Triple
T2503156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Pieter Louw
Pieter Louw is a South African rugby union player known for his role as a flanker, particularly during his time with the Stormers and Western Province.
|
E289689
|
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: Pieter Louw | Statement: [Louw, hasNotableBearer, Pieter Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pieter Louw Context triple: [Louw, hasNotableBearer, Pieter Louw]
-
A.
Werner Louw
Werner Louw is a person notable enough to be recognized as a bearer of the surname Louw.
-
B.
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.
-
C.
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.
-
D.
Hendrik Klopper
Hendrik Klopper was a South African Army officer and World War II general best known for his leadership of Allied forces during the 1942 Battle of Tobruk.
-
E.
Roelf Steenhuis
Roelf Steenhuis is a Dutch architect best known as one of the founding figures of the architecture firm Mecanoo.
- 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: Pieter Louw Triple: [Louw, hasNotableBearer, Pieter Louw]
Generated description
Pieter Louw is a South African rugby union player known for his role as a flanker, particularly during his time with the Stormers and Western Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pieter Louw Target entity description: Pieter Louw is a South African rugby union player known for his role as a flanker, particularly during his time with the Stormers and Western Province.
-
A.
Werner Louw
Werner Louw is a person notable enough to be recognized as a bearer of the surname Louw.
-
B.
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.
-
C.
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.
-
D.
Hendrik Klopper
Hendrik Klopper was a South African Army officer and World War II general best known for his leadership of Allied forces during the 1942 Battle of Tobruk.
-
E.
Roelf Steenhuis
Roelf Steenhuis is a Dutch architect best known as one of the founding figures of the architecture firm Mecanoo.
- 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_69afaf36e2848190a03ca375d802241c |
completed | March 10, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69afb000ed448190a3d6db802eb88958 |
completed | March 10, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb07e1d2c8190a8b8da3d3641b36c |
completed | March 10, 2026, 5:47 a.m. |
Created at: March 6, 2026, 9:46 p.m.