Triple
T2503152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Francois Louw
Francois Louw is a former South African rugby union flanker who played for the national team, the Springboks, and had a distinguished club career with Bath Rugby in England.
|
E283822
|
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: Francois Louw | Statement: [Louw, hasNotableBearer, Francois Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Francois Louw Context triple: [Louw, hasNotableBearer, Francois Louw]
-
A.
Hendrik Schoeman
Hendrik Schoeman was a prominent South African politician and Boer leader who served as a government minister in the South African Republic during the late 19th century.
-
B.
Joost van der Westhuizen
Joost van der Westhuizen was a legendary South African scrum-half renowned for his pivotal role in the Springboks’ 1995 Rugby World Cup victory and his status as one of the greatest players in rugby union history.
-
C.
Ben Viljoen
Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
-
D.
Roelf Steenhuis
Roelf Steenhuis is a Dutch architect best known as one of the founding figures of the architecture firm Mecanoo.
-
E.
W.E.G. Louw
W.E.G. Louw was an influential Afrikaans poet and literary figure associated with the Dertigers movement in South African literature.
- 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: Francois Louw Triple: [Louw, hasNotableBearer, Francois Louw]
Generated description
Francois Louw is a former South African rugby union flanker who played for the national team, the Springboks, and had a distinguished club career with Bath Rugby in England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Francois Louw Target entity description: Francois Louw is a former South African rugby union flanker who played for the national team, the Springboks, and had a distinguished club career with Bath Rugby in England.
-
A.
Hendrik Schoeman
Hendrik Schoeman was a prominent South African politician and Boer leader who served as a government minister in the South African Republic during the late 19th century.
-
B.
Joost van der Westhuizen
Joost van der Westhuizen was a legendary South African scrum-half renowned for his pivotal role in the Springboks’ 1995 Rugby World Cup victory and his status as one of the greatest players in rugby union history.
-
C.
Ben Viljoen
Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
-
D.
Roelf Steenhuis
Roelf Steenhuis is a Dutch architect best known as one of the founding figures of the architecture firm Mecanoo.
-
E.
W.E.G. Louw
W.E.G. Louw was an influential Afrikaans poet and literary figure associated with the Dertigers movement in South African literature.
- 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_69ab4957b3a88190adf968ae0c1b931c |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1cb4f6481908d4e0a1dc0d84d3c |
completed | March 7, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af9068798c8190958c5522276906fe |
completed | March 10, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69af90f63dac8190b3282b5029d22fab |
completed | March 10, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af918e7b50819082f37f9cdb3271a2 |
completed | March 10, 2026, 3:35 a.m. |
Created at: March 6, 2026, 9:46 p.m.