Triple

T657559
Position Surface form Disambiguated ID Type / Status
Subject African Continental Free Trade Area E11680 entity
Predicate secretariat P4352 FINISHED
Object 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.
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: AfCFTA Secretariat | Statement: [African Continental Free Trade Area, secretariat, AfCFTA Secretariat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AfCFTA Secretariat
Context triple: [African Continental Free Trade Area, secretariat, AfCFTA Secretariat]
  • A. Secretariat of the East African Community
    The Secretariat of the East African Community is the executive organ responsible for coordinating, managing, and implementing the regional bloc’s policies, programs, and decisions across its member states.
  • B. African Union Commission
    The African Union Commission is the administrative and executive arm of the African Union, responsible for implementing its decisions, coordinating activities, and driving continental policies and initiatives.
  • C. African Continental Free Trade Area
    The African Continental Free Trade Area is a pan-African trade bloc aimed at creating a single continental market to boost intra-African trade, economic integration, and development across African Union member states.
  • D. Council of Ministers of the East African Community
    The Council of Ministers of the East African Community is the key decision‑making and policy‑setting body composed of ministers from member states that oversees the implementation and functioning of the regional bloc.
  • E. Conference of African Ministers of Finance, Planning and Economic Development
    The Conference of African Ministers of Finance, Planning and Economic Development is a high-level policymaking forum that brings together African finance and planning ministers to coordinate and guide the continent’s economic and development strategies under the auspices of the UN Economic Commission for Africa.
  • 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: AfCFTA Secretariat
Triple: [African Continental Free Trade Area, secretariat, AfCFTA Secretariat]
Generated description
The AfCFTA Secretariat is the administrative and coordinating body responsible for implementing and overseeing the African Continental Free Trade Area agreement across member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AfCFTA Secretariat
Target entity description: The AfCFTA Secretariat is the administrative and coordinating body responsible for implementing and overseeing the African Continental Free Trade Area agreement across member states.
  • A. Secretariat of the East African Community
    The Secretariat of the East African Community is the executive organ responsible for coordinating, managing, and implementing the regional bloc’s policies, programs, and decisions across its member states.
  • B. African Union Commission
    The African Union Commission is the administrative and executive arm of the African Union, responsible for implementing its decisions, coordinating activities, and driving continental policies and initiatives.
  • C. African Continental Free Trade Area
    The African Continental Free Trade Area is a pan-African trade bloc aimed at creating a single continental market to boost intra-African trade, economic integration, and development across African Union member states.
  • D. Council of Ministers of the East African Community
    The Council of Ministers of the East African Community is the key decision‑making and policy‑setting body composed of ministers from member states that oversees the implementation and functioning of the regional bloc.
  • E. Conference of African Ministers of Finance, Planning and Economic Development
    The Conference of African Ministers of Finance, Planning and Economic Development is a high-level policymaking forum that brings together African finance and planning ministers to coordinate and guide the continent’s economic and development strategies under the auspices of the UN Economic Commission for Africa.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fa55e048190bd9913c6c31772d0 completed March 1, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dc95ec20819082117e90f032d381 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5e4149e388190962aaf860aba5938 completed March 2, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69a600246a388190b85742ffe7404b79 completed March 2, 2026, 9:24 p.m.
Created at: March 1, 2026, 7:36 p.m.