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.