Triple

T2503172
Position Surface form Disambiguated ID Type / Status
Subject Louw E52513 entity
Predicate hasNotableBearer P458 FINISHED
Object Piet Louw
Piet Louw is a relatively obscure individual known primarily as a namesake bearer of the surname Louw, with little widely documented public information.
 E321337 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: Piet Louw | Statement: [Louw, hasNotableBearer, Piet Louw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Piet Louw
Context triple: [Louw, hasNotableBearer, Piet Louw]
  • A. Hendrik Louw
    Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Heinrich Louw
    Heinrich Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • 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: Piet Louw
Triple: [Louw, hasNotableBearer, Piet Louw]
Generated description
Piet Louw is a relatively obscure individual known primarily as a namesake bearer of the surname Louw, with little widely documented public information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Piet Louw
Target entity description: Piet Louw is a relatively obscure individual known primarily as a namesake bearer of the surname Louw, with little widely documented public information.
  • A. Hendrik Louw
    Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Heinrich Louw
    Heinrich Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • 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_69b1de74f20881909e69b7fba1c4abaa completed March 11, 2026, 9:28 p.m.
NEDg Description generation batch_69b1e534c86c8190b600dd5eeea18de4 completed March 11, 2026, 9:57 p.m.
NED2 Entity disambiguation (via description) batch_69b1e586504c81908491ab906c22999c completed March 11, 2026, 9:58 p.m.
Created at: March 6, 2026, 9:46 p.m.