Triple
T2105058
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United Democratic Front |
E37173
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
Frank Chikane
Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
|
E234503
|
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: Frank Chikane | Statement: [United Democratic Front, notableLeader, Frank Chikane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frank Chikane Context triple: [United Democratic Front, notableLeader, Frank Chikane]
-
A.
Kgalema Motlanthe
Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
-
B.
Govan Mbeki
Govan Mbeki was a prominent South African anti-apartheid activist, intellectual, and African National Congress leader who played a key role in the liberation struggle and later served in the post-apartheid government.
-
C.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
-
D.
Tshepo Motsepe
Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
-
E.
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.
- 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: Frank Chikane Triple: [United Democratic Front, notableLeader, Frank Chikane]
Generated description
Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frank Chikane Target entity description: Frank Chikane is a South African anti-apartheid activist, pastor, and politician who became a prominent leader in the struggle against apartheid and later served in senior government and church leadership roles.
-
A.
Kgalema Motlanthe
Kgalema Motlanthe is a South African politician and former anti-apartheid activist who briefly served as the country's president from 2008 to 2009.
-
B.
Govan Mbeki
Govan Mbeki was a prominent South African anti-apartheid activist, intellectual, and African National Congress leader who played a key role in the liberation struggle and later served in the post-apartheid government.
-
C.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
-
D.
Tshepo Motsepe
Tshepo Motsepe is a South African medical doctor and public health advocate who serves as the First Lady of South Africa as the wife of President Cyril Ramaphosa.
-
E.
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.
- 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abbadcd4a081909d60b9b241950335 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3069f78c819092a6d9d903e4df13 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae311eec148190af10e88fb4d7c433 |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae3199909881909ffca021098c98ea |
completed | March 9, 2026, 2:34 a.m. |
Created at: March 4, 2026, 7:43 p.m.