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.