Triple
T6988963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | STC on Education, Science and Technology |
E162036
|
entity |
| Predicate | supportsStrategy |
P13064
|
FINISHED |
| Object |
Continental Education Strategy for Africa
The Continental Education Strategy for Africa is the African Union’s long-term framework aimed at transforming education systems across the continent to drive sustainable development, innovation, and global competitiveness.
|
E633076
|
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: Continental Education Strategy for Africa | Statement: [STC on Education, Science and Technology, supportsStrategy, Continental Education Strategy for Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Continental Education Strategy for Africa Context triple: [STC on Education, Science and Technology, supportsStrategy, Continental Education Strategy for Africa]
-
A.
Future Africa Campus
Future Africa Campus is a dedicated interdisciplinary research and innovation hub of the University of Pretoria focused on addressing complex African and global challenges.
-
B.
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.
-
C.
Pan-African E-Network
The Pan-African E-Network is a continent-wide initiative that uses information and communication technologies to connect African countries for tele-education, telemedicine, and broader socio-economic integration.
-
D.
Education 2030 framework
The Education 2030 framework is an OECD initiative that outlines a forward-looking vision of the knowledge, skills, attitudes, and values students need to thrive in rapidly changing future societies and labor markets.
-
E.
The Human Factor in Changing Africa
The Human Factor in Changing Africa is a seminal anthropological study by Melville J. Herskovits that examines the role of culture and human agency in Africa’s social and economic transformation.
- 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: Continental Education Strategy for Africa Triple: [STC on Education, Science and Technology, supportsStrategy, Continental Education Strategy for Africa]
Generated description
The Continental Education Strategy for Africa is the African Union’s long-term framework aimed at transforming education systems across the continent to drive sustainable development, innovation, and global competitiveness.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Continental Education Strategy for Africa Target entity description: The Continental Education Strategy for Africa is the African Union’s long-term framework aimed at transforming education systems across the continent to drive sustainable development, innovation, and global competitiveness.
-
A.
Future Africa Campus
Future Africa Campus is a dedicated interdisciplinary research and innovation hub of the University of Pretoria focused on addressing complex African and global challenges.
-
B.
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.
-
C.
Pan-African E-Network
The Pan-African E-Network is a continent-wide initiative that uses information and communication technologies to connect African countries for tele-education, telemedicine, and broader socio-economic integration.
-
D.
Education 2030 framework
The Education 2030 framework is an OECD initiative that outlines a forward-looking vision of the knowledge, skills, attitudes, and values students need to thrive in rapidly changing future societies and labor markets.
-
E.
The Human Factor in Changing Africa
The Human Factor in Changing Africa is a seminal anthropological study by Melville J. Herskovits that examines the role of culture and human agency in Africa’s social and economic transformation.
- 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_69c68856d7808190ab33ee914640281b |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbbd926c8190a8b60527bd553fa3 |
completed | March 27, 2026, 7:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761d3f07081908892cdcac8e0917c |
completed | March 28, 2026, 5:06 a.m. |
| NEDg | Description generation | batch_69c7637e42e4819082c8a01c359e11ce |
completed | March 28, 2026, 5:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76412b3248190b7515cc7dcee1e8a |
completed | March 28, 2026, 5:16 a.m. |
Created at: March 27, 2026, 2:32 p.m.