Triple
T11327571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew Mlangeni |
E268260
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
June Mlangeni
June Mlangeni was the wife of South African anti-apartheid activist and Rivonia Trialist Andrew Mlangeni, known primarily for her role as his partner and supporter during the struggle against apartheid.
|
E924098
|
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: June Mlangeni | Statement: [Andrew Mlangeni, spouse, June Mlangeni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: June Mlangeni Context triple: [Andrew Mlangeni, spouse, June Mlangeni]
-
A.
Ellen Kuzwayo
Ellen Kuzwayo was a prominent South African anti-apartheid activist, social worker, and author known for her influential autobiography "Call Me Woman" and her advocacy for women's and children's rights.
-
B.
Joyce Mhlaba
Joyce Mhlaba was the wife of South African anti-apartheid activist and politician Raymond Mhlaba, and was herself involved in the broader struggle against apartheid.
-
C.
Nompumelelo Ntuli
Nompumelelo Ntuli is a South African woman best known as one of the wives of former South African president Jacob Zuma.
-
D.
Thabitha Khumalo
Thabitha Khumalo is a prominent Zimbabwean opposition politician and activist known for her leadership roles in pro-democracy movements and advocacy for human rights and gender equality.
-
E.
Sithembiso Khumalo
Sithembiso Khumalo is an actor known for appearing in the 2006 political thriller film "Catch a Fire."
- 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: June Mlangeni Triple: [Andrew Mlangeni, spouse, June Mlangeni]
Generated description
June Mlangeni was the wife of South African anti-apartheid activist and Rivonia Trialist Andrew Mlangeni, known primarily for her role as his partner and supporter during the struggle against apartheid.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: June Mlangeni Target entity description: June Mlangeni was the wife of South African anti-apartheid activist and Rivonia Trialist Andrew Mlangeni, known primarily for her role as his partner and supporter during the struggle against apartheid.
-
A.
Ellen Kuzwayo
Ellen Kuzwayo was a prominent South African anti-apartheid activist, social worker, and author known for her influential autobiography "Call Me Woman" and her advocacy for women's and children's rights.
-
B.
Joyce Mhlaba
Joyce Mhlaba was the wife of South African anti-apartheid activist and politician Raymond Mhlaba, and was herself involved in the broader struggle against apartheid.
-
C.
Nompumelelo Ntuli
Nompumelelo Ntuli is a South African woman best known as one of the wives of former South African president Jacob Zuma.
-
D.
Thabitha Khumalo
Thabitha Khumalo is a prominent Zimbabwean opposition politician and activist known for her leadership roles in pro-democracy movements and advocacy for human rights and gender equality.
-
E.
Sithembiso Khumalo
Sithembiso Khumalo is an actor known for appearing in the 2006 political thriller film "Catch a Fire."
- 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_69d6aacb1f0881908c84a349fd1be047 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9e2253881909518cad0f12ef612 |
completed | April 9, 2026, 6:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b7c700008190a2e6a3418248ea71 |
completed | April 20, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69e5bb5d6e0c8190933cd3d6e83c24a2 |
completed | April 20, 2026, 5:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5c29d7b608190ae79bb8318211547 |
completed | April 20, 2026, 6:07 a.m. |
Created at: April 8, 2026, 9:32 p.m.