Triple

T17873509
Position Surface form Disambiguated ID Type / Status
Subject Andrea Schermoly E446891 entity
Predicate trainedAt P2858 FINISHED
Object National School of the Arts Johannesburg
The National School of the Arts Johannesburg is a specialized South African high school that combines rigorous academic education with intensive training in the performing and visual arts.
 E1292949 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: National School of the Arts Johannesburg | Statement: [Andrea Schermoly, trainedAt, National School of the Arts Johannesburg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National School of the Arts Johannesburg
Context triple: [Andrea Schermoly, trainedAt, National School of the Arts Johannesburg]
  • A. Johannesburg Art Foundation
    Johannesburg Art Foundation was an influential independent art school and cultural center in Johannesburg, South Africa, known for nurturing prominent artists such as William Kentridge and fostering non-racial art education during the late apartheid era.
  • B. Witwatersrand Technical Art School
    Witwatersrand Technical Art School was an art education institution in Johannesburg, South Africa, known for training influential South African artists in the mid-20th century.
  • C. International School of Art & Design
    The International School of Art & Design is an art and design institution formerly affiliated with Finlandia University, offering creative programs in visual arts and related disciplines.
  • D. Centro de Educación Artística
    Centro de Educación Artística is a renowned Mexican performing arts school run by Televisa that trains actors, singers, and other entertainment professionals for film and television.
  • E. School of the Arts
    The School of the Arts is an academic division of York St John University that focuses on creative and performing arts education and research.
  • 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: National School of the Arts Johannesburg
Triple: [Andrea Schermoly, trainedAt, National School of the Arts Johannesburg]
Generated description
The National School of the Arts Johannesburg is a specialized South African high school that combines rigorous academic education with intensive training in the performing and visual arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National School of the Arts Johannesburg
Target entity description: The National School of the Arts Johannesburg is a specialized South African high school that combines rigorous academic education with intensive training in the performing and visual arts.
  • A. Johannesburg Art Foundation
    Johannesburg Art Foundation was an influential independent art school and cultural center in Johannesburg, South Africa, known for nurturing prominent artists such as William Kentridge and fostering non-racial art education during the late apartheid era.
  • B. Witwatersrand Technical Art School
    Witwatersrand Technical Art School was an art education institution in Johannesburg, South Africa, known for training influential South African artists in the mid-20th century.
  • C. International School of Art & Design
    The International School of Art & Design is an art and design institution formerly affiliated with Finlandia University, offering creative programs in visual arts and related disciplines.
  • D. Centro de Educación Artística
    Centro de Educación Artística is a renowned Mexican performing arts school run by Televisa that trains actors, singers, and other entertainment professionals for film and television.
  • E. School of the Arts
    The School of the Arts is an academic division of York St John University that focuses on creative and performing arts education and research.
  • 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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49aa4959881908774dafb7be99191 completed April 19, 2026, 9:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d008f8819085d7e477c63041f3 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a03147584c08190b0018c42985b56b9 completed May 12, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0314e48ac08190bb1b422e88f8dbc9 completed May 12, 2026, 11:54 a.m.
Created at: April 10, 2026, 10:18 a.m.