Triple

T2475782
Position Surface form Disambiguated ID Type / Status
Subject Zenani Mandela-Dlamini E55084 entity
Predicate educatedAt P5 FINISHED
Object Waterford Kamhlaba United World College of Southern Africa
Waterford Kamhlaba United World College of Southern Africa is an international, multicultural secondary school and United World College in Eswatini known for its progressive, anti-apartheid roots and emphasis on global citizenship.
 E270409 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: Waterford Kamhlaba United World College of Southern Africa | Statement: [Zenani Mandela-Dlamini, educatedAt, Waterford Kamhlaba United World College of Southern Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waterford Kamhlaba United World College of Southern Africa
Context triple: [Zenani Mandela-Dlamini, educatedAt, Waterford Kamhlaba United World College of Southern Africa]
  • A. Maritzburg College
    Maritzburg College is a historic all-boys public school in Pietermaritzburg, South Africa, renowned for its strong academic, sporting, and cultural traditions.
  • B. Nelson Mandela School of Science and Technology
    Nelson Mandela School of Science and Technology is a secondary school in Mvezo, South Africa, focused on providing advanced education in science and technology, named in honor of Nelson Mandela.
  • C. Kwaluseni Campus
    Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
  • D. Grey College, Bloemfontein
    Grey College, Bloemfontein is a prestigious and historic South African boys' school in Bloemfontein known for its strong academic, cultural, and sporting traditions.
  • E. Soshanguve Campus
    Soshanguve Campus is one of the main campuses of the Tshwane University of Technology, located in Soshanguve near Pretoria and serving primarily science, engineering, and technology students.
  • 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: Waterford Kamhlaba United World College of Southern Africa
Triple: [Zenani Mandela-Dlamini, educatedAt, Waterford Kamhlaba United World College of Southern Africa]
Generated description
Waterford Kamhlaba United World College of Southern Africa is an international, multicultural secondary school and United World College in Eswatini known for its progressive, anti-apartheid roots and emphasis on global citizenship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waterford Kamhlaba United World College of Southern Africa
Target entity description: Waterford Kamhlaba United World College of Southern Africa is an international, multicultural secondary school and United World College in Eswatini known for its progressive, anti-apartheid roots and emphasis on global citizenship.
  • A. Maritzburg College
    Maritzburg College is a historic all-boys public school in Pietermaritzburg, South Africa, renowned for its strong academic, sporting, and cultural traditions.
  • B. Nelson Mandela School of Science and Technology
    Nelson Mandela School of Science and Technology is a secondary school in Mvezo, South Africa, focused on providing advanced education in science and technology, named in honor of Nelson Mandela.
  • C. Kwaluseni Campus
    Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
  • D. Grey College, Bloemfontein
    Grey College, Bloemfontein is a prestigious and historic South African boys' school in Bloemfontein known for its strong academic, cultural, and sporting traditions.
  • E. Soshanguve Campus
    Soshanguve Campus is one of the main campuses of the Tshwane University of Technology, located in Soshanguve near Pretoria and serving primarily science, engineering, and technology students.
  • 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_69ab49e279e88190ab10d7248aea9d11 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd14c8c388190bbdc486ffed6899e completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17ab837881909bf8704acf9598e4 completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af1a8c7784819088be431513d60325 completed March 9, 2026, 7:07 p.m.
NED2 Entity disambiguation (via description) batch_69af1b10738881909b296ecd3ff53c1b completed March 9, 2026, 7:10 p.m.
Created at: March 6, 2026, 9:45 p.m.