Triple

T12273176
Position Surface form Disambiguated ID Type / Status
Subject Steve Biko E292520 entity
Predicate hasMemorial P501 FINISHED
Object Steve Biko Foundation
The Steve Biko Foundation is a South African non-profit organization dedicated to preserving Steve Biko’s legacy and promoting human rights, leadership development, and social justice.
 E974722 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: Steve Biko Foundation | Statement: [Steve Biko, hasMemorial, Steve Biko Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Steve Biko Foundation
Context triple: [Steve Biko, hasMemorial, Steve Biko Foundation]
  • A. 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.
  • 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. Moses Kotane Institute
    The Moses Kotane Institute is a South African research and development institution focused on advancing skills, innovation, and economic development, particularly in the KwaZulu-Natal province.
  • D. Denis Goldberg Legacy Foundation Trust
    The Denis Goldberg Legacy Foundation Trust is an organization dedicated to preserving the legacy and advancing the social justice, arts, and educational causes championed by South African anti-apartheid activist Denis Goldberg.
  • E. 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.
  • 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: Steve Biko Foundation
Triple: [Steve Biko, hasMemorial, Steve Biko Foundation]
Generated description
The Steve Biko Foundation is a South African non-profit organization dedicated to preserving Steve Biko’s legacy and promoting human rights, leadership development, and social justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Steve Biko Foundation
Target entity description: The Steve Biko Foundation is a South African non-profit organization dedicated to preserving Steve Biko’s legacy and promoting human rights, leadership development, and social justice.
  • A. 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.
  • 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. Moses Kotane Institute
    The Moses Kotane Institute is a South African research and development institution focused on advancing skills, innovation, and economic development, particularly in the KwaZulu-Natal province.
  • D. Denis Goldberg Legacy Foundation Trust
    The Denis Goldberg Legacy Foundation Trust is an organization dedicated to preserving the legacy and advancing the social justice, arts, and educational causes championed by South African anti-apartheid activist Denis Goldberg.
  • E. 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.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cee7158819093fff74db6867896 completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6b50a48190b1beabd149d5830f completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9386548190a749445a404db3a2 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f6207f164c8190b663a50ee3c761d6 completed May 2, 2026, 4:04 p.m.
Created at: April 8, 2026, 9:52 p.m.