Triple
T2503188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Jannie Louw
Jannie Louw is a notable individual associated with the surname Louw, recognized for achievements significant enough to be specifically cited as a bearer of the name.
|
E344366
|
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: Jannie Louw | Statement: [Louw, hasNotableBearer, Jannie Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jannie Louw Context triple: [Louw, hasNotableBearer, Jannie Louw]
-
A.
Danie Louw
Danie Louw is a notable individual recognized for achievements significant enough to be associated with the surname Louw.
-
B.
Charl Louw
Charl Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
-
C.
Jan Louw
Jan Louw is a notable individual bearing the surname Louw, recognized enough to be specifically distinguished among people with that name.
-
D.
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.
-
E.
Jopie Fourie
Jopie Fourie was a South African Boer rebel and national figure executed during World War I for leading an armed uprising against the Union government.
- 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: Jannie Louw Triple: [Louw, hasNotableBearer, Jannie Louw]
Generated description
Jannie Louw is a notable individual associated with the surname Louw, recognized for achievements significant enough to be specifically cited as a bearer of the name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jannie Louw Target entity description: Jannie Louw is a notable individual associated with the surname Louw, recognized for achievements significant enough to be specifically cited as a bearer of the name.
-
A.
Danie Louw
Danie Louw is a notable individual recognized for achievements significant enough to be associated with the surname Louw.
-
B.
Charl Louw
Charl Louw is an individual notable enough to be recognized as a prominent bearer of the surname Louw.
-
C.
Jan Louw
Jan Louw is a notable individual bearing the surname Louw, recognized enough to be specifically distinguished among people with that name.
-
D.
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.
-
E.
Jopie Fourie
Jopie Fourie was a South African Boer rebel and national figure executed during World War I for leading an armed uprising against the Union government.
- 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_69b2e803e994819085dae09224fae2a3 |
completed | March 12, 2026, 4:21 p.m. |
| NEDg | Description generation | batch_69b2e9b82a288190a6c1700e19966de6 |
completed | March 12, 2026, 4:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ea0d98ec8190beb74a32f46554bc |
completed | March 12, 2026, 4:30 p.m. |
Created at: March 6, 2026, 9:46 p.m.