Triple

T4411853
Position Surface form Disambiguated ID Type / Status
Subject Japanese Brazilians E94868 entity
Predicate majorUrbanNeighborhood P30030 FINISHED
Object Liberdade, São Paulo
Liberdade, São Paulo is a central district of São Paulo renowned as the city's historic Japanese quarter and a major hub of Japanese-Brazilian culture, commerce, and cuisine.
E438770 NE FINISHED

How this triple was built (5 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: Liberdade, São Paulo | Statement: [Japanese Brazilians, majorUrbanNeighborhood, Liberdade, São Paulo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberdade, São Paulo
Context triple: [Japanese Brazilians, majorUrbanNeighborhood, Liberdade, São Paulo]
  • A. Sé, São Paulo
    Sé, São Paulo is a historic central district of São Paulo, Brazil, known as the city's symbolic heart and home to major landmarks, including the main cathedral and the official city center marker.
  • B. Bela Vista, São Paulo
    Bela Vista is a central neighborhood in São Paulo, Brazil, known for its Italian heritage, vibrant cultural life, and important landmarks such as major theaters and museums.
  • C. Guarulhos
    Guarulhos is a major city in the São Paulo metropolitan area of Brazil, known as an important industrial and logistics hub.
  • D. Butantã, São Paulo
    Butantã is a district in western São Paulo best known for hosting the main campus of the University of São Paulo and several major research and cultural institutions.
  • E. Itaquera, São Paulo
    Itaquera, São Paulo is an eastern district of São Paulo best known for hosting Corinthians’ modern football stadium, a key venue from the 2014 FIFA World Cup.
  • 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: Liberdade, São Paulo
Triple: [Japanese Brazilians, majorUrbanNeighborhood, Liberdade, São Paulo]
Generated description
Liberdade, São Paulo is a central district of São Paulo renowned as the city's historic Japanese quarter and a major hub of Japanese-Brazilian culture, commerce, and cuisine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberdade, São Paulo
Target entity description: Liberdade, São Paulo is a central district of São Paulo renowned as the city's historic Japanese quarter and a major hub of Japanese-Brazilian culture, commerce, and cuisine.
  • A. Sé, São Paulo
    Sé, São Paulo is a historic central district of São Paulo, Brazil, known as the city's symbolic heart and home to major landmarks, including the main cathedral and the official city center marker.
  • B. Bela Vista, São Paulo
    Bela Vista is a central neighborhood in São Paulo, Brazil, known for its Italian heritage, vibrant cultural life, and important landmarks such as major theaters and museums.
  • C. Guarulhos
    Guarulhos is a major city in the São Paulo metropolitan area of Brazil, known as an important industrial and logistics hub.
  • D. Butantã, São Paulo
    Butantã is a district in western São Paulo best known for hosting the main campus of the University of São Paulo and several major research and cultural institutions.
  • E. Itaquera, São Paulo
    Itaquera, São Paulo is an eastern district of São Paulo best known for hosting Corinthians’ modern football stadium, a key venue from the 2014 FIFA World Cup.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: majorUrbanNeighborhood
Context triple: [Japanese Brazilians, majorUrbanNeighborhood, Liberdade, São Paulo]
  • A. isUrbanNeighborhood chosen
    Indicates that a given area functions as a neighborhood located within an urban or city environment.
  • B. hasNeighbourhood
    Indicates that one entity is located within, or is associated with, a particular neighborhood area of another entity.
  • C. isUrbanDistrict
    Indicates that a given district is classified as an urban administrative or residential area rather than a rural one.
  • D. notableNeighborhoodType
    Indicates that a neighborhood is notably characterized by, or strongly associated with, a particular type or category (e.g., residential, commercial, historic).
  • E. neighborhood
    Indicates that one entity is located in close spatial proximity to another, typically within the same local area or district.
  • F. None of above.

Provenance (6 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_69b34539638c8190abfea3eb29425210 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b354e656dc819093ca8395d7334006 completed March 13, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f6131de08190968259a0be73cd3f completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f76c8ea08190a6f6c81f0c3dcea7 completed March 15, 2026, 12:03 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7e313f48190afb83123e3b24926 completed March 15, 2026, 12:05 a.m.
PD Predicate disambiguation batch_69b34f5b36a881909bf2e970aa523390 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:29 p.m.