Triple

T829449
Position Surface form Disambiguated ID Type / Status
Subject Conference of African Ministers of Finance, Planning and Economic Development E17930 entity
Predicate primaryParticipants P6467 FINISHED
Object African ministers of finance
African ministers of finance are the senior government officials in African countries responsible for national fiscal policy, budgeting, and overall economic and financial management.
E17930 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: African ministers of finance | Statement: [Conference of African Ministers of Finance, Planning and Economic Development, primaryParticipants, African ministers of finance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African ministers of finance
Context triple: [Conference of African Ministers of Finance, Planning and Economic Development, primaryParticipants, African ministers of finance]
  • A. 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.
  • B. Kenyan Ministry of Finance
    The Kenyan Ministry of Finance is the government department responsible for managing Kenya’s public finances, including budgeting, taxation, and economic policy.
  • C. Financial Institutions of the African Union
    The Financial Institutions of the African Union are a set of planned continental bodies, including an African Central Bank, Monetary Fund, and Investment Bank, intended to promote economic integration, financial stability, and development across African Union member states.
  • D. African Development Bank
    The African Development Bank is a multilateral development finance institution that promotes economic growth and social progress across African countries through loans, grants, and policy support.
  • E. United Nations Economic Commission for Africa
    The United Nations Economic Commission for Africa is a UN regional body that promotes economic and social development, regional integration, and policy coordination among African countries.
  • 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: African ministers of finance
Triple: [Conference of African Ministers of Finance, Planning and Economic Development, primaryParticipants, African ministers of finance]
Generated description
African ministers of finance are the senior government officials in African countries responsible for national fiscal policy, budgeting, and overall economic and financial management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African ministers of finance
Target entity description: African ministers of finance are the senior government officials in African countries responsible for national fiscal policy, budgeting, and overall economic and financial management.
  • A. Conference of African Ministers of Finance, Planning and Economic Development chosen
    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.
  • B. Kenyan Ministry of Finance
    The Kenyan Ministry of Finance is the government department responsible for managing Kenya’s public finances, including budgeting, taxation, and economic policy.
  • C. Financial Institutions of the African Union
    The Financial Institutions of the African Union are a set of planned continental bodies, including an African Central Bank, Monetary Fund, and Investment Bank, intended to promote economic integration, financial stability, and development across African Union member states.
  • D. African Development Bank
    The African Development Bank is a multilateral development finance institution that promotes economic growth and social progress across African countries through loans, grants, and policy support.
  • E. United Nations Economic Commission for Africa
    The United Nations Economic Commission for Africa is a UN regional body that promotes economic and social development, regional integration, and policy coordination among African countries.
  • 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_69a4937c9c188190aaa216f6b466f452 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ab9b458881909aa23f0eb7cbc87f completed March 1, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d97a3b08190b7a5c635d74bcd47 completed March 3, 2026, 11:24 p.m.
NEDg Description generation batch_69a783814b188190b449cd191667f1a1 completed March 4, 2026, 12:57 a.m.
NED2 Entity disambiguation (via description) batch_69a7840593988190b6882b456f0eea41 completed March 4, 2026, 12:59 a.m.
Created at: March 1, 2026, 7:38 p.m.