Triple
T2503169
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Louis Louw
Louis Louw is an individual notable enough to be specifically cited as a bearer of the surname Louw.
|
E318408
|
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: Louis Louw | Statement: [Louw, hasNotableBearer, Louis Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Louw Context triple: [Louw, hasNotableBearer, Louis Louw]
-
A.
Hendrik Louw
Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
B.
Werner Louw
Werner Louw is a person notable enough to be recognized as a bearer of the surname Louw.
-
C.
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.
-
D.
Koos de la Rey
Koos de la Rey was a prominent Boer general and military leader renowned for his tactical skill and guerrilla warfare during the Anglo-Boer conflicts in South Africa.
-
E.
Hendrik Klopper
Hendrik Klopper was a South African Army officer and World War II general best known for his leadership of Allied forces during the 1942 Battle of Tobruk.
- 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: Louis Louw Triple: [Louw, hasNotableBearer, Louis Louw]
Generated description
Louis Louw is an individual notable enough to be specifically cited as a bearer of the surname Louw.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Louw Target entity description: Louis Louw is an individual notable enough to be specifically cited as a bearer of the surname Louw.
-
A.
Hendrik Louw
Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
B.
Werner Louw
Werner Louw is a person notable enough to be recognized as a bearer of the surname Louw.
-
C.
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.
-
D.
Koos de la Rey
Koos de la Rey was a prominent Boer general and military leader renowned for his tactical skill and guerrilla warfare during the Anglo-Boer conflicts in South Africa.
-
E.
Hendrik Klopper
Hendrik Klopper was a South African Army officer and World War II general best known for his leadership of Allied forces during the 1942 Battle of Tobruk.
- 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_69b12df6ad908190b0b484b6fd82ffb5 |
completed | March 11, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69b12fbbd9588190aa0529e264864199 |
completed | March 11, 2026, 9:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb6571388190970bae846bfc57a2 |
completed | March 11, 2026, 8:07 p.m. |
Created at: March 6, 2026, 9:46 p.m.