Triple
T5988476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Sobukwe |
E133284
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Veronica Sobukwe
Veronica Sobukwe was a South African anti-apartheid activist and community leader who continued and preserved the political legacy of her husband, PAC founder Robert Sobukwe.
|
E570251
|
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: Veronica Sobukwe | Statement: [Robert Sobukwe, spouse, Veronica Sobukwe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Veronica Sobukwe Context triple: [Robert Sobukwe, spouse, Veronica Sobukwe]
-
A.
Robert Sobukwe
Robert Sobukwe was a prominent South African anti-apartheid leader, founding president of the Pan Africanist Congress, and a powerful advocate of African nationalism whose activism led to long-term imprisonment and enduring political influence.
-
B.
Yusuf Dadoo
Yusuf Dadoo was a prominent South African Indian anti-apartheid leader, physician, and communist activist who played a key role in uniting Indian and African resistance against racial segregation.
-
C.
Beryl Sisulu
Beryl Sisulu is a South African diplomat and public figure, known as a member of the prominent Sisulu family that played a key role in the anti-apartheid struggle.
-
D.
Moses Kotane
Moses Kotane was a prominent South African anti-apartheid leader, long-time secretary-general of the South African Communist Party, and senior African National Congress figure.
-
E.
Columbus Madikizela
Columbus Madikizela was a South African anti-apartheid activist and the father of Winnie Madikizela-Mandela.
- 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: Veronica Sobukwe Triple: [Robert Sobukwe, spouse, Veronica Sobukwe]
Generated description
Veronica Sobukwe was a South African anti-apartheid activist and community leader who continued and preserved the political legacy of her husband, PAC founder Robert Sobukwe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Veronica Sobukwe Target entity description: Veronica Sobukwe was a South African anti-apartheid activist and community leader who continued and preserved the political legacy of her husband, PAC founder Robert Sobukwe.
-
A.
Robert Sobukwe
Robert Sobukwe was a prominent South African anti-apartheid leader, founding president of the Pan Africanist Congress, and a powerful advocate of African nationalism whose activism led to long-term imprisonment and enduring political influence.
-
B.
Yusuf Dadoo
Yusuf Dadoo was a prominent South African Indian anti-apartheid leader, physician, and communist activist who played a key role in uniting Indian and African resistance against racial segregation.
-
C.
Beryl Sisulu
Beryl Sisulu is a South African diplomat and public figure, known as a member of the prominent Sisulu family that played a key role in the anti-apartheid struggle.
-
D.
Moses Kotane
Moses Kotane was a prominent South African anti-apartheid leader, long-time secretary-general of the South African Communist Party, and senior African National Congress figure.
-
E.
Columbus Madikizela
Columbus Madikizela was a South African anti-apartheid activist and the father of Winnie Madikizela-Mandela.
- 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_69c0087010d081908bb8142342d63330 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04dc51d948190bacf4c40a73e91b2 |
completed | March 22, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1355db96c8190b40b32b8d3a5dbdf |
completed | March 23, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69c13784569c819084aea01ac3d2c5dc |
completed | March 23, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c137fd85cc8190ad213d3462e39d5c |
completed | March 23, 2026, 12:54 p.m. |
Created at: March 22, 2026, 4:04 p.m.