Triple

T12312671
Position Surface form Disambiguated ID Type / Status
Subject Ferraz de Vasconcelos E293518 entity
Predicate hasTransportIntegrationWith P69365 FINISHED
Object Greater São Paulo E284201 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: Greater São Paulo | Statement: [Ferraz de Vasconcelos, hasTransportIntegrationWith, Greater São Paulo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Greater São Paulo
Context triple: [Ferraz de Vasconcelos, hasTransportIntegrationWith, Greater São Paulo]
  • A. São Paulo metropolitan area chosen
    The São Paulo metropolitan area is Brazil’s largest and most populous urban agglomeration, encompassing the city of São Paulo and numerous surrounding municipalities that form a major economic and cultural hub in Latin America.
  • B. São Paulo
    São Paulo is Brazil’s largest city and a major global financial, cultural, and industrial center in South America.
  • C. São Bernardo do Campo
    São Bernardo do Campo is a major industrial city in Brazil known as a key center of the automotive industry within the São Paulo metropolitan area.
  • D. West Zone of São Paulo
    The West Zone of São Paulo is a major administrative and urban region of the city known for its mix of residential neighborhoods, universities, cultural institutions, and commercial centers.
  • E. East Zone of São Paulo
    The East Zone of São Paulo is a vast, densely populated region of the city known for its working-class neighborhoods, major transportation hubs, and significant cultural and commercial activity.
  • 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: hasTransportIntegrationWith
Context triple: [Ferraz de Vasconcelos, hasTransportIntegrationWith, Greater São Paulo]
  • A. hasPublicTransitFunction
    Indicates that something serves a role or provides a service related to public transportation operations or infrastructure.
  • B. hasFormOfPublicTransit
    Indicates that one entity provides or is associated with a particular type or mode of public transportation for another entity or context.
  • C. hasPublicTransportConnection
    Indicates that there is an available public transportation link or service connecting the related entities.
  • D. hasPublicTransitRole
    Indicates that an entity holds a specific functional role or responsibility within a public transit system.
  • E. hasTransitAccessTo chosen
    Indicates that one place or entity is reachable from another via public or shared transportation services.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f621570819091ee1db2609233ea completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac73848481909303e833041ebc90 completed May 6, 2026, 9:02 p.m.
PD Predicate disambiguation batch_69d93ec02c008190a56aae60a3d9eff6 completed April 10, 2026, 6:17 p.m.
Created at: April 8, 2026, 9:53 p.m.