Triple

T12028080
Position Surface form Disambiguated ID Type / Status
Subject GEAR (Growth, Employment and Redistribution) strategy E286328 entity
Predicate replacedBy P101 FINISHED
Object Accelerated and Shared Growth Initiative for South Africa
The Accelerated and Shared Growth Initiative for South Africa (AsgiSA) was a mid-2000s government economic program aimed at boosting growth, reducing poverty and unemployment, and ensuring that the benefits of economic expansion were more broadly shared across South African society.
E959871 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: Accelerated and Shared Growth Initiative for South Africa | Statement: [GEAR (Growth, Employment and Redistribution) strategy, replacedBy, Accelerated and Shared Growth Initiative for South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Accelerated and Shared Growth Initiative for South Africa
Context triple: [GEAR (Growth, Employment and Redistribution) strategy, replacedBy, Accelerated and Shared Growth Initiative for South Africa]
  • A. South African national budget
    The South African national budget is the government’s annual financial plan that outlines projected revenue, spending priorities, and fiscal policy for the country.
  • B. African Peace Fund
    The African Peace Fund is a financial mechanism of the African Union dedicated to mobilizing and managing resources for peace and security initiatives across the African continent.
  • C. Johannesburg Plan of Implementation
    The Johannesburg Plan of Implementation is a global action framework adopted at the 2002 World Summit on Sustainable Development to advance and operationalize international commitments on sustainable development and poverty eradication.
  • D. Ras Initiative
    Ras Initiative is a specialized research program focused on advancing the understanding and therapeutic targeting of RAS-driven cancers.
  • E. Africa Progress Panel
    The Africa Progress Panel is an independent advocacy organization that promotes equitable and sustainable development across Africa, often through high-level reports and policy engagement.
  • 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: Accelerated and Shared Growth Initiative for South Africa
Triple: [GEAR (Growth, Employment and Redistribution) strategy, replacedBy, Accelerated and Shared Growth Initiative for South Africa]
Generated description
The Accelerated and Shared Growth Initiative for South Africa (AsgiSA) was a mid-2000s government economic program aimed at boosting growth, reducing poverty and unemployment, and ensuring that the benefits of economic expansion were more broadly shared across South African society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Accelerated and Shared Growth Initiative for South Africa
Target entity description: The Accelerated and Shared Growth Initiative for South Africa (AsgiSA) was a mid-2000s government economic program aimed at boosting growth, reducing poverty and unemployment, and ensuring that the benefits of economic expansion were more broadly shared across South African society.
  • A. South African national budget
    The South African national budget is the government’s annual financial plan that outlines projected revenue, spending priorities, and fiscal policy for the country.
  • B. African Peace Fund
    The African Peace Fund is a financial mechanism of the African Union dedicated to mobilizing and managing resources for peace and security initiatives across the African continent.
  • C. Johannesburg Plan of Implementation
    The Johannesburg Plan of Implementation is a global action framework adopted at the 2002 World Summit on Sustainable Development to advance and operationalize international commitments on sustainable development and poverty eradication.
  • D. Ras Initiative
    Ras Initiative is a specialized research program focused on advancing the understanding and therapeutic targeting of RAS-driven cancers.
  • E. Africa Progress Panel
    The Africa Progress Panel is an independent advocacy organization that promotes equitable and sustainable development across Africa, often through high-level reports and policy engagement.
  • 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_69d6ab4669e48190b59246358b0383ab completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903f13ae8819097a5740f7c51df82 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b8111b88190a42a8904a2d26862 completed May 1, 2026, 11:16 a.m.
NEDg Description generation batch_69f48fc7a8848190a06b34cc45db4789 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495fbfa2481908a1d757a27909d5a completed May 1, 2026, 12:01 p.m.
Created at: April 8, 2026, 9:47 p.m.