Triple

T8826018
Position Surface form Disambiguated ID Type / Status
Subject São José dos Campos E210016 entity
Predicate isIndustrialHubOf P3436 FINISHED
Object Vale do Paraíba region
The Vale do Paraíba region is an important industrial and technological corridor in southeastern Brazil, strategically located between São Paulo and Rio de Janeiro and known for its aerospace, automotive, and service sectors.
 E760803 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: Vale do Paraíba region | Statement: [São José dos Campos, isIndustrialHubOf, Vale do Paraíba region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vale do Paraíba region
Context triple: [São José dos Campos, isIndustrialHubOf, Vale do Paraíba region]
  • A. Região dos Lagos
    Região dos Lagos is a coastal tourist region in the state of Rio de Janeiro, Brazil, known for its beaches, clear waters, and popular resort towns like Cabo Frio, Arraial do Cabo, and Búzios.
  • B. Baixada Santista
    Baixada Santista is a coastal metropolitan region in the state of São Paulo, Brazil, known for its port city of Santos, beaches, and significant economic and touristic activity.
  • C. Nova Cruz microregion
    The Nova Cruz microregion is an administrative and statistical subdivision in the state of Rio Grande do Norte, Brazil, centered around the city of Nova Cruz.
  • D. Baixada Fluminense
    Baixada Fluminense is a densely populated, largely suburban and industrial region in the metropolitan area of Rio de Janeiro, Brazil, known for its rapid urban growth and significant social and economic challenges.
  • E. Região Serrana
    Região Serrana is a mountainous region in the state of Rio de Janeiro, Brazil, known for its cooler climate, Atlantic Forest landscapes, and historic cities such as Petrópolis and Teresópolis.
  • 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: Vale do Paraíba region
Triple: [São José dos Campos, isIndustrialHubOf, Vale do Paraíba region]
Generated description
The Vale do Paraíba region is an important industrial and technological corridor in southeastern Brazil, strategically located between São Paulo and Rio de Janeiro and known for its aerospace, automotive, and service sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vale do Paraíba region
Target entity description: The Vale do Paraíba region is an important industrial and technological corridor in southeastern Brazil, strategically located between São Paulo and Rio de Janeiro and known for its aerospace, automotive, and service sectors.
  • A. Região dos Lagos
    Região dos Lagos is a coastal tourist region in the state of Rio de Janeiro, Brazil, known for its beaches, clear waters, and popular resort towns like Cabo Frio, Arraial do Cabo, and Búzios.
  • B. Baixada Santista
    Baixada Santista is a coastal metropolitan region in the state of São Paulo, Brazil, known for its port city of Santos, beaches, and significant economic and touristic activity.
  • C. Nova Cruz microregion
    The Nova Cruz microregion is an administrative and statistical subdivision in the state of Rio Grande do Norte, Brazil, centered around the city of Nova Cruz.
  • D. Baixada Fluminense
    Baixada Fluminense is a densely populated, largely suburban and industrial region in the metropolitan area of Rio de Janeiro, Brazil, known for its rapid urban growth and significant social and economic challenges.
  • E. Região Serrana
    Região Serrana is a mountainous region in the state of Rio de Janeiro, Brazil, known for its cooler climate, Atlantic Forest landscapes, and historic cities such as Petrópolis and Teresópolis.
  • F. None of above. chosen

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_69ca8365b28081909e48e45e95dfc405 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc60332d208190972a8b03fbd760ee completed April 1, 2026, midnight
NED1 Entity disambiguation (via context triple) batch_69cf894902588190adb60140c64561f6 completed April 3, 2026, 9:32 a.m.
NEDg Description generation batch_69cf8a8c87dc81909d5c0d769341b17c completed April 3, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf8b79a0b48190a29491f5f8f81217 completed April 3, 2026, 9:42 a.m.
Created at: March 30, 2026, 6:46 p.m.