Triple

T22907747
Position Surface form Disambiguated ID Type / Status
Subject Wepener E568497 entity
Predicate namedAfter P63 FINISHED
Object Louw Wepener
Louw Wepener was a 19th-century Boer military leader from the Orange Free State, remembered as a hero of the Basotho Wars and commemorated in various South African place names.
E1560054 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: Louw Wepener | Statement: [Wepener, namedAfter, Louw Wepener]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louw Wepener
Context triple: [Wepener, namedAfter, Louw Wepener]
  • A. Willem Kok
    Willem Kok is a Dutch politician who served as Prime Minister of the Netherlands from 1994 to 2002 and was a leading figure in the Labour Party (PvdA).
  • B. Bartho Smit
    Bartho Smit was a prominent Afrikaans playwright, novelist, and critic associated with the Sestigers movement, known for his innovative and often controversial contributions to South African literature.
  • C. Hermanus Brinkman
    Hermanus Brinkman is a person notable enough to be recognized as a distinguished bearer of the Brinkman surname.
  • D. Pieter van Rooyen
    Pieter van Rooyen is a technology entrepreneur and executive best known for founding Edico Genome, a company focused on accelerating genomic data analysis through specialized computing hardware.
  • E. Gerrit Kouwenaar
    Gerrit Kouwenaar was a prominent Dutch poet, translator, and member of the experimental Vijftigers movement, known for his influential, austere modernist poetry.
  • 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: Louw Wepener
Triple: [Wepener, namedAfter, Louw Wepener]
Generated description
Louw Wepener was a 19th-century Boer military leader from the Orange Free State, remembered as a hero of the Basotho Wars and commemorated in various South African place names.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louw Wepener
Target entity description: Louw Wepener was a 19th-century Boer military leader from the Orange Free State, remembered as a hero of the Basotho Wars and commemorated in various South African place names.
  • A. Willem Kok
    Willem Kok is a Dutch politician who served as Prime Minister of the Netherlands from 1994 to 2002 and was a leading figure in the Labour Party (PvdA).
  • B. Bartho Smit
    Bartho Smit was a prominent Afrikaans playwright, novelist, and critic associated with the Sestigers movement, known for his innovative and often controversial contributions to South African literature.
  • C. Hermanus Brinkman
    Hermanus Brinkman is a person notable enough to be recognized as a distinguished bearer of the Brinkman surname.
  • D. Pieter van Rooyen
    Pieter van Rooyen is a technology entrepreneur and executive best known for founding Edico Genome, a company focused on accelerating genomic data analysis through specialized computing hardware.
  • E. Gerrit Kouwenaar
    Gerrit Kouwenaar was a prominent Dutch poet, translator, and member of the experimental Vijftigers movement, known for his influential, austere modernist poetry.
  • 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_69e2458cd9e48190943ad2e34485d939 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18071b9ec81908922d5f046f7930a completed April 29, 2026, 3:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9cfe238819094a5802343d0feec completed May 19, 2026, 1:16 a.m.
NEDg Description generation batch_6a0bbb4c32a4819086a4bfdf25476d78 completed May 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbc1bd0808190a0a5f8f603308b45 completed May 19, 2026, 1:25 a.m.
Created at: April 17, 2026, 3:42 p.m.