Triple

T2503152
Position Surface form Disambiguated ID Type / Status
Subject Louw E52513 entity
Predicate hasNotableBearer P458 FINISHED
Object Francois Louw
Francois Louw is a former South African rugby union flanker who played for the national team, the Springboks, and had a distinguished club career with Bath Rugby in England.
E283822 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: Francois Louw | Statement: [Louw, hasNotableBearer, Francois Louw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francois Louw
Context triple: [Louw, hasNotableBearer, Francois Louw]
  • A. 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.
  • B. 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.
  • 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. Roelf Steenhuis
    Roelf Steenhuis is a Dutch architect best known as one of the founding figures of the architecture firm Mecanoo.
  • E. W.E.G. Louw
    W.E.G. Louw was an influential Afrikaans poet and literary figure associated with the Dertigers movement in South African literature.
  • 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: Francois Louw
Triple: [Louw, hasNotableBearer, Francois Louw]
Generated description
Francois Louw is a former South African rugby union flanker who played for the national team, the Springboks, and had a distinguished club career with Bath Rugby in England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francois Louw
Target entity description: Francois Louw is a former South African rugby union flanker who played for the national team, the Springboks, and had a distinguished club career with Bath Rugby in England.
  • A. 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.
  • B. 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.
  • 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. Roelf Steenhuis
    Roelf Steenhuis is a Dutch architect best known as one of the founding figures of the architecture firm Mecanoo.
  • E. W.E.G. Louw
    W.E.G. Louw was an influential Afrikaans poet and literary figure associated with the Dertigers movement in South African literature.
  • 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_69af9068798c8190958c5522276906fe completed March 10, 2026, 3:30 a.m.
NEDg Description generation batch_69af90f63dac8190b3282b5029d22fab completed March 10, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69af918e7b50819082f37f9cdb3271a2 completed March 10, 2026, 3:35 a.m.
Created at: March 6, 2026, 9:46 p.m.