Triple

T4428247
Position Surface form Disambiguated ID Type / Status
Subject America/Bahia_Banderas E95260 entity
Predicate primaryCityInRegion P3940 FINISHED
Object Puerto Vallarta E179014 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: Puerto Vallarta | Statement: [America/Bahia_Banderas, primaryCityInRegion, Puerto Vallarta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Puerto Vallarta
Context triple: [America/Bahia_Banderas, primaryCityInRegion, Puerto Vallarta]
  • 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. Cabo San Lucas
    Cabo San Lucas is a popular resort city at the southern tip of Mexico’s Baja California Peninsula, known for its beaches, marine life, and distinctive rock formations such as El Arco.
  • C. Acapulco
    Acapulco is a historic Mexican Pacific coastal city that flourished as a major colonial-era seaport and remains a prominent tourist destination.
  • D. Cancún
    Cancún is a major Mexican resort city on the Caribbean coast, renowned for its beaches, tourism industry, and role as a host for international conferences and summits.
  • E. Punta de Mita
    Punta de Mita is a luxury beach resort area on Mexico’s Pacific coast known for its upscale hotels, surfing, and proximity to the Bay of Banderas and the Marietas Islands.
  • 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: primaryCityInRegion
Context triple: [America/Bahia_Banderas, primaryCityInRegion, Puerto Vallarta]
  • A. primaryCity chosen
    Indicates that one city serves as the main or most important city associated with a given region, entity, or context.
  • B. capitalCityOfRegion
    Indicates that a city serves as the official capital of a specified region, functioning as its primary administrative or governmental center.
  • C. principalCityOf
    Indicates that a city serves as the main or most important city (often administrative, economic, or cultural center) of a specified region or area.
  • D. mainCityInTerritory
    Indicates that a city serves as the primary or most important urban center within a specified territory.
  • E. servesAsFocusCityFor
    Indicates that a city functions as a primary or designated focus city for an airline, organization, or transportation network, typically hosting significant but not hub-level operations or activities.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355674d5481908bf2dfd611f3520f completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6136ac9c081908780783a27f66474 completed March 15, 2026, 2:03 a.m.
PD Predicate disambiguation batch_69b34f5eabe88190a12b244ea71e46d6 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:30 p.m.