Triple
T7662961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mamphela Ramphele |
E173551
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Across Boundaries: The Journey of a South African Woman Leader
"Across Boundaries: The Journey of a South African Woman Leader" is an autobiographical work in which South African activist and academic Mamphela Ramphele recounts her life, political struggle against apartheid, and pathbreaking role as a Black woman leader.
|
E173551
|
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: Across Boundaries: The Journey of a South African Woman Leader | Statement: [Mamphela Ramphele, notableWork, Across Boundaries: The Journey of a South African Woman Leader]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Across Boundaries: The Journey of a South African Woman Leader Context triple: [Mamphela Ramphele, notableWork, Across Boundaries: The Journey of a South African Woman Leader]
-
A.
The World of Miriam Makeba
The World of Miriam Makeba is a 1963 studio album by South African singer and activist Miriam Makeba that showcases her blend of African folk songs and jazz-influenced world music.
-
B.
South African elite families
South African elite families are influential, wealthy dynasties that dominate the country’s business, political, and social spheres through extensive networks of power and capital.
-
C.
The Africa We Want
"The Africa We Want" is the aspirational slogan encapsulating the African Union’s long-term vision for a peaceful, prosperous, and integrated continent under Agenda 2063.
-
D.
Mamphela Ramphele
Mamphela Ramphele is a South African physician, anti-apartheid activist, academic, and former World Bank managing director who later co-founded the political party Agang South Africa.
-
E.
Gandhi heritage sites in South Africa
Gandhi heritage sites in South Africa are a collection of historically significant locations associated with Mahatma Gandhi’s life, activism, and development of his philosophy during his years in the country.
- 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: Across Boundaries: The Journey of a South African Woman Leader Triple: [Mamphela Ramphele, notableWork, Across Boundaries: The Journey of a South African Woman Leader]
Generated description
"Across Boundaries: The Journey of a South African Woman Leader" is an autobiographical work in which South African activist and academic Mamphela Ramphele recounts her life, political struggle against apartheid, and pathbreaking role as a Black woman leader.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Across Boundaries: The Journey of a South African Woman Leader Target entity description: "Across Boundaries: The Journey of a South African Woman Leader" is an autobiographical work in which South African activist and academic Mamphela Ramphele recounts her life, political struggle against apartheid, and pathbreaking role as a Black woman leader.
-
A.
The World of Miriam Makeba
The World of Miriam Makeba is a 1963 studio album by South African singer and activist Miriam Makeba that showcases her blend of African folk songs and jazz-influenced world music.
-
B.
South African elite families
South African elite families are influential, wealthy dynasties that dominate the country’s business, political, and social spheres through extensive networks of power and capital.
-
C.
The Africa We Want
"The Africa We Want" is the aspirational slogan encapsulating the African Union’s long-term vision for a peaceful, prosperous, and integrated continent under Agenda 2063.
-
D.
Mamphela Ramphele
chosen
Mamphela Ramphele is a South African physician, anti-apartheid activist, academic, and former World Bank managing director who later co-founded the political party Agang South Africa.
-
E.
Gandhi heritage sites in South Africa
Gandhi heritage sites in South Africa are a collection of historically significant locations associated with Mahatma Gandhi’s life, activism, and development of his philosophy during his years in the country.
- F. None of above.
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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701a74a2c81909f78ab2de7ce807c |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b1aaef081908d1d181ea7c28c2f |
completed | March 29, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69c89e177fd08190a6f3a70cf32365d9 |
completed | March 29, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89e7328f4819088651b60e7af457d |
completed | March 29, 2026, 3:37 a.m. |
Created at: March 27, 2026, 3:59 p.m.