Triple
T15832630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Workers' Party |
E383907
|
entity |
| Predicate | notableGovernmentProgram |
P4146
|
FINISHED |
| Object | Bolsa Família |
E873431
|
NE FINISHED |
How this triple was built (3 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: [Workers' Party, notableGovernmentProgram, Bolsa Família]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bolsa Família Context triple: [Workers' Party, notableGovernmentProgram, Bolsa Família]
-
A.
Bolsa Família
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Fome Zero
Fome Zero is a Brazilian government initiative aimed at eradicating hunger and extreme poverty through a combination of social welfare, food security, and income redistribution programs.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableGovernmentProgram Context triple: [Workers' Party, notableGovernmentProgram, Bolsa Família]
-
A.
notableNationalProgram
chosen
Indicates that an entity is recognized as a significant or prominent program at the national level.
-
B.
notableGlobalProgram
Indicates that an entity is recognized as a significant, widely acknowledged program with impact or prominence at a global scale.
-
C.
nationalProgram
Indicates that an entity is part of, associated with, or designated as a program organized or administered at the national level.
-
D.
notableInitiative
Indicates that an entity is especially recognized for leading, launching, or being closely associated with a significant project, program, or initiative.
-
E.
notableCampaign
Indicates that an entity is prominently associated with a particular campaign, such as by leading, featuring in, or being a key focus of that campaign.
- F. None of above.
Provenance (4 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e11e653e388190a4696cdb22546715 |
completed | April 16, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff99a0e62081909d02f87972490eef |
completed | May 9, 2026, 8:31 p.m. |
| PD | Predicate disambiguation | batch_69e005418f588190824d91ff7974dada |
completed | April 15, 2026, 9:38 p.m. |
Created at: April 10, 2026, 4:49 a.m.