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.