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.