Triple
T8203862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | UNESCO Member States |
E191641
|
entity |
| Predicate | support |
P1853
|
FINISHED |
| Object |
UNESCO global priority Africa
UNESCO global priority Africa is a strategic focus area of UNESCO aimed at advancing sustainable development, education, culture, and science across African countries through targeted programs and international cooperation.
|
E719358
|
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: UNESCO global priority Africa | Statement: [UNESCO Member States, support, UNESCO global priority Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UNESCO global priority Africa Context triple: [UNESCO Member States, support, UNESCO global priority Africa]
-
A.
World Heritage Sites in Africa
World Heritage Sites in Africa are culturally and naturally significant locations across the African continent recognized by UNESCO for their outstanding universal value and need for protection.
-
B.
United Nations Regional Centre for Peace and Disarmament in Africa
The United Nations Regional Centre for Peace and Disarmament in Africa is a UN body that supports African states in promoting peace, security, and sustainable development through arms control, disarmament, and conflict prevention initiatives.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: UNESCO global priority Africa Triple: [UNESCO Member States, support, UNESCO global priority Africa]
Generated description
UNESCO global priority Africa is a strategic focus area of UNESCO aimed at advancing sustainable development, education, culture, and science across African countries through targeted programs and international cooperation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UNESCO global priority Africa Target entity description: UNESCO global priority Africa is a strategic focus area of UNESCO aimed at advancing sustainable development, education, culture, and science across African countries through targeted programs and international cooperation.
-
A.
World Heritage Sites in Africa
World Heritage Sites in Africa are culturally and naturally significant locations across the African continent recognized by UNESCO for their outstanding universal value and need for protection.
-
B.
United Nations Regional Centre for Peace and Disarmament in Africa
The United Nations Regional Centre for Peace and Disarmament in Africa is a UN body that supports African states in promoting peace, security, and sustainable development through arms control, disarmament, and conflict prevention initiatives.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69ca82c7f3e08190857bf1fc63b2a10c |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb5df9cac08190a890ded4c7fbd393 |
completed | March 31, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedcb45d0819099c13bd455526974 |
completed | April 1, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_69ccf1b818588190936f96d53bf08c2b |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05c2059081908bd04ee4722f9aad |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:43 p.m.