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.