Triple
T10216545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pieter Willem Botha |
E242457
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Botha
Botha is a common Afrikaans surname in South Africa, notably borne by several prominent political figures.
|
E387781
|
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: Botha | Statement: [Pieter Willem Botha, familyName, Botha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Botha Context triple: [Pieter Willem Botha, familyName, Botha]
-
A.
D. F. Malan
D. F. Malan was a South African prime minister and National Party leader best known for formally instituting and entrenching the apartheid system.
-
B.
Roelof Botha
Roelof Botha is a South African-born venture capitalist and former PayPal executive, known for his influential role as a partner at Sequoia Capital backing major technology companies.
-
C.
Max Hare
Max Hare is the speedy but overconfident rabbit character in Disney’s 1935 animated short "The Tortoise and the Hare," loosely based on Aesop’s fable.
-
D.
Marais Viljoen
Marais Viljoen was a South African politician who served as the last ceremonial State President before the establishment of the executive presidency under P.W. Botha.
-
E.
Hlumelo Biko
Hlumelo Biko is a South African investment professional, author, and social entrepreneur known for his work in economic development and as the son of anti-apartheid icons Steve Biko and Mamphela Ramphele.
- 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: Botha Triple: [Pieter Willem Botha, familyName, Botha]
Generated description
Botha is a common Afrikaans surname in South Africa, notably borne by several prominent political figures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Botha Target entity description: Botha is a common Afrikaans surname in South Africa, notably borne by several prominent political figures.
-
A.
D. F. Malan
D. F. Malan was a South African prime minister and National Party leader best known for formally instituting and entrenching the apartheid system.
-
B.
Roelof Botha
chosen
Roelof Botha is a South African-born venture capitalist and former PayPal executive, known for his influential role as a partner at Sequoia Capital backing major technology companies.
-
C.
Max Hare
Max Hare is the speedy but overconfident rabbit character in Disney’s 1935 animated short "The Tortoise and the Hare," loosely based on Aesop’s fable.
-
D.
Marais Viljoen
Marais Viljoen was a South African politician who served as the last ceremonial State President before the establishment of the executive presidency under P.W. Botha.
-
E.
Hlumelo Biko
Hlumelo Biko is a South African investment professional, author, and social entrepreneur known for his work in economic development and as the son of anti-apartheid icons Steve Biko and Mamphela Ramphele.
- F. None of above.
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_69d381ae26c48190985abd0e25ee5d04 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d3aa6e544c8190961cdd7f1fbe24e6 |
completed | April 6, 2026, 12:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6a804e8748190b4ebcfa9a0bb889f |
completed | April 8, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69d6d0003434819093e3f82a556db79c |
completed | April 8, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6df3c8f748190923db41ef1a9a03a |
completed | April 8, 2026, 11:05 p.m. |
Created at: April 6, 2026, 11:06 a.m.