Triple

T2241892
Position Surface form Disambiguated ID Type / Status
Subject Graça Machel E49414 entity
Predicate founder P104 FINISHED
Object Graça Machel Trust
The Graça Machel Trust is a pan-African advocacy organization that promotes women’s and children’s rights, leadership, and economic empowerment across the continent.
 E247789 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: Graça Machel Trust | Statement: [Graça Machel, founder, Graça Machel Trust]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graça Machel Trust
Context triple: [Graça Machel, founder, Graça Machel Trust]
  • A. Nelson Mandela Foundation
    The Nelson Mandela Foundation is a South African non-profit organization dedicated to preserving Nelson Mandela’s legacy and promoting social justice, dialogue, and human rights.
  • B. Kofi Annan Foundation
    The Kofi Annan Foundation is an independent non-profit organization that advances peace, sustainable development, human rights, and good governance worldwide, continuing the diplomatic and humanitarian legacy of former UN Secretary-General Kofi Annan.
  • C. Graça Machel
    Graça Machel is a Mozambican politician and humanitarian known for her advocacy on children's and women's rights and as the widow of both Mozambican President Samora Machel and South African President Nelson Mandela.
  • D. Motsepe Foundation
    The Motsepe Foundation is a South African philanthropic organization focused on social and economic development, founded by billionaire businessman and mining magnate Patrice Motsepe.
  • E. Malala Fund
    Malala Fund is a global nonprofit organization that advocates for girls’ education and invests in local education activists to ensure every girl can access 12 years of free, safe, quality schooling.
  • 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: Graça Machel Trust
Triple: [Graça Machel, founder, Graça Machel Trust]
Generated description
The Graça Machel Trust is a pan-African advocacy organization that promotes women’s and children’s rights, leadership, and economic empowerment across the continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graça Machel Trust
Target entity description: The Graça Machel Trust is a pan-African advocacy organization that promotes women’s and children’s rights, leadership, and economic empowerment across the continent.
  • A. Nelson Mandela Foundation
    The Nelson Mandela Foundation is a South African non-profit organization dedicated to preserving Nelson Mandela’s legacy and promoting social justice, dialogue, and human rights.
  • B. Kofi Annan Foundation
    The Kofi Annan Foundation is an independent non-profit organization that advances peace, sustainable development, human rights, and good governance worldwide, continuing the diplomatic and humanitarian legacy of former UN Secretary-General Kofi Annan.
  • C. Graça Machel
    Graça Machel is a Mozambican politician and humanitarian known for her advocacy on children's and women's rights and as the widow of both Mozambican President Samora Machel and South African President Nelson Mandela.
  • D. Motsepe Foundation
    The Motsepe Foundation is a South African philanthropic organization focused on social and economic development, founded by billionaire businessman and mining magnate Patrice Motsepe.
  • E. Malala Fund
    Malala Fund is a global nonprofit organization that advocates for girls’ education and invests in local education activists to ensure every girl can access 12 years of free, safe, quality schooling.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0be7fb4819081a5f9c46b616bdb completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b0eef98819083bede32490cba7e completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbccdb08190a73fd20a110219d9 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c3d07a08190a6221a33fd02f73e completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.