Triple
T687161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | D. F. Malan |
E13309
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Daniel François Malan
Daniel François Malan was a South African politician and prime minister best known for leading the National Party government that formally instituted apartheid in 1948.
|
E86220
|
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: Daniel François Malan | Statement: [D. F. Malan, fullName, Daniel François Malan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel François Malan Context triple: [D. F. Malan, fullName, Daniel François Malan]
-
A.
Marthinus Wessel Pretorius
Marthinus Wessel Pretorius was a 19th-century Boer leader who served as the first president of the South African Republic and played a key role in early Afrikaner state formation.
-
B.
Andries Hendrik Potgieter
Andries Hendrik Potgieter was a prominent Voortrekker leader and Boer pioneer who played a key role in establishing early Boer settlements in the interior of southern Africa during the 19th century.
-
C.
Piet Joubert
Piet Joubert was a prominent Boer military leader and politician who served as Commandant-General of the South African Republic and played a key role in conflicts against British rule in the late 19th century.
-
D.
Koos de la Rey
Koos de la Rey was a prominent Boer general and military leader renowned for his tactical skill and guerrilla warfare during the Anglo-Boer conflicts in South Africa.
-
E.
Christiaan de Wet
Christiaan de Wet was a prominent Boer general and guerrilla leader renowned for his daring and highly effective campaigns against British forces during the Second Boer War.
- 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: Daniel François Malan Triple: [D. F. Malan, fullName, Daniel François Malan]
Generated description
Daniel François Malan was a South African politician and prime minister best known for leading the National Party government that formally instituted apartheid in 1948.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel François Malan Target entity description: Daniel François Malan was a South African politician and prime minister best known for leading the National Party government that formally instituted apartheid in 1948.
-
A.
Marthinus Wessel Pretorius
Marthinus Wessel Pretorius was a 19th-century Boer leader who served as the first president of the South African Republic and played a key role in early Afrikaner state formation.
-
B.
Andries Hendrik Potgieter
Andries Hendrik Potgieter was a prominent Voortrekker leader and Boer pioneer who played a key role in establishing early Boer settlements in the interior of southern Africa during the 19th century.
-
C.
Piet Joubert
Piet Joubert was a prominent Boer military leader and politician who served as Commandant-General of the South African Republic and played a key role in conflicts against British rule in the late 19th century.
-
D.
Koos de la Rey
Koos de la Rey was a prominent Boer general and military leader renowned for his tactical skill and guerrilla warfare during the Anglo-Boer conflicts in South Africa.
-
E.
Christiaan de Wet
Christiaan de Wet was a prominent Boer general and guerrilla leader renowned for his daring and highly effective campaigns against British forces during the Second Boer War.
- 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_69a4933e0f98819097d22766c49b61b8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a093ac988190bb339616a3ed5adb |
completed | March 1, 2026, 8:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6374ee9ac819091abef4167e3433e |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a639ae1efc8190ba546164d8279c28 |
completed | March 3, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a63a2eacc0819080a7056cc54a1264 |
completed | March 3, 2026, 1:32 a.m. |
Created at: March 1, 2026, 7:36 p.m.