Triple
T7790250
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inkatha Freedom Party |
E187357
|
entity |
| Predicate | hasLeader |
P981
|
FINISHED |
| Object |
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.
|
E701883
|
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: Velenkosini Hlabisa | Statement: [Inkatha Freedom Party, hasLeader, Velenkosini Hlabisa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Velenkosini Hlabisa Context triple: [Inkatha Freedom Party, hasLeader, Velenkosini Hlabisa]
-
A.
Thokozani Khupe
Thokozani Khupe is a Zimbabwean politician who has served as a senior opposition leader and former deputy prime minister, prominently associated with the Movement for Democratic Change.
-
B.
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.
-
C.
Motlanthe
Motlanthe is the surname of Kgalema Motlanthe, a South African politician who served as the country's president from 2008 to 2009.
-
D.
Mapula Motlanthe
Mapula Motlanthe is the former wife of South African politician and ex-president Kgalema Motlanthe.
-
E.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
- 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: Velenkosini Hlabisa Triple: [Inkatha Freedom Party, hasLeader, Velenkosini Hlabisa]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Velenkosini Hlabisa Target entity description: 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.
-
A.
Thokozani Khupe
Thokozani Khupe is a Zimbabwean politician who has served as a senior opposition leader and former deputy prime minister, prominently associated with the Movement for Democratic Change.
-
B.
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.
-
C.
Motlanthe
Motlanthe is the surname of Kgalema Motlanthe, a South African politician who served as the country's president from 2008 to 2009.
-
D.
Mapula Motlanthe
Mapula Motlanthe is the former wife of South African politician and ex-president Kgalema Motlanthe.
-
E.
Mokgweetsi Masisi
Mokgweetsi Masisi is a Botswanan politician who serves as the country's president and leader of the Botswana Democratic Party.
- 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_69ca82af2d2c8190963861f5e0b8bf21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cae7ea13f08190a60c5f1863bce816 |
completed | March 30, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbdea8e0ec8190a88dae9f0097ca16 |
completed | March 31, 2026, 2:48 p.m. |
| NEDg | Description generation | batch_69cbe436e20481908b297cd94eafbeec |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc0c32aac081909cdd0d69cacdd27f |
completed | March 31, 2026, 6:02 p.m. |
Created at: March 30, 2026, 4:25 p.m.