Triple
T2503178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louw |
E52513
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Heinrich Louw
Heinrich Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
|
E275298
|
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: Heinrich Louw | Statement: [Louw, hasNotableBearer, Heinrich Louw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heinrich Louw Context triple: [Louw, hasNotableBearer, Heinrich Louw]
-
A.
Jacobus Nicolaas Boshoff
Jacobus Nicolaas Boshoff was a 19th-century South African politician who served as the second State President of the Orange Free State.
-
B.
Andries Hendrik Potgieter
Andries Hendrik Potgieter was a prominent Voortrekker leader and Boer pioneer who played a key role in establishing early Boer settlements in the interior of southern Africa during the 19th century.
-
C.
Jozias van Aartsen
Jozias van Aartsen is a Dutch politician who has held prominent national and local offices, including serving as Minister of Foreign Affairs and Mayor of The Hague.
-
D.
J. G. Strydom
J. G. Strydom was a South African National Party politician who served as Prime Minister of South Africa from 1954 to 1958 and was a key architect of early apartheid policies.
-
E.
Quartus de Wet
Quartus de Wet was the South African judge who presided over the landmark Rivonia Trial that led to the imprisonment of Nelson Mandela and other anti-apartheid leaders.
- 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: Heinrich Louw Triple: [Louw, hasNotableBearer, Heinrich Louw]
Generated description
Heinrich Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heinrich Louw Target entity description: Heinrich Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
-
A.
Jacobus Nicolaas Boshoff
Jacobus Nicolaas Boshoff was a 19th-century South African politician who served as the second State President of the Orange Free State.
-
B.
Andries Hendrik Potgieter
Andries Hendrik Potgieter was a prominent Voortrekker leader and Boer pioneer who played a key role in establishing early Boer settlements in the interior of southern Africa during the 19th century.
-
C.
Jozias van Aartsen
Jozias van Aartsen is a Dutch politician who has held prominent national and local offices, including serving as Minister of Foreign Affairs and Mayor of The Hague.
-
D.
J. G. Strydom
J. G. Strydom was a South African National Party politician who served as Prime Minister of South Africa from 1954 to 1958 and was a key architect of early apartheid policies.
-
E.
Quartus de Wet
Quartus de Wet was the South African judge who presided over the landmark Rivonia Trial that led to the imprisonment of Nelson Mandela and other anti-apartheid leaders.
- 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_69af2b8bc7708190a507136d1f9f34ca |
completed | March 9, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69af51b3017c81908cfe771204bfdb27 |
completed | March 9, 2026, 11:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5215f6ec8190a4c1ac69d69b202d |
completed | March 9, 2026, 11:04 p.m. |
Created at: March 6, 2026, 9:46 p.m.