Triple

T2503157
Position Surface form Disambiguated ID Type / Status
Subject Louw E52513 entity
Predicate hasNotableBearer P458 FINISHED
Object Johan Louw
Johan Louw is a South African former cricketer who played as a right-arm medium-fast bowler and lower-order batsman, notably representing South Africa in One Day Internationals.
 E291720 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: Johan Louw | Statement: [Louw, hasNotableBearer, Johan Louw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Johan Louw
Context triple: [Louw, hasNotableBearer, Johan Louw]
  • A. Werner Louw
    Werner Louw is a person notable enough to be recognized as a bearer of the surname Louw.
  • B. Michael Louw
    Michael Louw is a person bearing the Afrikaans surname "Louw," which is of South African origin.
  • C. 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.
  • D. 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.
  • E. Pieter Louw
    Pieter Louw is a South African rugby union player known for his role as a flanker, particularly during his time with the Stormers and Western Province.
  • 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: Johan Louw
Triple: [Louw, hasNotableBearer, Johan Louw]
Generated description
Johan Louw is a South African former cricketer who played as a right-arm medium-fast bowler and lower-order batsman, notably representing South Africa in One Day Internationals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Johan Louw
Target entity description: Johan Louw is a South African former cricketer who played as a right-arm medium-fast bowler and lower-order batsman, notably representing South Africa in One Day Internationals.
  • A. Werner Louw
    Werner Louw is a person notable enough to be recognized as a bearer of the surname Louw.
  • B. Michael Louw
    Michael Louw is a person bearing the Afrikaans surname "Louw," which is of South African origin.
  • C. 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.
  • D. 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.
  • E. Pieter Louw
    Pieter Louw is a South African rugby union player known for his role as a flanker, particularly during his time with the Stormers and Western Province.
  • 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_69afb66a2c588190874782f4565c0b60 completed March 10, 2026, 6:12 a.m.
NEDg Description generation batch_69afb7166d788190ac219fe3c3e164fe completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7aa131c81908cdfbda9575312f3 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:46 p.m.