Triple
T2503165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Charl Louw
Charl Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
|
E309337
|
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: Charl Louw | Statement: [Louw, hasNotableBearer, Charl Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charl Louw Context triple: [Louw, hasNotableBearer, Charl Louw]
-
A.
Danie Louw
Danie Louw is a notable individual recognized for achievements significant enough to be associated with the surname Louw.
-
B.
Rob Louw
Rob Louw is a former South African rugby union flanker renowned for his dynamic play for Western Province and the Springboks during the late 1970s and 1980s.
-
C.
Ruan Louw
Ruan Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
-
D.
André Louw
André Louw is a relatively obscure individual whose name is notably associated with the surname Louw.
-
E.
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.
- 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: Charl Louw Triple: [Louw, hasNotableBearer, Charl Louw]
Generated description
Charl Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charl Louw Target entity description: Charl Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
-
A.
Danie Louw
Danie Louw is a notable individual recognized for achievements significant enough to be associated with the surname Louw.
-
B.
Rob Louw
Rob Louw is a former South African rugby union flanker renowned for his dynamic play for Western Province and the Springboks during the late 1970s and 1980s.
-
C.
Ruan Louw
Ruan Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
-
D.
André Louw
André Louw is a relatively obscure individual whose name is notably associated with the surname Louw.
-
E.
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.
- 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_69b055a71200819095c2a5481c61deb5 |
completed | March 10, 2026, 5:32 p.m. |
| NEDg | Description generation | batch_69b05f4ec26c8190bf1edd143353c715 |
completed | March 10, 2026, 6:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b061c642588190a6402ce34c430f53 |
completed | March 10, 2026, 6:24 p.m. |
Created at: March 6, 2026, 9:46 p.m.