Triple

T10593816
Position Surface form Disambiguated ID Type / Status
Subject Luiz Inácio Lula da Silva E250057 entity
Predicate implementedProgram P10461 FINISHED
Object Bolsa Família
Bolsa Família is a Brazilian federal social welfare program that provides conditional cash transfers to low-income families to reduce poverty and improve access to education and healthcare.
E873431 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: Bolsa Família | Statement: [Luiz Inácio Lula da Silva, implementedProgram, Bolsa Família]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bolsa Família
Context triple: [Luiz Inácio Lula da Silva, implementedProgram, Bolsa Família]
  • A. Brazilian Growth Acceleration Program (PAC)
    The Brazilian Growth Acceleration Program (PAC) was a large-scale federal investment initiative aimed at boosting Brazil’s economic growth through infrastructure development and social programs.
  • B. Plano Real
    Plano Real was a landmark Brazilian economic stabilization plan launched in 1994 that successfully curbed hyperinflation and introduced the modern Brazilian currency, the real.
  • C. Pantawid Pamilyang Pilipino Program
    The Pantawid Pamilyang Pilipino Program is the Philippine government’s flagship conditional cash transfer initiative aimed at reducing poverty by providing financial assistance to poor households in exchange for meeting health and education requirements.
  • D. National Financial System of Brazil
    The National Financial System of Brazil is the country’s institutional and regulatory framework that organizes and oversees its banking, credit, capital markets, and monetary policy operations.
  • E. National Monetary Council of Brazil
    The National Monetary Council of Brazil is the country’s highest economic policy-making body, responsible for formulating guidelines for monetary, credit, and foreign exchange policy and overseeing the financial system.
  • 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: Bolsa Família
Triple: [Luiz Inácio Lula da Silva, implementedProgram, Bolsa Família]
Generated description
Bolsa Família is a Brazilian federal social welfare program that provides conditional cash transfers to low-income families to reduce poverty and improve access to education and healthcare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bolsa Família
Target entity description: Bolsa Família is a Brazilian federal social welfare program that provides conditional cash transfers to low-income families to reduce poverty and improve access to education and healthcare.
  • A. Brazilian Growth Acceleration Program (PAC)
    The Brazilian Growth Acceleration Program (PAC) was a large-scale federal investment initiative aimed at boosting Brazil’s economic growth through infrastructure development and social programs.
  • B. Plano Real
    Plano Real was a landmark Brazilian economic stabilization plan launched in 1994 that successfully curbed hyperinflation and introduced the modern Brazilian currency, the real.
  • C. Pantawid Pamilyang Pilipino Program
    The Pantawid Pamilyang Pilipino Program is the Philippine government’s flagship conditional cash transfer initiative aimed at reducing poverty by providing financial assistance to poor households in exchange for meeting health and education requirements.
  • D. National Financial System of Brazil
    The National Financial System of Brazil is the country’s institutional and regulatory framework that organizes and oversees its banking, credit, capital markets, and monetary policy operations.
  • E. National Monetary Council of Brazil
    The National Monetary Council of Brazil is the country’s highest economic policy-making body, responsible for formulating guidelines for monetary, credit, and foreign exchange policy and overseeing the financial system.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5278bacd88190a50dedfa59b622fc completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e8de2e88190835954abb2ac2ece completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d95f80d0c48190b88e3a4b3e42279c completed April 10, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69d9602a1d688190ad0f3014d69049cc completed April 10, 2026, 8:40 p.m.
Created at: April 6, 2026, 12:40 p.m.