Triple

T3739094
Position Surface form Disambiguated ID Type / Status
Subject Dilma Rousseff E79655 entity
Predicate notableWork P4 FINISHED
Object 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.
E383908 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: Brazilian Growth Acceleration Program (PAC) | Statement: [Dilma Rousseff, notableWork, Brazilian Growth Acceleration Program (PAC)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brazilian Growth Acceleration Program (PAC)
Context triple: [Dilma Rousseff, notableWork, Brazilian Growth Acceleration Program (PAC)]
  • A. 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.
  • B. National Transformation Program
    The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
  • 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. Initiative for the Integration of the Regional Infrastructure of South America
    The Initiative for the Integration of the Regional Infrastructure of South America (IIRSA) was a multinational program launched in 2000 to coordinate and promote large-scale transport, energy, and communications infrastructure projects across South American countries to foster regional integration and economic development.
  • E. Project 211
    Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
  • 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: Brazilian Growth Acceleration Program (PAC)
Triple: [Dilma Rousseff, notableWork, Brazilian Growth Acceleration Program (PAC)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brazilian Growth Acceleration Program (PAC)
Target entity description: 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.
  • A. 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.
  • B. National Transformation Program
    The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
  • 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. Initiative for the Integration of the Regional Infrastructure of South America
    The Initiative for the Integration of the Regional Infrastructure of South America (IIRSA) was a multinational program launched in 2000 to coordinate and promote large-scale transport, energy, and communications infrastructure projects across South American countries to foster regional integration and economic development.
  • E. Project 211
    Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
  • 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb404b908190b6b4ee583dee3cc9 completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db23ff3c81908d19295a7ce4a39c completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4dbabb314819092dbd1ece83a894c completed March 14, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc9b80f8819083074657a32798a4 completed March 14, 2026, 3:57 a.m.
Created at: March 8, 2026, 3:34 p.m.