Triple
T1529941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of the Witwatersrand |
E32416
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Helen Suzman
Helen Suzman was a prominent South African anti-apartheid politician and human rights activist known for her outspoken opposition to racial segregation in Parliament.
|
E175360
|
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: Helen Suzman | Statement: [University of the Witwatersrand, hasAlumnus, Helen Suzman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helen Suzman Context triple: [University of the Witwatersrand, hasAlumnus, Helen Suzman]
-
A.
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.
-
B.
Ruth First
Ruth First was a prominent South African anti-apartheid activist, journalist, and scholar who was assassinated in exile for her political work.
-
C.
Ahmed Kathrada
Ahmed Kathrada was a prominent South African anti-apartheid activist, close associate of Nelson Mandela, and long-serving political prisoner who later became a key figure in the post-apartheid government.
-
D.
Mpho Andrea Tutu
Mpho Andrea Tutu is an Anglican priest, author, and human rights advocate, known for her work on reconciliation and social justice and as the daughter of Archbishop Desmond Tutu.
-
E.
Betsie Verwoerd
Betsie Verwoerd was the wife of South African Prime Minister Hendrik Verwoerd and served as a prominent public figure during the apartheid era.
- 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: Helen Suzman Triple: [University of the Witwatersrand, hasAlumnus, Helen Suzman]
Generated description
Helen Suzman was a prominent South African anti-apartheid politician and human rights activist known for her outspoken opposition to racial segregation in Parliament.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Helen Suzman Target entity description: Helen Suzman was a prominent South African anti-apartheid politician and human rights activist known for her outspoken opposition to racial segregation in Parliament.
-
A.
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.
-
B.
Ruth First
Ruth First was a prominent South African anti-apartheid activist, journalist, and scholar who was assassinated in exile for her political work.
-
C.
Ahmed Kathrada
Ahmed Kathrada was a prominent South African anti-apartheid activist, close associate of Nelson Mandela, and long-serving political prisoner who later became a key figure in the post-apartheid government.
-
D.
Mpho Andrea Tutu
Mpho Andrea Tutu is an Anglican priest, author, and human rights advocate, known for her work on reconciliation and social justice and as the daughter of Archbishop Desmond Tutu.
-
E.
Betsie Verwoerd
Betsie Verwoerd was the wife of South African Prime Minister Hendrik Verwoerd and served as a prominent public figure during the apartheid era.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a908156b888190968ca0157ae42bc7 |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad30942dc481908de85bd2ca30c0bd |
completed | March 8, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69ad3104afe88190a8d783dd38d4f2fd |
completed | March 8, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad31a17f5c8190b0d56b449f79cca5 |
completed | March 8, 2026, 8:21 a.m. |
Created at: March 4, 2026, 7:26 p.m.