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.