Triple

T21804113
Position Surface form Disambiguated ID Type / Status
Subject 1956 women’s march to the Union Buildings E538305 entity
Predicate notableLeader P304 FINISHED
Object Lilian Ngoyi
Lilian Ngoyi was a prominent South African anti-apartheid activist and trade unionist who became one of the leading figures in the struggle for women’s rights and racial equality.
 E1502169 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: Lilian Ngoyi | Statement: [1956 women’s march to the Union Buildings, notableLeader, Lilian Ngoyi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lilian Ngoyi
Context triple: [1956 women’s march to the Union Buildings, notableLeader, Lilian Ngoyi]
  • A. Veronica Sobukwe
    Veronica Sobukwe was a South African anti-apartheid activist and community leader who continued and preserved the political legacy of her husband, PAC founder Robert Sobukwe.
  • B. Albertina Sisulu
    Albertina Sisulu was a prominent South African anti-apartheid activist, nurse, and political leader often referred to as the "Mother of the Nation" for her role in the struggle for freedom and democracy.
  • C. Lindiwe Sisulu
    Lindiwe Sisulu is a South African politician and member of the African National Congress who has held several key ministerial positions in the post-apartheid government.
  • D. Edelgard Nkobi
    Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • E. Nakate
    Nakate is a Ugandan surname most prominently associated with climate activist Vanessa Nakate.
  • 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: Lilian Ngoyi
Triple: [1956 women’s march to the Union Buildings, notableLeader, Lilian Ngoyi]
Generated description
Lilian Ngoyi was a prominent South African anti-apartheid activist and trade unionist who became one of the leading figures in the struggle for women’s rights and racial equality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lilian Ngoyi
Target entity description: Lilian Ngoyi was a prominent South African anti-apartheid activist and trade unionist who became one of the leading figures in the struggle for women’s rights and racial equality.
  • A. Veronica Sobukwe
    Veronica Sobukwe was a South African anti-apartheid activist and community leader who continued and preserved the political legacy of her husband, PAC founder Robert Sobukwe.
  • B. Albertina Sisulu
    Albertina Sisulu was a prominent South African anti-apartheid activist, nurse, and political leader often referred to as the "Mother of the Nation" for her role in the struggle for freedom and democracy.
  • C. Lindiwe Sisulu
    Lindiwe Sisulu is a South African politician and member of the African National Congress who has held several key ministerial positions in the post-apartheid government.
  • D. Edelgard Nkobi
    Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • E. Nakate
    Nakate is a Ugandan surname most prominently associated with climate activist Vanessa Nakate.
  • 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_69e0c4733f4081909a86622e7e6d15d2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0780126e88190a93dd8d0519eb8fc completed April 28, 2026, 9:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e84e9008190beac0f734864fc21 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f4358d48190a88208a55d19a9ef completed May 17, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0a404206e0819080c640619cd277ab completed May 17, 2026, 10:25 p.m.
Created at: April 16, 2026, 6:53 p.m.