Triple

T4059830
Position Surface form Disambiguated ID Type / Status
Subject AfCFTA Secretariat E84782 entity
Predicate leaderTitle P8 FINISHED
Object Secretary-General of the AfCFTA Secretariat
The Secretary-General of the AfCFTA Secretariat is the chief executive official responsible for overseeing the implementation, coordination, and administration of the African Continental Free Trade Area agreement across member states.
E84782 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: Secretary-General of the AfCFTA Secretariat | Statement: [AfCFTA Secretariat, leaderTitle, Secretary-General of the AfCFTA Secretariat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Secretary-General of the AfCFTA Secretariat
Context triple: [AfCFTA Secretariat, leaderTitle, Secretary-General of the AfCFTA Secretariat]
  • A. Executive Secretary of the United Nations Economic Commission for Africa
    The Executive Secretary of the United Nations Economic Commission for Africa is the chief executive and highest-ranking official responsible for leading ECA’s work to promote economic and social development across the African continent.
  • B. Secretary General of the East African Community
    The Secretary General of the East African Community is the chief executive officer and principal administrator responsible for coordinating and overseeing the implementation of policies and programs of the regional intergovernmental organization.
  • C. AfCFTA Secretariat
    The AfCFTA Secretariat is the administrative and coordinating body responsible for implementing and overseeing the African Continental Free Trade Area agreement across member states.
  • D. Executive Secretary of SADC
    The Executive Secretary of SADC is the chief executive officer of the Southern African Development Community, responsible for overseeing its day-to-day operations and implementing regional policies and programs.
  • E. Deputy Chairperson of the African Union Commission
    The Deputy Chairperson of the African Union Commission is a senior executive official who assists the Chairperson in overseeing the Commission’s administration, programs, and implementation of African Union decisions.
  • 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: Secretary-General of the AfCFTA Secretariat
Triple: [AfCFTA Secretariat, leaderTitle, Secretary-General of the AfCFTA Secretariat]
Generated description
The Secretary-General of the AfCFTA Secretariat is the chief executive official responsible for overseeing the implementation, coordination, and administration of the African Continental Free Trade Area agreement across member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Secretary-General of the AfCFTA Secretariat
Target entity description: The Secretary-General of the AfCFTA Secretariat is the chief executive official responsible for overseeing the implementation, coordination, and administration of the African Continental Free Trade Area agreement across member states.
  • A. Executive Secretary of the United Nations Economic Commission for Africa
    The Executive Secretary of the United Nations Economic Commission for Africa is the chief executive and highest-ranking official responsible for leading ECA’s work to promote economic and social development across the African continent.
  • B. Secretary General of the East African Community
    The Secretary General of the East African Community is the chief executive officer and principal administrator responsible for coordinating and overseeing the implementation of policies and programs of the regional intergovernmental organization.
  • C. AfCFTA Secretariat chosen
    The AfCFTA Secretariat is the administrative and coordinating body responsible for implementing and overseeing the African Continental Free Trade Area agreement across member states.
  • D. Executive Secretary of SADC
    The Executive Secretary of SADC is the chief executive officer of the Southern African Development Community, responsible for overseeing its day-to-day operations and implementing regional policies and programs.
  • E. Deputy Chairperson of the African Union Commission
    The Deputy Chairperson of the African Union Commission is a senior executive official who assists the Chairperson in overseeing the Commission’s administration, programs, and implementation of African Union decisions.
  • F. None of above.

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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefbd32c0c8190bc575974ccf831b3 completed March 9, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562a98c488190a7e77cd46ff998bc completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b5637e72948190989169b0a46916a8 completed March 14, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69b563fc4cb081908ba0f1a799338a8c completed March 14, 2026, 1:34 p.m.
Created at: March 9, 2026, 3:38 p.m.