Triple

T2353999
Position Surface form Disambiguated ID Type / Status
Subject University of Zimbabwe E47511 entity
Predicate hasNotableAlumni P51 FINISHED
Object 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.
 E260244 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: Tsitsi Dangarembga | Statement: [University of Zimbabwe, hasNotableAlumni, Tsitsi Dangarembga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tsitsi Dangarembga
Context triple: [University of Zimbabwe, hasNotableAlumni, Tsitsi Dangarembga]
  • A. Petina Gappah
    Petina Gappah is a Zimbabwean writer and lawyer known for her award-winning short stories and novels that explore contemporary Zimbabwean life with sharp wit and social insight.
  • 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. Flora Nwapa
    Flora Nwapa was a pioneering Nigerian novelist and publisher widely regarded as the mother of modern African women’s writing.
  • D. Chinua Achebe
    Chinua Achebe was a pioneering Nigerian novelist, best known for his influential work "Things Fall Apart" and for shaping modern African literature.
  • E. Ngũgĩ wa Thiong’o
    Ngũgĩ wa Thiong’o is a Kenyan writer, theorist of postcolonial literature, and prominent advocate for African languages whose novels, essays, and plays critique colonialism and its legacies.
  • 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: Tsitsi Dangarembga
Triple: [University of Zimbabwe, hasNotableAlumni, Tsitsi Dangarembga]
Generated description
Tsitsi Dangarembga is a Zimbabwean novelist, playwright, and filmmaker best known for her critically acclaimed novel "Nervous Conditions," a landmark work in African literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tsitsi Dangarembga
Target entity description: Tsitsi Dangarembga is a Zimbabwean novelist, playwright, and filmmaker best known for her critically acclaimed novel "Nervous Conditions," a landmark work in African literature.
  • A. Petina Gappah
    Petina Gappah is a Zimbabwean writer and lawyer known for her award-winning short stories and novels that explore contemporary Zimbabwean life with sharp wit and social insight.
  • 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. Flora Nwapa
    Flora Nwapa was a pioneering Nigerian novelist and publisher widely regarded as the mother of modern African women’s writing.
  • D. Chinua Achebe
    Chinua Achebe was a pioneering Nigerian novelist, best known for his influential work "Things Fall Apart" and for shaping modern African literature.
  • E. Ngũgĩ wa Thiong’o
    Ngũgĩ wa Thiong’o is a Kenyan writer, theorist of postcolonial literature, and prominent advocate for African languages whose novels, essays, and plays critique colonialism and its legacies.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6fbb1fc8190b97f4e4ed386abc3 completed March 7, 2026, 6:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea888b5a881909b1f91562957388d completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aea9e4fd748190870fca46e6d2ea78 completed March 9, 2026, 11:07 a.m.
NED2 Entity disambiguation (via description) batch_69aeaa3f5afc8190af11862c52f35074 completed March 9, 2026, 11:08 a.m.
Created at: March 4, 2026, 7:54 p.m.