Triple
T11092054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raymond Mhlaba |
E262278
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
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.
|
E904260
|
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: Joyce Mhlaba | Statement: [Raymond Mhlaba, spouse, Joyce Mhlaba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joyce Mhlaba Context triple: [Raymond Mhlaba, spouse, Joyce Mhlaba]
-
A.
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.
-
B.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
-
C.
Prudence Mabhena
Prudence Mabhena is a Zimbabwean singer and disability rights advocate known for overcoming severe physical disabilities to become the subject of the Oscar-winning documentary "Music by Prudence."
-
D.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
E.
Thandekile Ndlovu
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
- 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: Joyce Mhlaba Triple: [Raymond Mhlaba, spouse, Joyce Mhlaba]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joyce Mhlaba Target entity description: 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.
-
A.
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.
-
B.
Sthandiwe Kgoroge
Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
-
C.
Prudence Mabhena
Prudence Mabhena is a Zimbabwean singer and disability rights advocate known for overcoming severe physical disabilities to become the subject of the Oscar-winning documentary "Music by Prudence."
-
D.
Makhosetive Dlamini
Makhosetive Dlamini is the birth name of Mswati III, the long-reigning absolute monarch of Eswatini (formerly Swaziland).
-
E.
Thandekile Ndlovu
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799ec6564819097624195d0cd9093 |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7d3043c8190bdbe0ec51992db0c |
completed | April 18, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69e3f2cbb4708190a328cff473104d14 |
completed | April 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f497a01881909d1dae70a02e5f97 |
completed | April 18, 2026, 9:16 p.m. |
Created at: April 8, 2026, 9:27 p.m.