Triple
T19758571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Gardiner |
E474566
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
African development institutions
African development institutions are organizations dedicated to promoting economic growth, social progress, and regional integration across African countries through financing, policy support, and capacity-building initiatives.
|
E1394607
|
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: African development institutions | Statement: [Robert Gardiner, employer, African development institutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African development institutions Context triple: [Robert Gardiner, employer, African development institutions]
-
A.
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.
-
B.
African Development Fund
The African Development Fund is a concessional financing arm that provides low-interest loans and grants to support economic and social development projects in Africa’s poorest countries.
-
C.
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.
-
D.
African development agenda
The African development agenda is a strategic framework of policies and initiatives aimed at promoting sustainable economic growth, social progress, and political stability across African countries in line with the continent’s long-term transformation goals.
-
E.
African Union Development Agency-NEPAD
The African Union Development Agency-NEPAD is the African Union’s specialized body responsible for driving sustainable development, regional integration, and socio-economic transformation across the continent.
- 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: African development institutions Triple: [Robert Gardiner, employer, African development institutions]
Generated description
African development institutions are organizations dedicated to promoting economic growth, social progress, and regional integration across African countries through financing, policy support, and capacity-building initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: African development institutions Target entity description: African development institutions are organizations dedicated to promoting economic growth, social progress, and regional integration across African countries through financing, policy support, and capacity-building initiatives.
-
A.
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.
-
B.
African Development Fund
The African Development Fund is a concessional financing arm that provides low-interest loans and grants to support economic and social development projects in Africa’s poorest countries.
-
C.
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.
-
D.
African development agenda
The African development agenda is a strategic framework of policies and initiatives aimed at promoting sustainable economic growth, social progress, and political stability across African countries in line with the continent’s long-term transformation goals.
-
E.
African Union Development Agency-NEPAD
The African Union Development Agency-NEPAD is the African Union’s specialized body responsible for driving sustainable development, regional integration, and socio-economic transformation across the continent.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6531d711c8190996fcf967c39c523 |
completed | April 20, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd69f9a481909c82253039af1ec1 |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07be1380608190b1efcd97a4bd0c15 |
completed | May 16, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bfb095b08190a23710cf78a2b923 |
completed | May 16, 2026, 12:52 a.m. |
Created at: April 10, 2026, 1:48 p.m.