Triple
T2503153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Michael Louw
Michael Louw is a person bearing the Afrikaans surname "Louw," which is of South African origin.
|
E285598
|
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: Michael Louw | Statement: [Louw, hasNotableBearer, Michael Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Louw Context triple: [Louw, hasNotableBearer, Michael Louw]
-
A.
Joost van der Westhuizen
Joost van der Westhuizen was a legendary South African scrum-half renowned for his pivotal role in the Springboks’ 1995 Rugby World Cup victory and his status as one of the greatest players in rugby union history.
-
B.
Ben Viljoen
Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
-
C.
John Smit
John Smit is a former South African rugby union hooker who captained the Springboks to victory in the 2007 Rugby World Cup and is regarded as one of the country's most successful leaders in the sport.
-
D.
Hendrik Schoeman
Hendrik Schoeman was a prominent South African politician and Boer leader who served as a government minister in the South African Republic during the late 19th century.
-
E.
Eric Cradock
Eric Cradock was a Canadian sports promoter and businessman best known as a co-founder and early owner of the Toronto Huskies basketball team.
- 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: Michael Louw Triple: [Louw, hasNotableBearer, Michael Louw]
Generated description
Michael Louw is a person bearing the Afrikaans surname "Louw," which is of South African origin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Louw Target entity description: Michael Louw is a person bearing the Afrikaans surname "Louw," which is of South African origin.
-
A.
Joost van der Westhuizen
Joost van der Westhuizen was a legendary South African scrum-half renowned for his pivotal role in the Springboks’ 1995 Rugby World Cup victory and his status as one of the greatest players in rugby union history.
-
B.
Ben Viljoen
Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
-
C.
John Smit
John Smit is a former South African rugby union hooker who captained the Springboks to victory in the 2007 Rugby World Cup and is regarded as one of the country's most successful leaders in the sport.
-
D.
Hendrik Schoeman
Hendrik Schoeman was a prominent South African politician and Boer leader who served as a government minister in the South African Republic during the late 19th century.
-
E.
Eric Cradock
Eric Cradock was a Canadian sports promoter and businessman best known as a co-founder and early owner of the Toronto Huskies basketball team.
- 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_69af98a8887c8190bd00eaf48bc77781 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af99e3e4bc819080ac8a379592c6d2 |
completed | March 10, 2026, 4:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a3716e08190a559684dbc7df774 |
completed | March 10, 2026, 4:12 a.m. |
Created at: March 6, 2026, 9:46 p.m.