56c231e0819083d6032eb21114b2 |
completed | May 9, 2026, 3:46 p.m. |
Created at: April 10, 2026, 4:10 a.m.