Triple
T6798707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bahía de Banderas municipality |
E156124
|
entity |
| Predicate | locatedInMetropolitanArea |
P294
|
FINISHED |
| Object |
Puerto Vallarta metropolitan area
The Puerto Vallarta metropolitan area is a coastal urban region on Mexico’s Pacific coast centered on the resort city of Puerto Vallarta and surrounding municipalities along Bahía de Banderas.
|
E179014
|
NE FINISHED |
How this triple was built (4 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: Puerto Vallarta metropolitan area | Statement: [Bahía de Banderas municipality, locatedInMetropolitanArea, Puerto Vallarta metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Puerto Vallarta metropolitan area Context triple: [Bahía de Banderas municipality, locatedInMetropolitanArea, Puerto Vallarta metropolitan area]
-
A.
Puerto Vallarta
Puerto Vallarta is a popular Pacific coast resort city in the Mexican state of Jalisco, known for its beaches, nightlife, and vibrant arts and cultural scene.
-
B.
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.
-
C.
Guadalajara metropolitan area
The Guadalajara metropolitan area is a major urban and economic hub in western Mexico centered on the city of Guadalajara and its surrounding municipalities.
-
D.
Minatitlán
Minatitlán is an industrial city in the Mexican state of Veracruz, known for its major oil refinery and strategic location in the petroleum industry.
-
E.
Tijuana
Tijuana is a large, bustling border city in northwestern Mexico known for its cultural vibrancy, manufacturing industry, and close economic and social ties with the neighboring U.S. city of San Diego.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Puerto Vallarta metropolitan area Triple: [Bahía de Banderas municipality, locatedInMetropolitanArea, Puerto Vallarta metropolitan area]
Generated description
The Puerto Vallarta metropolitan area is a coastal urban region on Mexico’s Pacific coast centered on the resort city of Puerto Vallarta and surrounding municipalities along Bahía de Banderas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Puerto Vallarta metropolitan area Target entity description: The Puerto Vallarta metropolitan area is a coastal urban region on Mexico’s Pacific coast centered on the resort city of Puerto Vallarta and surrounding municipalities along Bahía de Banderas.
-
A.
Puerto Vallarta
chosen
Puerto Vallarta is a popular Pacific coast resort city in the Mexican state of Jalisco, known for its beaches, nightlife, and vibrant arts and cultural scene.
-
B.
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.
-
C.
Guadalajara metropolitan area
The Guadalajara metropolitan area is a major urban and economic hub in western Mexico centered on the city of Guadalajara and its surrounding municipalities.
-
D.
Minatitlán
Minatitlán is an industrial city in the Mexican state of Veracruz, known for its major oil refinery and strategic location in the petroleum industry.
-
E.
Tijuana
Tijuana is a large, bustling border city in northwestern Mexico known for its cultural vibrancy, manufacturing industry, and close economic and social ties with the neighboring U.S. city of San Diego.
- F. None of above.
Provenance (5 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_69c6881844448190a65822d9b39d7f88 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d2cb6b2881909b30bb8020a9d3bf |
completed | March 27, 2026, 6:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723d211508190a31747b2d67ed42e |
completed | March 28, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69c7244c3dcc8190852a26404354e63d |
completed | March 28, 2026, 12:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c724d8f3bc819090cf65d6ae0ba1ed |
completed | March 28, 2026, 12:46 a.m. |
Created at: March 27, 2026, 2:15 p.m.