Triple
T12344850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rob Louw |
E294323
|
entity |
| Predicate | hasChild |
P369
|
FINISHED |
| Object |
Robbie Louw
Robbie Louw is the son of former South African rugby union star Rob Louw.
|
E982736
|
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: Robbie Louw | Statement: [Rob Louw, hasChild, Robbie Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robbie Louw Context triple: [Rob Louw, hasChild, Robbie Louw]
-
A.
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.
-
B.
Riaan Louw
Riaan Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
C.
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.
-
D.
Gavin Louw
Gavin Louw is an individual notable enough to be specifically cited as a bearer of the surname Louw.
-
E.
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.
- 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: Robbie Louw Triple: [Rob Louw, hasChild, Robbie Louw]
Generated description
Robbie Louw is the son of former South African rugby union star Rob Louw.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robbie Louw Target entity description: Robbie Louw is the son of former South African rugby union star Rob Louw.
-
A.
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.
-
B.
Riaan Louw
Riaan Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
C.
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.
-
D.
Gavin Louw
Gavin Louw is an individual notable enough to be specifically cited as a bearer of the surname Louw.
-
E.
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.
- 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_69d6ab6ccbec8190b09e2d357aa80064 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f7a4a448190aa70d66dc2f406c1 |
completed | April 10, 2026, 6:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6346dd09481908f4c80e89e2f4705 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f63674aa3c81908ba82a9d246b3b3a |
completed | May 2, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63a9b32fc8190ab98492ff91d2a66 |
completed | May 2, 2026, 5:55 p.m. |
Created at: April 8, 2026, 9:53 p.m.