Triple
T2503187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Riaan Louw
Riaan Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
|
E342045
|
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: Riaan Louw | Statement: [Louw, hasNotableBearer, Riaan Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Riaan Louw Context triple: [Louw, hasNotableBearer, Riaan Louw]
-
A.
Jaco Louw
Jaco Louw is a notable individual bearing the Afrikaans surname Louw, recognized within contexts where the name has particular cultural or public significance.
-
B.
Stephan Louw
Stephan Louw is a Namibian long jumper who has represented his country in international athletics competitions, including the Olympic Games.
-
C.
Ruan Louw
Ruan Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
-
D.
Chris Louw
Chris Louw is a South African journalist and writer best known for his provocative open letter "Boetman is die bliksem in" criticizing the apartheid-era Afrikaner establishment.
-
E.
Charl Louw
Charl Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
- 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: Riaan Louw Triple: [Louw, hasNotableBearer, Riaan Louw]
Generated description
Riaan Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Riaan Louw Target entity description: Riaan Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
A.
Jaco Louw
Jaco Louw is a notable individual bearing the Afrikaans surname Louw, recognized within contexts where the name has particular cultural or public significance.
-
B.
Stephan Louw
Stephan Louw is a Namibian long jumper who has represented his country in international athletics competitions, including the Olympic Games.
-
C.
Ruan Louw
Ruan Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
-
D.
Chris Louw
Chris Louw is a South African journalist and writer best known for his provocative open letter "Boetman is die bliksem in" criticizing the apartheid-era Afrikaner establishment.
-
E.
Charl Louw
Charl Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
- 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_69b28da24fe88190aabe2bcc520a35dc |
completed | March 12, 2026, 9:55 a.m. |
| NEDg | Description generation | batch_69b28f6d8a948190b9aac1b90de472d6 |
completed | March 12, 2026, 10:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2c08b196881908e72596d54ab8873 |
completed | March 12, 2026, 1:32 p.m. |
Created at: March 6, 2026, 9:46 p.m.