Triple

T4516773
Position Surface form Disambiguated ID Type / Status
Subject Ahmed Kathrada E102170 entity
Predicate founded P104 FINISHED
Object Ahmed Kathrada Foundation
The Ahmed Kathrada Foundation is a South African non-profit organization dedicated to promoting non-racialism, democracy, human rights, and good governance, inspired by the legacy of anti-apartheid activist Ahmed Kathrada.
 E449046 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: Ahmed Kathrada Foundation | Statement: [Ahmed Kathrada, founded, Ahmed Kathrada Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ahmed Kathrada Foundation
Context triple: [Ahmed Kathrada, founded, Ahmed Kathrada Foundation]
  • A. F. W. de Klerk Foundation
    The F. W. de Klerk Foundation is a South African non-profit organization that promotes constitutional democracy, the rule of law, and human rights, continuing the legacy and public policy interests of former president F. W. de Klerk.
  • B. 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.
  • C. Nelson Mandela Children’s Fund
    Nelson Mandela Children’s Fund is a South African charitable organization founded by Nelson Mandela to improve the lives, rights, and well-being of children and youth.
  • D. South African Human Rights Commission
    The South African Human Rights Commission is an independent national institution mandated by the Constitution to promote, protect, and monitor human rights in South Africa.
  • E. 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.
  • 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: Ahmed Kathrada Foundation
Triple: [Ahmed Kathrada, founded, Ahmed Kathrada Foundation]
Generated description
The Ahmed Kathrada Foundation is a South African non-profit organization dedicated to promoting non-racialism, democracy, human rights, and good governance, inspired by the legacy of anti-apartheid activist Ahmed Kathrada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ahmed Kathrada Foundation
Target entity description: The Ahmed Kathrada Foundation is a South African non-profit organization dedicated to promoting non-racialism, democracy, human rights, and good governance, inspired by the legacy of anti-apartheid activist Ahmed Kathrada.
  • A. F. W. de Klerk Foundation
    The F. W. de Klerk Foundation is a South African non-profit organization that promotes constitutional democracy, the rule of law, and human rights, continuing the legacy and public policy interests of former president F. W. de Klerk.
  • B. 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.
  • C. Nelson Mandela Children’s Fund
    Nelson Mandela Children’s Fund is a South African charitable organization founded by Nelson Mandela to improve the lives, rights, and well-being of children and youth.
  • D. South African Human Rights Commission
    The South African Human Rights Commission is an independent national institution mandated by the Constitution to promote, protect, and monitor human rights in South Africa.
  • E. 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.
  • 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_69bd43d6251c81909deecce3e6e9d69c completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5726983c8190bca116eeee54241c completed March 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd7f93a6808190bc1290232998184c completed March 20, 2026, 5:10 p.m.
NEDg Description generation batch_69bd9df55108819095f727f112cb41cf completed March 20, 2026, 7:20 p.m.
NED2 Entity disambiguation (via description) batch_69bd9eab6c60819088407768561d3715 completed March 20, 2026, 7:23 p.m.
Created at: March 20, 2026, 1:02 p.m.