Triple
T8531350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African National Congress Youth League |
E201957
|
entity |
| Predicate | influentialMember |
P83171
|
FINISHED |
| Object |
Peter Mokaba
Peter Mokaba was a prominent South African anti-apartheid activist and politician who became a leading figure in the African National Congress Youth League and later served as a national government minister.
|
E741778
|
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: Peter Mokaba | Statement: [African National Congress Youth League, influentialMember, Peter Mokaba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter Mokaba Context triple: [African National Congress Youth League, influentialMember, Peter Mokaba]
-
A.
Keo Motsepe
Keo Motsepe is a South African professional Latin and ballroom dancer best known for his long-running role as a pro on the U.S. television show "Dancing with the Stars."
-
B.
Moses Mabhida
Moses Mabhida was a prominent South African trade unionist and anti-apartheid activist who served as a senior leader of the African National Congress.
-
C.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
-
D.
Frank Mdlalose
Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
-
E.
Dumisa Ntsebeza
Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
- 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: Peter Mokaba Triple: [African National Congress Youth League, influentialMember, Peter Mokaba]
Generated description
Peter Mokaba was a prominent South African anti-apartheid activist and politician who became a leading figure in the African National Congress Youth League and later served as a national government minister.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peter Mokaba Target entity description: Peter Mokaba was a prominent South African anti-apartheid activist and politician who became a leading figure in the African National Congress Youth League and later served as a national government minister.
-
A.
Keo Motsepe
Keo Motsepe is a South African professional Latin and ballroom dancer best known for his long-running role as a pro on the U.S. television show "Dancing with the Stars."
-
B.
Moses Mabhida
Moses Mabhida was a prominent South African trade unionist and anti-apartheid activist who served as a senior leader of the African National Congress.
-
C.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
-
D.
Frank Mdlalose
Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
-
E.
Dumisa Ntsebeza
Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
- 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_69ca83228b24819085d22e7dc99f5d94 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc4578d9c8819096b3853d01c3ec11 |
completed | March 31, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d68d14c81908bde8ca0113f9503 |
completed | April 2, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69ce6ec1e74081908fc235ffd13ef301 |
completed | April 2, 2026, 1:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6fe13a00819095f5bec408435426 |
completed | April 2, 2026, 1:32 p.m. |
Created at: March 30, 2026, 6:17 p.m.