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.