Triple

T1411814
Position Surface form Disambiguated ID Type / Status
Subject Specialized Technical Committees E31820 entity
Predicate coordinateWith P1140 FINISHED
Object 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.
E162042 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: Regional Economic Communities in Africa | Statement: [Specialized Technical Committees, coordinateWith, Regional Economic Communities in Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Regional Economic Communities in Africa
Context triple: [Specialized Technical Committees, coordinateWith, Regional Economic Communities in Africa]
  • A. 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.
  • B. African Institute for Economic Development and Planning
    The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
  • C. Common Market for Eastern and Southern Africa
    The Common Market for Eastern and Southern Africa (COMESA) is a regional economic bloc of African states focused on promoting trade integration, economic cooperation, and development across Eastern and Southern Africa.
  • D. Southern African Development Community
    The Southern African Development Community (SADC) is a regional intergovernmental organization that promotes economic integration, political cooperation, and development among countries in Southern Africa.
  • 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: Regional Economic Communities in Africa
Triple: [Specialized Technical Committees, coordinateWith, Regional Economic Communities in Africa]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Regional Economic Communities in Africa
Target entity description: 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.
  • A. 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.
  • B. African Institute for Economic Development and Planning
    The African Institute for Economic Development and Planning is a specialized training and research institution that builds economic management and development planning capacity for African countries under the auspices of the United Nations.
  • C. Common Market for Eastern and Southern Africa
    The Common Market for Eastern and Southern Africa (COMESA) is a regional economic bloc of African states focused on promoting trade integration, economic cooperation, and development across Eastern and Southern Africa.
  • D. Southern African Development Community
    The Southern African Development Community (SADC) is a regional intergovernmental organization that promotes economic integration, political cooperation, and development among countries in Southern Africa.
  • 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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3e3383c81909acb9c6c1c3b817a completed March 1, 2026, 10:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace57ec2d88190b06d0f20e3b52462 completed March 8, 2026, 2:57 a.m.
NEDg Description generation batch_69ace5fc91d081909b33009d06a38616 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6c10f54819089a4afcf49ef894f completed March 8, 2026, 3:02 a.m.
Created at: March 1, 2026, 7:59 p.m.