Triple
T8531351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African National Congress Youth League |
E201957
|
entity |
| Predicate | influentialMember |
P83171
|
FINISHED |
| Object |
Julius Malema
Julius Malema is a South African politician known for his fiery populist rhetoric and leadership of the Economic Freedom Fighters (EFF), a leftist party he founded after leaving the ANC Youth League.
|
E743153
|
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: Julius Malema | Statement: [African National Congress Youth League, influentialMember, Julius Malema]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julius Malema Context triple: [African National Congress Youth League, influentialMember, Julius Malema]
-
A.
Alan Winde
Alan Winde is a South African politician who serves as the Premier of the Western Cape province.
-
B.
Velenkosini Hlabisa
Velenkosini Hlabisa is a South African politician who serves as the president of the Inkatha Freedom Party and a prominent opposition figure in national politics.
-
C.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
D.
Njongonkulu Ndungane
Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
-
E.
Elias Motsoaledi
Elias Motsoaledi was a South African anti-apartheid activist and African National Congress member who was imprisoned alongside Nelson Mandela for his role in the liberation struggle.
- 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: Julius Malema Triple: [African National Congress Youth League, influentialMember, Julius Malema]
Generated description
Julius Malema is a South African politician known for his fiery populist rhetoric and leadership of the Economic Freedom Fighters (EFF), a leftist party he founded after leaving the ANC Youth League.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julius Malema Target entity description: Julius Malema is a South African politician known for his fiery populist rhetoric and leadership of the Economic Freedom Fighters (EFF), a leftist party he founded after leaving the ANC Youth League.
-
A.
Alan Winde
Alan Winde is a South African politician who serves as the Premier of the Western Cape province.
-
B.
Velenkosini Hlabisa
Velenkosini Hlabisa is a South African politician who serves as the president of the Inkatha Freedom Party and a prominent opposition figure in national politics.
-
C.
Siphosethu Ngcobo
Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
-
D.
Njongonkulu Ndungane
Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
-
E.
Elias Motsoaledi
Elias Motsoaledi was a South African anti-apartheid activist and African National Congress member who was imprisoned alongside Nelson Mandela for his role in the liberation struggle.
- 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_69ce890333d08190b510d970e6d6fee5 |
completed | April 2, 2026, 3:19 p.m. |
| NEDg | Description generation | batch_69ce8a9ba0448190ae7637f24b8a8032 |
completed | April 2, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8bda33548190a8f6985a48d65a39 |
completed | April 2, 2026, 3:31 p.m. |
Created at: March 30, 2026, 6:17 p.m.