Triple

T21469253
Position Surface form Disambiguated ID Type / Status
Subject Marginal Tietê expressway E529680 entity
Predicate isMajorAccessTo P26211 FINISHED
Object Guarulhos region — NE NERFINISHED

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: Guarulhos region | Statement: [Marginal Tietê expressway, isMajorAccessTo, Guarulhos region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guarulhos region
Context triple: [Marginal Tietê expressway, isMajorAccessTo, Guarulhos region]
  • A. Bragança Paulista region
    The Bragança Paulista region is an area in the state of São Paulo, Brazil, centered around the city of Bragança Paulista and known for its growing urban development, services, and regional commerce.
  • B. Paranapiacaba region
    The Paranapiacaba region is a historic mountainous area in the Brazilian state of São Paulo, known for its Atlantic Forest landscapes, railway heritage, and frequent misty climate.
  • C. Southeast Zone of São Paulo
    The Southeast Zone of São Paulo is a major administrative and residential region of the city that includes historic and densely populated districts such as Ipiranga.
  • D. Mesoregion of Campinas
    The Mesoregion of Campinas is an administrative and geographic region in the state of São Paulo, Brazil, centered around the city of Campinas and encompassing several surrounding municipalities.
  • E. Central region of São Paulo
    The Central region of São Paulo is the historic urban core of São Paulo city, encompassing dense commercial districts and traditional neighborhoods such as Bela Vista.
  • 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: Guarulhos region
Target entity description: The Guarulhos region is a major urban and industrial area in Greater São Paulo, Brazil, known for hosting São Paulo/Guarulhos International Airport and serving as a key logistics and economic hub.
  • A. Bragança Paulista region
    The Bragança Paulista region is an area in the state of São Paulo, Brazil, centered around the city of Bragança Paulista and known for its growing urban development, services, and regional commerce.
  • B. Paranapiacaba region
    The Paranapiacaba region is a historic mountainous area in the Brazilian state of São Paulo, known for its Atlantic Forest landscapes, railway heritage, and frequent misty climate.
  • C. Southeast Zone of São Paulo
    The Southeast Zone of São Paulo is a major administrative and residential region of the city that includes historic and densely populated districts such as Ipiranga.
  • D. Mesoregion of Campinas
    The Mesoregion of Campinas is an administrative and geographic region in the state of São Paulo, Brazil, centered around the city of Campinas and encompassing several surrounding municipalities.
  • E. Central region of São Paulo
    The Central region of São Paulo is the historic urban core of São Paulo city, encompassing dense commercial districts and traditional neighborhoods such as Bela Vista.
  • F. None of above. chosen

Provenance (2 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_69e0c459acb481909bb6ee452a0045c7 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9e9f58f6c8190a3d2fc8f820a9925 completed April 23, 2026, 9:44 a.m.
Created at: April 16, 2026, 6:16 p.m.