Triple

T9575203
Position Surface form Disambiguated ID Type / Status
Subject Plano Real E231027 entity
Predicate keyPerson P256 FINISHED
Object Gustavo Franco
Gustavo Franco is a Brazilian economist and former president of the Central Bank of Brazil who played a leading role in designing and implementing the Real Plan that stabilized Brazil’s economy in the 1990s.
E806329 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: Gustavo Franco | Statement: [Plano Real, keyPerson, Gustavo Franco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gustavo Franco
Context triple: [Plano Real, keyPerson, Gustavo Franco]
  • A. Enrique Tierno Galván
    Enrique Tierno Galván was a Spanish socialist politician, jurist, and intellectual best known for serving as the popular mayor of Madrid during Spain’s transition to democracy.
  • B. José de la Riva-Agüero
    José de la Riva-Agüero was a Peruvian military leader and politician who became the country's first president during its early struggle for independence in the 1820s.
  • C. Ignacio López Rayón
    Ignacio López Rayón was a prominent early leader and ideologue of the Mexican War of Independence, known for organizing insurgent government structures and promoting constitutional principles.
  • D. Antonio Guzmán Blanco
    Antonio Guzmán Blanco was a 19th-century Venezuelan caudillo and liberal statesman who served multiple terms as president and led major political and modernizing reforms in the country.
  • E. Salvador de Madariaga
    Salvador de Madariaga was a Spanish diplomat, writer, historian, and liberal intellectual known for his prominent role in international politics and advocacy of European integration in the early 20th century.
  • 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: Gustavo Franco
Triple: [Plano Real, keyPerson, Gustavo Franco]
Generated description
Gustavo Franco is a Brazilian economist and former president of the Central Bank of Brazil who played a leading role in designing and implementing the Real Plan that stabilized Brazil’s economy in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gustavo Franco
Target entity description: Gustavo Franco is a Brazilian economist and former president of the Central Bank of Brazil who played a leading role in designing and implementing the Real Plan that stabilized Brazil’s economy in the 1990s.
  • A. Enrique Tierno Galván
    Enrique Tierno Galván was a Spanish socialist politician, jurist, and intellectual best known for serving as the popular mayor of Madrid during Spain’s transition to democracy.
  • B. José de la Riva-Agüero
    José de la Riva-Agüero was a Peruvian military leader and politician who became the country's first president during its early struggle for independence in the 1820s.
  • C. Ignacio López Rayón
    Ignacio López Rayón was a prominent early leader and ideologue of the Mexican War of Independence, known for organizing insurgent government structures and promoting constitutional principles.
  • D. Antonio Guzmán Blanco
    Antonio Guzmán Blanco was a 19th-century Venezuelan caudillo and liberal statesman who served multiple terms as president and led major political and modernizing reforms in the country.
  • E. Salvador de Madariaga
    Salvador de Madariaga was a Spanish diplomat, writer, historian, and liberal intellectual known for his prominent role in international politics and advocacy of European integration in the early 20th century.
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99aa964c8190a50717edff30f10b completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d152c3f1e8819099f3f9d0f1d2d7b3 completed April 4, 2026, 6:04 p.m.
NEDg Description generation batch_69d1536742d88190aff89f2a23f7e67e completed April 4, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_69d153c42a30819097279446e3db01b9 completed April 4, 2026, 6:09 p.m.
Created at: March 30, 2026, 8:05 p.m.