Triple
T11011164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SADC Sectoral and Cluster Ministerial Committees |
E260249
|
entity |
| Predicate | hasCluster |
P96993
|
FINISHED |
| Object |
Social and Human Development and Special Programmes cluster
The Social and Human Development and Special Programmes cluster is a Southern African Development Community (SADC) ministerial coordination body focused on regional cooperation in areas such as health, education, social welfare, and related human development initiatives.
|
E899528
|
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: Social and Human Development and Special Programmes cluster | Statement: [SADC Sectoral and Cluster Ministerial Committees, hasCluster, Social and Human Development and Special Programmes cluster]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social and Human Development and Special Programmes cluster Context triple: [SADC Sectoral and Cluster Ministerial Committees, hasCluster, Social and Human Development and Special Programmes cluster]
-
A.
Directorate of Human and Social Development
The Directorate of Human and Social Development is a key arm of the Caribbean Community (CARICOM) responsible for advancing regional policies and programs in areas such as health, education, youth, gender, and social protection.
-
B.
Commission for Social Development
The Commission for Social Development is a functional commission of the UN Economic and Social Council that focuses on global social policy issues such as poverty eradication, social integration, and the well-being of vulnerable groups.
-
C.
Human Development Centre
The Human Development Centre is a policy research institution focused on human development issues in South Asia, established to advance the ideas and work of economist Mahbub ul Haq.
-
D.
Department of Economic and Social Affairs
The Department of Economic and Social Affairs is a core UN body that supports international cooperation on sustainable development, economic policy, and social issues, providing analysis, policy advice, and support for global development agendas.
-
E.
United Nations development system
The United Nations development system is the network of UN funds, programs, specialized agencies, and regional commissions that work together to support sustainable development and poverty reduction worldwide.
- 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: Social and Human Development and Special Programmes cluster Triple: [SADC Sectoral and Cluster Ministerial Committees, hasCluster, Social and Human Development and Special Programmes cluster]
Generated description
The Social and Human Development and Special Programmes cluster is a Southern African Development Community (SADC) ministerial coordination body focused on regional cooperation in areas such as health, education, social welfare, and related human development initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social and Human Development and Special Programmes cluster Target entity description: The Social and Human Development and Special Programmes cluster is a Southern African Development Community (SADC) ministerial coordination body focused on regional cooperation in areas such as health, education, social welfare, and related human development initiatives.
-
A.
Directorate of Human and Social Development
The Directorate of Human and Social Development is a key arm of the Caribbean Community (CARICOM) responsible for advancing regional policies and programs in areas such as health, education, youth, gender, and social protection.
-
B.
Commission for Social Development
The Commission for Social Development is a functional commission of the UN Economic and Social Council that focuses on global social policy issues such as poverty eradication, social integration, and the well-being of vulnerable groups.
-
C.
Human Development Centre
The Human Development Centre is a policy research institution focused on human development issues in South Asia, established to advance the ideas and work of economist Mahbub ul Haq.
-
D.
Department of Economic and Social Affairs
The Department of Economic and Social Affairs is a core UN body that supports international cooperation on sustainable development, economic policy, and social issues, providing analysis, policy advice, and support for global development agendas.
-
E.
United Nations development system
The United Nations development system is the network of UN funds, programs, specialized agencies, and regional commissions that work together to support sustainable development and poverty reduction worldwide.
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797899a388190aa8fe813eac4dba7 |
completed | April 9, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e374ac78348190a8c0a5a7a736b24b |
completed | April 18, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_69e378df767c819099d0bfdf35eaf5f3 |
completed | April 18, 2026, 12:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e37bf526108190b5fc22569fe6be54 |
completed | April 18, 2026, 12:41 p.m. |
Created at: April 8, 2026, 9:25 p.m.