Triple

T23092622
Position Surface form Disambiguated ID Type / Status
Subject Louis Oosthuizen E575798 entity
Predicate hasFoundation P13223 FINISHED
Object Louis Oosthuizen Junior Golf Academy
The Louis Oosthuizen Junior Golf Academy is a youth golf training program established by South African major champion Louis Oosthuizen to develop and support promising young golfers.
E1570389 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: Louis Oosthuizen Junior Golf Academy | Statement: [Louis Oosthuizen, hasFoundation, Louis Oosthuizen Junior Golf Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Oosthuizen Junior Golf Academy
Context triple: [Louis Oosthuizen, hasFoundation, Louis Oosthuizen Junior Golf Academy]
  • A. Loretto Golf Academy
    Loretto Golf Academy is a specialist golf training and education center associated with Loretto School, known for developing young golfers’ skills alongside their academic studies.
  • B. Krugersdorp Golf Course
    Krugersdorp Golf Course is a golf facility located in Krugersdorp, South Africa, offering an 18-hole course and related amenities for golfers.
  • C. School of Golf
    School of Golf is an instructional television series on Golf Channel that focuses on teaching golf techniques, fundamentals, and strategies to players of all skill levels.
  • D. Durbanville Golf Club
    Durbanville Golf Club is a well-known 18-hole golf course and recreational club located in the suburb of Durbanville near Cape Town, South Africa.
  • E. Alyangula Golf Club
    Alyangula Golf Club is a remote golf course and social club located in the mining township of Alyangula on Groote Eylandt in Australia’s Northern Territory.
  • 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: Louis Oosthuizen Junior Golf Academy
Triple: [Louis Oosthuizen, hasFoundation, Louis Oosthuizen Junior Golf Academy]
Generated description
The Louis Oosthuizen Junior Golf Academy is a youth golf training program established by South African major champion Louis Oosthuizen to develop and support promising young golfers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Oosthuizen Junior Golf Academy
Target entity description: The Louis Oosthuizen Junior Golf Academy is a youth golf training program established by South African major champion Louis Oosthuizen to develop and support promising young golfers.
  • A. Loretto Golf Academy
    Loretto Golf Academy is a specialist golf training and education center associated with Loretto School, known for developing young golfers’ skills alongside their academic studies.
  • B. Krugersdorp Golf Course
    Krugersdorp Golf Course is a golf facility located in Krugersdorp, South Africa, offering an 18-hole course and related amenities for golfers.
  • C. School of Golf
    School of Golf is an instructional television series on Golf Channel that focuses on teaching golf techniques, fundamentals, and strategies to players of all skill levels.
  • D. Durbanville Golf Club
    Durbanville Golf Club is a well-known 18-hole golf course and recreational club located in the suburb of Durbanville near Cape Town, South Africa.
  • E. Alyangula Golf Club
    Alyangula Golf Club is a remote golf course and social club located in the mining township of Alyangula on Groote Eylandt in Australia’s Northern Territory.
  • 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_69e245bf3e3c819086d3448720efc01b completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18dab3798819081b2b46a20751b2a completed April 29, 2026, 4:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c15b97b6881909cbc1afc68ea80b6 completed May 19, 2026, 7:48 a.m.
NEDg Description generation batch_6a0c175e246081909d6451f245ccfe66 completed May 19, 2026, 7:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0c1820a4d88190aed59f50b4e7ec47 completed May 19, 2026, 7:58 a.m.
Created at: April 17, 2026, 3:57 p.m.