Triple

T6280846
Position Surface form Disambiguated ID Type / Status
Subject Jan Hofmeyr School of Social Work E140776 entity
Predicate notableStudent P4838 FINISHED
Object Ellen Kuzwayo
Ellen Kuzwayo was a prominent South African anti-apartheid activist, social worker, and author known for her influential autobiography "Call Me Woman" and her advocacy for women's and children's rights.
E589169 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: Ellen Kuzwayo | Statement: [Jan Hofmeyr School of Social Work, notableStudent, Ellen Kuzwayo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ellen Kuzwayo
Context triple: [Jan Hofmeyr School of Social Work, notableStudent, Ellen Kuzwayo]
  • A. Makhosetive Dlamini
    Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
  • B. Fana Mokoena
    Fana Mokoena is a South African actor known for his roles in both local productions and international films such as "World War Z" and "Hotel Rwanda."
  • C. Amala Ratna Zandile Dlamin
    Amala Ratna Zandile Dlamin, better known as Doja Cat, is an American rapper, singer, songwriter, and record producer recognized for her genre-blending music and viral internet presence.
  • D. Hendrina Joubert
    Hendrina Joubert was the wife of prominent Boer general and politician Piet Joubert, associated with the late 19th-century history of the South African Republic (Transvaal).
  • E. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • 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: Ellen Kuzwayo
Triple: [Jan Hofmeyr School of Social Work, notableStudent, Ellen Kuzwayo]
Generated description
Ellen Kuzwayo was a prominent South African anti-apartheid activist, social worker, and author known for her influential autobiography "Call Me Woman" and her advocacy for women's and children's rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ellen Kuzwayo
Target entity description: Ellen Kuzwayo was a prominent South African anti-apartheid activist, social worker, and author known for her influential autobiography "Call Me Woman" and her advocacy for women's and children's rights.
  • A. Makhosetive Dlamini
    Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
  • B. Fana Mokoena
    Fana Mokoena is a South African actor known for his roles in both local productions and international films such as "World War Z" and "Hotel Rwanda."
  • C. Amala Ratna Zandile Dlamin
    Amala Ratna Zandile Dlamin, better known as Doja Cat, is an American rapper, singer, songwriter, and record producer recognized for her genre-blending music and viral internet presence.
  • D. Hendrina Joubert
    Hendrina Joubert was the wife of prominent Boer general and politician Piet Joubert, associated with the late 19th-century history of the South African Republic (Transvaal).
  • E. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • 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_69c008cc158881908df6ec94a911c736 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063ddb3a4819083455f6da854f8a9 completed March 22, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c62d1f28748190a62fc26f92f0c15f completed March 27, 2026, 7:09 a.m.
NEDg Description generation batch_69c630ff3df48190bc6ef4143d10d042 completed March 27, 2026, 7:25 a.m.
NED2 Entity disambiguation (via description) batch_69c6315ec7948190b2123a03f35d8386 completed March 27, 2026, 7:27 a.m.
Created at: March 22, 2026, 4:26 p.m.