Bay of Banderas metropolitan area
E688740
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.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Bay of Banderas metropolitan area canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T7768730 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bay of Banderas metropolitan area Context triple: [Puerto Vallarta, partOf, Bay of Banderas metropolitan area]
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A.
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.
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B.
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.
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C.
McAllen–Edinburg–Mission metropolitan area
The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
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D.
Mexicali metropolitan area
The Mexicali metropolitan area is a major urban and economic center in northern Baja California, Mexico, forming a cross-border conurbation with Calexico, California.
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E.
Orizaba metropolitan area
The Orizaba metropolitan area is an urban agglomeration in central Veracruz, Mexico, centered on the city of Orizaba and its surrounding municipalities, known for its industrial activity and proximity to Pico de Orizaba.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bay of Banderas metropolitan area Target entity description: 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.
-
A.
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.
-
B.
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.
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C.
McAllen–Edinburg–Mission metropolitan area
The McAllen–Edinburg–Mission metropolitan area is a major urban region in South Texas’ Rio Grande Valley centered on the cities of McAllen, Edinburg, and Mission near the U.S.–Mexico border.
-
D.
Mexicali metropolitan area
The Mexicali metropolitan area is a major urban and economic center in northern Baja California, Mexico, forming a cross-border conurbation with Calexico, California.
-
E.
Orizaba metropolitan area
The Orizaba metropolitan area is an urban agglomeration in central Veracruz, Mexico, centered on the city of Orizaba and its surrounding municipalities, known for its industrial activity and proximity to Pico de Orizaba.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf | metropolitan area ⓘ |
| bordersBodyOfWater |
Bahía de Banderas
NERFINISHED
ⓘ
Pacific Ocean ⓘ |
| climate | tropical savanna climate ⓘ |
| country | Mexico ⓘ |
| economicBasis |
hospitality industry
ⓘ
real estate development ⓘ tourism ⓘ |
| governingLevel | cross-state urban agglomeration ⓘ |
| hasAirport | Licenciado Gustavo Díaz Ordaz International Airport NERFINISHED ⓘ |
| hasCoreCity | Puerto Vallarta NERFINISHED ⓘ |
| hasPart |
Bahía de Banderas Municipality
NERFINISHED
ⓘ
Boca de Tomatlán NERFINISHED ⓘ Bucerías NERFINISHED ⓘ El Pitillal NERFINISHED ⓘ Ixtapa, Jalisco NERFINISHED ⓘ La Cruz de Huanacaxtle NERFINISHED ⓘ Las Jarretaderas, Nayarit NERFINISHED ⓘ Las Juntas, Jalisco NERFINISHED ⓘ Mezcales NERFINISHED ⓘ Mismaloya NERFINISHED ⓘ Nuevo Vallarta NERFINISHED ⓘ Puerto Vallarta NERFINISHED ⓘ Punta de Mita NERFINISHED ⓘ San José del Valle, Nayarit NERFINISHED ⓘ Valle de Banderas, Nayarit NERFINISHED ⓘ |
| hasResortArea |
Hotel Zone of Puerto Vallarta
NERFINISHED
ⓘ
Marina Vallarta NERFINISHED ⓘ Romantic Zone of Puerto Vallarta NERFINISHED ⓘ |
| knownFor |
beach tourism
ⓘ
cruise ship tourism ⓘ resort hotels ⓘ sport fishing ⓘ whale watching ⓘ |
| language | Spanish ⓘ |
| locatedIn |
Bay of Banderas
NERFINISHED
ⓘ
Pacific coast of Mexico ⓘ |
| locatedInAdministrativeTerritory |
State of Jalisco
NERFINISHED
ⓘ
State of Nayarit NERFINISHED ⓘ |
| partOf |
Costa Norte region of Jalisco
NERFINISHED
ⓘ
Riviera Nayarit tourist corridor NERFINISHED ⓘ |
| timeZone |
Central Time Zone
ⓘ
surface form:
Central Daylight Time
Central Time Zone ⓘ
surface form:
Central Standard Time
|
| tourismBrand |
Puerto Vallarta – Riviera Nayarit
NERFINISHED
ⓘ
Riviera Nayarit NERFINISHED ⓘ |
| transportInfrastructure |
Puerto Vallarta International Airport
NERFINISHED
ⓘ
maritime port facilities in Puerto Vallarta ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Bay of Banderas metropolitan area Description of subject: 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.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.