Triple

T12838346
Position Surface form Disambiguated ID Type / Status
Subject Sorocaba E306978 entity
Predicate hasHigherEducationInstitution P113 FINISHED
Object Universidade de Sorocaba
Universidade de Sorocaba is a Brazilian private university located in the city of Sorocaba, São Paulo, offering a range of undergraduate and graduate programs across multiple fields.
 E1094905 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: Universidade de Sorocaba | Statement: [Sorocaba, hasHigherEducationInstitution, Universidade de Sorocaba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Universidade de Sorocaba
Context triple: [Sorocaba, hasHigherEducationInstitution, Universidade de Sorocaba]
  • A. Universidade Salgado de Oliveira
    Universidade Salgado de Oliveira is a Brazilian private university that offers a range of undergraduate and graduate programs across multiple campuses, including one in Juiz de Fora.
  • B. Universidade Católica de Santos
    Universidade Católica de Santos is a private Catholic university in the coastal city of Santos, Brazil, known for its programs in areas such as law, health sciences, and humanities.
  • C. Universidade do Vale do Rio dos Sinos
    Universidade do Vale do Rio dos Sinos is a prominent private Jesuit university in southern Brazil known for its strong programs in humanities, technology, and social sciences.
  • D. Universidade do Vale do Paraíba
    Universidade do Vale do Paraíba is a Brazilian higher education institution located in São José dos Campos, known for its strong programs in science, technology, and engineering.
  • E. Federal University of Paraná
    The Federal University of Paraná is one of Brazil’s oldest and most prestigious public universities, renowned for its research and academic excellence.
  • 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: Universidade de Sorocaba
Triple: [Sorocaba, hasHigherEducationInstitution, Universidade de Sorocaba]
Generated description
Universidade de Sorocaba is a Brazilian private university located in the city of Sorocaba, São Paulo, offering a range of undergraduate and graduate programs across multiple fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Universidade de Sorocaba
Target entity description: Universidade de Sorocaba is a Brazilian private university located in the city of Sorocaba, São Paulo, offering a range of undergraduate and graduate programs across multiple fields.
  • A. Universidade Salgado de Oliveira
    Universidade Salgado de Oliveira is a Brazilian private university that offers a range of undergraduate and graduate programs across multiple campuses, including one in Juiz de Fora.
  • B. Universidade Católica de Santos
    Universidade Católica de Santos is a private Catholic university in the coastal city of Santos, Brazil, known for its programs in areas such as law, health sciences, and humanities.
  • C. Universidade do Vale do Rio dos Sinos
    Universidade do Vale do Rio dos Sinos is a prominent private Jesuit university in southern Brazil known for its strong programs in humanities, technology, and social sciences.
  • D. Universidade do Vale do Paraíba
    Universidade do Vale do Paraíba is a Brazilian higher education institution located in São José dos Campos, known for its strong programs in science, technology, and engineering.
  • E. Federal University of Paraná
    The Federal University of Paraná is one of Brazil’s oldest and most prestigious public universities, renowned for its research and academic excellence.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96ff11b4481909fb2f92c46186853 completed April 10, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c1ee7048190b2571364b25bd49d completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4cc76178819086fb9a9b6b5cfd05 completed May 8, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fd4dcc41c481908f0d7e05c4c176ee completed May 8, 2026, 2:43 a.m.
Created at: April 9, 2026, 5:35 p.m.