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.