Triple
T4474640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OECD Development Centre |
E98576
|
entity |
| Predicate | hasProgramme |
P6928
|
FINISHED |
| Object |
Revenue Statistics in Africa
Revenue Statistics in Africa is an OECD Development Centre initiative that compiles and analyzes comparable tax and revenue data across African countries to inform fiscal policy and development.
|
E441728
|
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: Revenue Statistics in Africa | Statement: [OECD Development Centre, hasProgramme, Revenue Statistics in Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Revenue Statistics in Africa Context triple: [OECD Development Centre, hasProgramme, Revenue Statistics in Africa]
-
A.
Regional Economic Communities in Africa
Regional Economic Communities in Africa are subregional blocs of African countries that promote economic integration, trade liberalization, and political cooperation as building blocks of the African Union’s continental integration agenda.
-
B.
DATA (Debt, AIDS, Trade, Africa)
DATA (Debt, AIDS, Trade, Africa) was an advocacy organization co-founded by U2’s Bono to campaign for debt relief, fair trade, and increased AIDS treatment and prevention efforts in Africa.
-
C.
African Centre for Statistics
The African Centre for Statistics is a specialized body within the UN Economic Commission for Africa that supports African countries in developing, harmonizing, and using high-quality statistical data for policy and development.
-
D.
Single African Air Transport Market
The Single African Air Transport Market is a flagship African Union initiative aimed at creating a unified, liberalized air transport market across Africa to boost connectivity, integration, and economic growth.
-
E.
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.
- 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: Revenue Statistics in Africa Triple: [OECD Development Centre, hasProgramme, Revenue Statistics in Africa]
Generated description
Revenue Statistics in Africa is an OECD Development Centre initiative that compiles and analyzes comparable tax and revenue data across African countries to inform fiscal policy and development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Revenue Statistics in Africa Target entity description: Revenue Statistics in Africa is an OECD Development Centre initiative that compiles and analyzes comparable tax and revenue data across African countries to inform fiscal policy and development.
-
A.
Regional Economic Communities in Africa
Regional Economic Communities in Africa are subregional blocs of African countries that promote economic integration, trade liberalization, and political cooperation as building blocks of the African Union’s continental integration agenda.
-
B.
DATA (Debt, AIDS, Trade, Africa)
DATA (Debt, AIDS, Trade, Africa) was an advocacy organization co-founded by U2’s Bono to campaign for debt relief, fair trade, and increased AIDS treatment and prevention efforts in Africa.
-
C.
African Centre for Statistics
The African Centre for Statistics is a specialized body within the UN Economic Commission for Africa that supports African countries in developing, harmonizing, and using high-quality statistical data for policy and development.
-
D.
Single African Air Transport Market
The Single African Air Transport Market is a flagship African Union initiative aimed at creating a unified, liberalized air transport market across Africa to boost connectivity, integration, and economic growth.
-
E.
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.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356bb03f48190a2addcd49c9e470d |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6287f076081909bca3643ac489fcf |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295721d881908d49ce1944e0ed17 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a3e9d1c8190a613726d45622406 |
completed | March 15, 2026, 3:40 a.m. |
Created at: March 12, 2026, 11:35 p.m.