Triple

T4573470
Position Surface form Disambiguated ID Type / Status
Subject Francois Pienaar E123088 entity
Predicate hasChild P369 FINISHED
Object Stefan Pienaar
Stefan Pienaar is known as one of the sons of former South African rugby union captain Francois Pienaar.
 E458250 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: Stefan Pienaar | Statement: [Francois Pienaar, hasChild, Stefan Pienaar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stefan Pienaar
Context triple: [Francois Pienaar, hasChild, Stefan Pienaar]
  • A. Dan Pienaar
    Dan Pienaar was a prominent South African Army general best known for his leadership of South African forces during key campaigns of the Second World War, particularly in North Africa.
  • B. Handré Pollard
    Handré Pollard is a South African rugby union fly-half renowned for his pivotal role in the Springboks’ World Cup–winning campaigns and his accurate goal-kicking under pressure.
  • C. Riaan Louw
    Riaan Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • D. Darrell Roodt
    Darrell Roodt is a South African film director known for socially conscious dramas that often explore apartheid and its legacy, including the acclaimed musical film "Sarafina!".
  • E. Marius Louw
    Marius Louw is a South African professional rugby union player known for his performances as a centre in top domestic and international club competitions.
  • 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: Stefan Pienaar
Triple: [Francois Pienaar, hasChild, Stefan Pienaar]
Generated description
Stefan Pienaar is known as one of the sons of former South African rugby union captain Francois Pienaar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stefan Pienaar
Target entity description: Stefan Pienaar is known as one of the sons of former South African rugby union captain Francois Pienaar.
  • A. Dan Pienaar
    Dan Pienaar was a prominent South African Army general best known for his leadership of South African forces during key campaigns of the Second World War, particularly in North Africa.
  • B. Handré Pollard
    Handré Pollard is a South African rugby union fly-half renowned for his pivotal role in the Springboks’ World Cup–winning campaigns and his accurate goal-kicking under pressure.
  • C. Riaan Louw
    Riaan Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • D. Darrell Roodt
    Darrell Roodt is a South African film director known for socially conscious dramas that often explore apartheid and its legacy, including the acclaimed musical film "Sarafina!".
  • E. Marius Louw
    Marius Louw is a South African professional rugby union player known for his performances as a centre in top domestic and international club competitions.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58c89a5c81909a78bf0ac64777ad completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa26276481908d6476a94aa3e743 completed March 21, 2026, 1:53 a.m.
NEDg Description generation batch_69bdfb36a18481908bb566db970b101a completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbc9bea48190a8a0bf13c6fa7191 completed March 21, 2026, 2 a.m.
Created at: March 20, 2026, 1:10 p.m.