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.