Triple
T8800762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mo Ibrahim |
E209399
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
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.
|
E759308
|
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: Africa Progress Panel | Statement: [Mo Ibrahim, memberOf, Africa Progress Panel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Africa Progress Panel Context triple: [Mo Ibrahim, memberOf, Africa Progress Panel]
-
A.
African Institute for Economic Development and Planning
The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
-
B.
African Union Development Agency-NEPAD
The African Union Development Agency-NEPAD is the African Union’s specialized body responsible for driving sustainable development, regional integration, and socio-economic transformation across the continent.
-
C.
African Union Panel of the Wise
The African Union Panel of the Wise is a high-level advisory body of eminent African personalities tasked with supporting the African Union’s efforts in conflict prevention, mediation, and peacebuilding across the continent.
-
D.
African Renaissance
African Renaissance is an intellectual and political movement advocating the cultural, economic, and political renewal of the African continent and its diaspora.
-
E.
Office of Analysis for Africa
The Office of Analysis for Africa is a specialized unit within the U.S. State Department’s Bureau of Intelligence and Research that produces political and strategic analysis on African countries and regional issues to inform U.S. foreign policy.
- 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: Africa Progress Panel Triple: [Mo Ibrahim, memberOf, Africa Progress Panel]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Africa Progress Panel Target entity description: 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.
-
A.
African Institute for Economic Development and Planning
The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
-
B.
African Union Development Agency-NEPAD
The African Union Development Agency-NEPAD is the African Union’s specialized body responsible for driving sustainable development, regional integration, and socio-economic transformation across the continent.
-
C.
African Union Panel of the Wise
The African Union Panel of the Wise is a high-level advisory body of eminent African personalities tasked with supporting the African Union’s efforts in conflict prevention, mediation, and peacebuilding across the continent.
-
D.
African Renaissance
African Renaissance is an intellectual and political movement advocating the cultural, economic, and political renewal of the African continent and its diaspora.
-
E.
Office of Analysis for Africa
The Office of Analysis for Africa is a specialized unit within the U.S. State Department’s Bureau of Intelligence and Research that produces political and strategic analysis on African countries and regional issues to inform U.S. foreign policy.
- 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_69ca836320e48190b5cf585b90a322c4 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5fb8aab88190befed16301e08efc |
completed | March 31, 2026, 11:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6f6fdd688190bf40bbde0be991e1 |
completed | April 3, 2026, 7:42 a.m. |
| NEDg | Description generation | batch_69cf718a6f2c81908f8b8d08a1437749 |
completed | April 3, 2026, 7:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf7275fea08190b8999fb30663ff17 |
completed | April 3, 2026, 7:55 a.m. |
Created at: March 30, 2026, 6:44 p.m.