Triple

T10504887
Position Surface form Disambiguated ID Type / Status
Subject Citizens Coalition for Change E247760 entity
Predicate spokesperson P8470 FINISHED
Object Fadzayi Mahere
Fadzayi Mahere is a prominent Zimbabwean lawyer, politician, and democracy activist known for her opposition to ZANU–PF and her leadership role in the Citizens Coalition for Change.
E867456 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: Fadzayi Mahere | Statement: [Citizens Coalition for Change, spokesperson, Fadzayi Mahere]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fadzayi Mahere
Context triple: [Citizens Coalition for Change, spokesperson, Fadzayi Mahere]
  • A. Bridgette Motsepe
    Bridgette Motsepe is a South African businesswoman and philanthropist known for her involvement in mining interests and her connections to the prominent Motsepe family.
  • B. Lily Banda
    Lily Banda is a Malawian actress and artist best known for her role in the film "The Boy Who Harnessed the Wind."
  • C. Mary Masombuka
    Mary Masombuka is a central student activist character in the South African musical film and stage play "Sarafina!", symbolizing youth resistance against apartheid.
  • D. Edna Madzongwe
    Edna Madzongwe is a Zimbabwean politician who became the first female President of the Senate, playing a prominent role in the country’s legislative leadership.
  • E. Moroka Lembede
    Moroka Lembede was a South African anti-apartheid activist and founding president of the African National Congress Youth League, known for his influential role in shaping militant African nationalism.
  • 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: Fadzayi Mahere
Triple: [Citizens Coalition for Change, spokesperson, Fadzayi Mahere]
Generated description
Fadzayi Mahere is a prominent Zimbabwean lawyer, politician, and democracy activist known for her opposition to ZANU–PF and her leadership role in the Citizens Coalition for Change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fadzayi Mahere
Target entity description: Fadzayi Mahere is a prominent Zimbabwean lawyer, politician, and democracy activist known for her opposition to ZANU–PF and her leadership role in the Citizens Coalition for Change.
  • A. Bridgette Motsepe
    Bridgette Motsepe is a South African businesswoman and philanthropist known for her involvement in mining interests and her connections to the prominent Motsepe family.
  • B. Lily Banda
    Lily Banda is a Malawian actress and artist best known for her role in the film "The Boy Who Harnessed the Wind."
  • C. Mary Masombuka
    Mary Masombuka is a central student activist character in the South African musical film and stage play "Sarafina!", symbolizing youth resistance against apartheid.
  • D. Edna Madzongwe
    Edna Madzongwe is a Zimbabwean politician who became the first female President of the Senate, playing a prominent role in the country’s legislative leadership.
  • E. Moroka Lembede
    Moroka Lembede was a South African anti-apartheid activist and founding president of the African National Congress Youth League, known for his influential role in shaping militant African nationalism.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5099f4dec8190a9851739c8bc9a69 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dcd89ba481908653730b43e3d4ab completed April 10, 2026, 11:19 a.m.
NEDg Description generation batch_69d8e8c9d5cc8190a425ed834855bbcd completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901fecee88190999e88ca2e56a516 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:26 p.m.