Triple
T11349456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurent-Désiré Kabila |
E268802
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Sifa Mahanya
Sifa Mahanya was the wife of former Congolese president Laurent-Désiré Kabila and a prominent figure in the Democratic Republic of the Congo’s political sphere.
|
E925424
|
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: Sifa Mahanya | Statement: [Laurent-Désiré Kabila, spouse, Sifa Mahanya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sifa Mahanya Context triple: [Laurent-Désiré Kabila, spouse, Sifa Mahanya]
-
A.
Limpho Hani
Limpho Hani is a South African anti-apartheid activist and politician, known both for her own political work and as the widow of assassinated struggle leader Chris Hani.
-
B.
Lizo Mzimba
Lizo Mzimba is a British journalist and television presenter best known for his long-running work as a reporter and presenter on the BBC, particularly in children's and entertainment news.
-
C.
Thandekile Ndlovu
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
-
D.
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.
-
E.
Mangela Koli
Mangela Koli is a sub-community of the Koli people of western India, traditionally associated with fishing and coastal livelihoods.
- 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: Sifa Mahanya Triple: [Laurent-Désiré Kabila, spouse, Sifa Mahanya]
Generated description
Sifa Mahanya was the wife of former Congolese president Laurent-Désiré Kabila and a prominent figure in the Democratic Republic of the Congo’s political sphere.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sifa Mahanya Target entity description: Sifa Mahanya was the wife of former Congolese president Laurent-Désiré Kabila and a prominent figure in the Democratic Republic of the Congo’s political sphere.
-
A.
Limpho Hani
Limpho Hani is a South African anti-apartheid activist and politician, known both for her own political work and as the widow of assassinated struggle leader Chris Hani.
-
B.
Lizo Mzimba
Lizo Mzimba is a British journalist and television presenter best known for his long-running work as a reporter and presenter on the BBC, particularly in children's and entertainment news.
-
C.
Thandekile Ndlovu
Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
-
D.
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.
-
E.
Mangela Koli
Mangela Koli is a sub-community of the Koli people of western India, traditionally associated with fishing and coastal livelihoods.
- 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_69d6aacbe18081909e5fadb50082dd96 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea23391c819089e8f9725cb3a0ff |
completed | April 9, 2026, 6:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5d320c39c8190a3d28aa065ededea |
completed | April 20, 2026, 7:17 a.m. |
| NEDg | Description generation | batch_69e5d73b6d5881908a289f935c9727a4 |
completed | April 20, 2026, 7:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5d924963c8190bfc55ffeb529a499 |
completed | April 20, 2026, 7:43 a.m. |
Created at: April 8, 2026, 9:33 p.m.