Triple
T1327417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stokely Carmichael |
E28359
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
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.
|
E152051
|
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: Miriam Makeba | Statement: [Stokely Carmichael, spouse, Miriam Makeba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Miriam Makeba Context triple: [Stokely Carmichael, spouse, Miriam Makeba]
-
A.
Nina Simone
Nina Simone was an influential American singer, pianist, and civil rights activist renowned for her powerful blend of jazz, blues, classical, and soul music.
-
B.
Harry Belafonte
Harry Belafonte was an American singer, actor, and civil rights activist renowned as the "King of Calypso" and a prominent voice in social justice movements.
-
C.
Yvonne Zima
Yvonne Zima is an American actress known for her work as a child performer in films and television, including notable roles in 1990s thrillers and popular TV dramas.
-
D.
Ilyasah Shabazz
Ilyasah Shabazz is an American author, educator, and activist known for her work preserving and promoting the legacy of her parents, Malcolm X and Betty Shabazz, and for writing books on history, social justice, and her family's story.
-
E.
Nomalizo Leah Tutu
Nomalizo Leah Tutu is a South African activist, nurse, and teacher known for her social justice work and as the longtime wife and partner of Archbishop Desmond Tutu.
- 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: Miriam Makeba Triple: [Stokely Carmichael, spouse, Miriam Makeba]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Miriam Makeba Target entity description: 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.
-
A.
Nina Simone
Nina Simone was an influential American singer, pianist, and civil rights activist renowned for her powerful blend of jazz, blues, classical, and soul music.
-
B.
Harry Belafonte
Harry Belafonte was an American singer, actor, and civil rights activist renowned as the "King of Calypso" and a prominent voice in social justice movements.
-
C.
Yvonne Zima
Yvonne Zima is an American actress known for her work as a child performer in films and television, including notable roles in 1990s thrillers and popular TV dramas.
-
D.
Ilyasah Shabazz
Ilyasah Shabazz is an American author, educator, and activist known for her work preserving and promoting the legacy of her parents, Malcolm X and Betty Shabazz, and for writing books on history, social justice, and her family's story.
-
E.
Nomalizo Leah Tutu
Nomalizo Leah Tutu is a South African activist, nurse, and teacher known for her social justice work and as the longtime wife and partner of Archbishop Desmond Tutu.
- 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_69a498540a2481909e807a762280d3ba |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1c0a22881909eff0fc6c91a5f41 |
completed | March 1, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf3038148190bd945f67e1a619ca |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbf958b308190874369550420f827 |
completed | March 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc0c32180819082af905fd56c4b27 |
completed | March 8, 2026, 12:20 a.m. |
Created at: March 1, 2026, 7:55 p.m.