Triple
T4573468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Francois Pienaar |
E123088
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Nelda Pienaar
Nelda Pienaar is best known as the wife of former South African rugby captain Francois Pienaar and a supportive figure in his public and charitable endeavors.
|
E453815
|
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: Nelda Pienaar | Statement: [Francois Pienaar, spouse, Nelda Pienaar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nelda Pienaar Context triple: [Francois Pienaar, spouse, Nelda Pienaar]
-
A.
Maria Louw
Maria Louw was the wife of D. F. Malan, the South African prime minister and key architect of apartheid-era policies.
-
B.
Elize Botha
Elize Botha was the wife of former South African State President P. W. Botha and served as the country’s First Lady during his tenure.
-
C.
Hendrina Joubert
Hendrina Joubert was the wife of prominent Boer general and politician Piet Joubert, associated with the late 19th-century history of the South African Republic (Transvaal).
-
D.
Jopie Fourie
Jopie Fourie was a South African Boer rebel and national figure executed during World War I for leading an armed uprising against the Union government.
-
E.
Bridgette Radebe
Bridgette Radebe is a South African mining entrepreneur and businesswoman, recognized as one of the country’s first black female mine owners and a prominent figure in the mining industry.
- 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: Nelda Pienaar Triple: [Francois Pienaar, spouse, Nelda Pienaar]
Generated description
Nelda Pienaar is best known as the wife of former South African rugby captain Francois Pienaar and a supportive figure in his public and charitable endeavors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nelda Pienaar Target entity description: Nelda Pienaar is best known as the wife of former South African rugby captain Francois Pienaar and a supportive figure in his public and charitable endeavors.
-
A.
Maria Louw
Maria Louw was the wife of D. F. Malan, the South African prime minister and key architect of apartheid-era policies.
-
B.
Elize Botha
Elize Botha was the wife of former South African State President P. W. Botha and served as the country’s First Lady during his tenure.
-
C.
Hendrina Joubert
Hendrina Joubert was the wife of prominent Boer general and politician Piet Joubert, associated with the late 19th-century history of the South African Republic (Transvaal).
-
D.
Jopie Fourie
Jopie Fourie was a South African Boer rebel and national figure executed during World War I for leading an armed uprising against the Union government.
-
E.
Bridgette Radebe
Bridgette Radebe is a South African mining entrepreneur and businesswoman, recognized as one of the country’s first black female mine owners and a prominent figure in the mining industry.
- 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_69bd46466c7081909d07f36be2d08804 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd58c89a5c81909a78bf0ac64777ad |
completed | March 20, 2026, 2:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdd3dde41c81909adf91b53450e590 |
completed | March 20, 2026, 11:10 p.m. |
| NEDg | Description generation | batch_69bdd79fe75c8190b672b80898d3cbf2 |
completed | March 20, 2026, 11:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdd85966348190841f272f347ee33f |
completed | March 20, 2026, 11:29 p.m. |
Created at: March 20, 2026, 1:10 p.m.