Triple

T11011064
Position Surface form Disambiguated ID Type / Status
Subject SADC Secretariat E260246 entity
Predicate hasPart P35 FINISHED
Object Directorate of Social and Human Development and Special Programmes
The Directorate of Social and Human Development and Special Programmes is a SADC body responsible for coordinating regional policies and initiatives in areas such as health, education, gender, and other social development programmes among Southern African member states.
E899519 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: Directorate of Social and Human Development and Special Programmes | Statement: [SADC Secretariat, hasPart, Directorate of Social and Human Development and Special Programmes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Directorate of Social and Human Development and Special Programmes
Context triple: [SADC Secretariat, hasPart, Directorate of Social and Human Development and Special Programmes]
  • 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. Directorate of Social Protection
    The Directorate of Social Protection is a Ugandan government body responsible for designing and implementing policies and programs that provide social assistance and security to vulnerable and marginalized populations.
  • C. 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.
  • D. Ministry of Women and Child Development (India)
    The Ministry of Women and Child Development (India) is the central government body responsible for formulating and implementing policies, programs, and legislation aimed at promoting the welfare, protection, and empowerment of women and children across the country.
  • E. Directorate of Gender and Community Development
    The Directorate of Gender and Community Development is a Ugandan government body responsible for promoting gender equality and coordinating community development initiatives under the Ministry of Gender, Labour and Social Development.
  • 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: Directorate of Social and Human Development and Special Programmes
Triple: [SADC Secretariat, hasPart, Directorate of Social and Human Development and Special Programmes]
Generated description
The Directorate of Social and Human Development and Special Programmes is a SADC body responsible for coordinating regional policies and initiatives in areas such as health, education, gender, and other social development programmes among Southern African member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Directorate of Social and Human Development and Special Programmes
Target entity description: The Directorate of Social and Human Development and Special Programmes is a SADC body responsible for coordinating regional policies and initiatives in areas such as health, education, gender, and other social development programmes among Southern African member states.
  • 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. Directorate of Social Protection
    The Directorate of Social Protection is a Ugandan government body responsible for designing and implementing policies and programs that provide social assistance and security to vulnerable and marginalized populations.
  • C. 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.
  • D. Ministry of Women and Child Development (India)
    The Ministry of Women and Child Development (India) is the central government body responsible for formulating and implementing policies, programs, and legislation aimed at promoting the welfare, protection, and empowerment of women and children across the country.
  • E. Directorate of Gender and Community Development
    The Directorate of Gender and Community Development is a Ugandan government body responsible for promoting gender equality and coordinating community development initiatives under the Ministry of Gender, Labour and Social Development.
  • 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.