Triple
T2503171
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Willem Louw
Willem Louw is a person notable enough to be specifically cited as a bearer of the surname Louw, though detailed public information about his life or achievements is limited.
|
E322481
|
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: Willem Louw | Statement: [Louw, hasNotableBearer, Willem Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willem Louw Context triple: [Louw, hasNotableBearer, Willem Louw]
-
A.
Hendrik Louw
Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
B.
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.
-
C.
Werner Louw
Werner Louw is a person notable enough to be recognized as a bearer of the surname Louw.
-
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.
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.
- 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: Willem Louw Triple: [Louw, hasNotableBearer, Willem Louw]
Generated description
Willem Louw is a person notable enough to be specifically cited as a bearer of the surname Louw, though detailed public information about his life or achievements is limited.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willem Louw Target entity description: Willem Louw is a person notable enough to be specifically cited as a bearer of the surname Louw, though detailed public information about his life or achievements is limited.
-
A.
Hendrik Louw
Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
B.
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.
-
C.
Werner Louw
Werner Louw is a person notable enough to be recognized as a bearer of the surname Louw.
-
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.
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.
- 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_69b1eecac8548190941aa17044d11e59 |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1ef5bbec4819082757bb3ddd614ff |
completed | March 11, 2026, 10:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1efdfba0081908e3e30faa8d0f862 |
completed | March 11, 2026, 10:42 p.m. |
Created at: March 6, 2026, 9:46 p.m.