Triple
T14415454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Puerto Vallarta International Airport |
E357438
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Bahía de Banderas region |
E156117
|
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: Bahía de Banderas region | Statement: [Puerto Vallarta International Airport, serves, Bahía de Banderas region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bahía de Banderas region Context triple: [Puerto Vallarta International Airport, serves, Bahía de Banderas region]
-
A.
Paso del Norte region
The Paso del Norte region is a transborder area encompassing communities around the Rio Grande where West Texas, southern New Mexico, and northern Chihuahua meet, centered on the binational El Paso–Ciudad Juárez urban corridor.
-
B.
Bahía de Banderas
chosen
Bahía de Banderas is a large Pacific Ocean bay on Mexico’s west coast, renowned for its beaches, marine life, and popular tourist destinations such as Puerto Vallarta and Nuevo Vallarta.
-
C.
Valle de Banderas
Valle de Banderas is a town in the Mexican state of Nayarit that serves as the administrative and cultural center of the surrounding Bahía de Banderas region.
-
D.
Baja
Baja is a town in southern Hungary known for its location on the Danube River and its cultural and economic role in the Bačka region.
-
E.
Ciénega region
The Ciénega region is a geographic and cultural area in the eastern part of the Mexican state of Jalisco, known for its agricultural productivity and historic towns.
- 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_69d82793421c8190861eb0e673b085de |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de90cc99208190a2313b1acfb5d802 |
completed | April 14, 2026, 7:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd552a75ec8190b966d509d315ca60 |
completed | May 8, 2026, 3:14 a.m. |
Created at: April 10, 2026, 1:17 a.m.