Triple
T2503186
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Marais Louw
Marais Louw is a South African rugby union player known for his performances as a flanker in domestic and international competitions.
|
E342044
|
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: Marais Louw | Statement: [Louw, hasNotableBearer, Marais Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marais Louw Context triple: [Louw, hasNotableBearer, Marais Louw]
-
A.
De Wit
De Wit is a Dutch surname commonly borne by individuals of Dutch origin and often associated with historical figures from the Netherlands.
-
B.
Adriaan Louw
Adriaan Louw is a South African-born physical therapist and pain scientist known for his work on pain neuroscience education and chronic pain management.
-
C.
Anton Louw
Anton Louw is an individual notable enough to be recognized as a bearer of the surname Louw, though specific widely known achievements or roles are not clearly documented.
-
D.
Marius Louw
Marius Louw is a South African professional rugby union player known for his performances as a centre in top domestic and international club competitions.
-
E.
Hendrik Louw
Hendrik Louw is a person notable enough to be recognized as a significant 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: Marais Louw Triple: [Louw, hasNotableBearer, Marais Louw]
Generated description
Marais Louw is a South African rugby union player known for his performances as a flanker in domestic and international competitions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marais Louw Target entity description: Marais Louw is a South African rugby union player known for his performances as a flanker in domestic and international competitions.
-
A.
De Wit
De Wit is a Dutch surname commonly borne by individuals of Dutch origin and often associated with historical figures from the Netherlands.
-
B.
Adriaan Louw
Adriaan Louw is a South African-born physical therapist and pain scientist known for his work on pain neuroscience education and chronic pain management.
-
C.
Anton Louw
Anton Louw is an individual notable enough to be recognized as a bearer of the surname Louw, though specific widely known achievements or roles are not clearly documented.
-
D.
Marius Louw
Marius Louw is a South African professional rugby union player known for his performances as a centre in top domestic and international club competitions.
-
E.
Hendrik Louw
Hendrik Louw is a person notable enough to be recognized as a significant 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.