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.