Triple

T2727201
Position Surface form Disambiguated ID Type / Status
Subject Xhosa people E60221 entity
Predicate hasNotablePerson P304 FINISHED
Object Zakes Mda
Zakes Mda is a prominent South African novelist, playwright, and academic known for his influential works exploring post-apartheid society and Xhosa cultural identity.
 E292523 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: Zakes Mda | Statement: [Xhosa people, hasNotablePerson, Zakes Mda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zakes Mda
Context triple: [Xhosa people, hasNotablePerson, Zakes Mda]
  • A. Breyten Breytenbach
    Breyten Breytenbach is a renowned South African Afrikaans poet, writer, and painter known for his anti-apartheid activism and influential literary work.
  • B. Nadine Gordimer
    Nadine Gordimer was a South African writer and Nobel Prize–winning novelist renowned for her powerful works opposing apartheid and exploring complex social and moral issues.
  • C. Tsitsi Dangarembga
    Tsitsi Dangarembga is a Zimbabwean novelist, playwright, and filmmaker best known for her critically acclaimed novel "Nervous Conditions," a landmark work in African literature.
  • D. J. M. Coetzee
    J. M. Coetzee is a South African-born novelist, essayist, and Nobel Prize in Literature laureate renowned for his austere, morally probing fiction exploring power, cruelty, and the human condition.
  • E. Ruth First
    Ruth First was a prominent South African anti-apartheid activist, journalist, and scholar who was assassinated in exile for her political work.
  • 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: Zakes Mda
Triple: [Xhosa people, hasNotablePerson, Zakes Mda]
Generated description
Zakes Mda is a prominent South African novelist, playwright, and academic known for his influential works exploring post-apartheid society and Xhosa cultural identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zakes Mda
Target entity description: Zakes Mda is a prominent South African novelist, playwright, and academic known for his influential works exploring post-apartheid society and Xhosa cultural identity.
  • A. Breyten Breytenbach
    Breyten Breytenbach is a renowned South African Afrikaans poet, writer, and painter known for his anti-apartheid activism and influential literary work.
  • B. Nadine Gordimer
    Nadine Gordimer was a South African writer and Nobel Prize–winning novelist renowned for her powerful works opposing apartheid and exploring complex social and moral issues.
  • C. Tsitsi Dangarembga
    Tsitsi Dangarembga is a Zimbabwean novelist, playwright, and filmmaker best known for her critically acclaimed novel "Nervous Conditions," a landmark work in African literature.
  • D. J. M. Coetzee
    J. M. Coetzee is a South African-born novelist, essayist, and Nobel Prize in Literature laureate renowned for his austere, morally probing fiction exploring power, cruelty, and the human condition.
  • E. Ruth First
    Ruth First was a prominent South African anti-apartheid activist, journalist, and scholar who was assassinated in exile for her political work.
  • 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_69ab4b75cd908190b691ef0d1801acda completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdacffa6481909df37335e8fdd595 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb6982974819089d0ef4a59cc4085 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb7166d788190ac219fe3c3e164fe completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7acf3588190813bde4428dfe5f4 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:56 p.m.