Triple

T6683872
Position Surface form Disambiguated ID Type / Status
Subject Miriam Makeba E152051 entity
Predicate child P120 FINISHED
Object Bongi Makeba
Bongi Makeba was a South African singer-songwriter and activist, best known as the musically gifted daughter and occasional collaborator of legendary vocalist Miriam Makeba.
E616103 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: Bongi Makeba | Statement: [Miriam Makeba, child, Bongi Makeba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bongi Makeba
Context triple: [Miriam Makeba, child, Bongi Makeba]
  • A. Miriam Makeba
    Miriam Makeba was a renowned South African singer and civil rights activist, celebrated globally as "Mama Africa" for her powerful anti-apartheid music and advocacy.
  • B. Hugh Masekela
    Hugh Masekela was a renowned South African jazz trumpeter, composer, and anti-apartheid activist celebrated for blending jazz with African musical styles and for his influential role in world music.
  • C. Brenda Fassie
    Brenda Fassie was a hugely popular and influential South African pop singer and cultural icon, often called the "Queen of African Pop."
  • D. Ningali Lawford
    Ningali Lawford was an Australian actress known for her powerful performances in film, television, and theatre, particularly in stories highlighting Indigenous Australian experiences.
  • E. Abbey Lincoln
    Abbey Lincoln was an influential American jazz vocalist, songwriter, and civil rights activist known for her expressive performances and collaborations with leading jazz musicians.
  • 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: Bongi Makeba
Triple: [Miriam Makeba, child, Bongi Makeba]
Generated description
Bongi Makeba was a South African singer-songwriter and activist, best known as the musically gifted daughter and occasional collaborator of legendary vocalist Miriam Makeba.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bongi Makeba
Target entity description: Bongi Makeba was a South African singer-songwriter and activist, best known as the musically gifted daughter and occasional collaborator of legendary vocalist Miriam Makeba.
  • A. Miriam Makeba
    Miriam Makeba was a renowned South African singer and civil rights activist, celebrated globally as "Mama Africa" for her powerful anti-apartheid music and advocacy.
  • B. Hugh Masekela
    Hugh Masekela was a renowned South African jazz trumpeter, composer, and anti-apartheid activist celebrated for blending jazz with African musical styles and for his influential role in world music.
  • C. Brenda Fassie
    Brenda Fassie was a hugely popular and influential South African pop singer and cultural icon, often called the "Queen of African Pop."
  • D. Ningali Lawford
    Ningali Lawford was an Australian actress known for her powerful performances in film, television, and theatre, particularly in stories highlighting Indigenous Australian experiences.
  • E. Abbey Lincoln
    Abbey Lincoln was an influential American jazz vocalist, songwriter, and civil rights activist known for her expressive performances and collaborations with leading jazz musicians.
  • 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_69c687f9977c819097e7f5ada4fe522e completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b122df14819082068af37611b691 completed March 27, 2026, 4:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70af0c0e4819094c89193a222a6c9 completed March 27, 2026, 10:55 p.m.
NEDg Description generation batch_69c70c82a2008190b0f5f859687a7de5 completed March 27, 2026, 11:02 p.m.
NED2 Entity disambiguation (via description) batch_69c70d7e3d748190ace98ad9cb9c425b completed March 27, 2026, 11:06 p.m.
Created at: March 27, 2026, 2:04 p.m.