Triple
T2503164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
André Louw
André Louw is a relatively obscure individual whose name is notably associated with the surname Louw.
|
E308281
|
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: André Louw | Statement: [Louw, hasNotableBearer, André Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: André Louw Context triple: [Louw, hasNotableBearer, André Louw]
-
A.
Johan Louw
Johan Louw is a South African former cricketer who played as a right-arm medium-fast bowler and lower-order batsman, notably representing South Africa in One Day Internationals.
-
B.
Gert Louw
Gert Louw is a South African bodybuilder and fitness personality known for his transformation-focused training and motivational content.
-
C.
Danie Louw
Danie Louw is a notable individual recognized for achievements significant enough to be associated with the surname Louw.
-
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.
Michael Louw
Michael Louw is a person bearing the Afrikaans surname "Louw," which is of South African origin.
- 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: André Louw Triple: [Louw, hasNotableBearer, André Louw]
Generated description
André Louw is a relatively obscure individual whose name is notably associated with the surname Louw.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: André Louw Target entity description: André Louw is a relatively obscure individual whose name is notably associated with the surname Louw.
-
A.
Johan Louw
Johan Louw is a South African former cricketer who played as a right-arm medium-fast bowler and lower-order batsman, notably representing South Africa in One Day Internationals.
-
B.
Gert Louw
Gert Louw is a South African bodybuilder and fitness personality known for his transformation-focused training and motivational content.
-
C.
Danie Louw
Danie Louw is a notable individual recognized for achievements significant enough to be associated with the surname Louw.
-
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.
Michael Louw
Michael Louw is a person bearing the Afrikaans surname "Louw," which is of South African origin.
- 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_69b03104c21c81909fede29ce1e76d88 |
completed | March 10, 2026, 2:56 p.m. |
| NEDg | Description generation | batch_69b031b0606c81908ff879fd8464c7d4 |
completed | March 10, 2026, 2:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b039a5d7748190a44b878a5be62f54 |
completed | March 10, 2026, 3:32 p.m. |
Created at: March 6, 2026, 9:46 p.m.