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.