Triple

T9928042
Position Surface form Disambiguated ID Type / Status
Subject Tuks E187971 entity
Predicate hasRelatedTerm P37 FINISHED
Object TuksRag
TuksRag is a student-run charitable and social outreach organization associated with the University of Pretoria (Tuks) in South Africa.
 E187971 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: TuksRag | Statement: [Tuks, hasRelatedTerm, TuksRag]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TuksRag
Context triple: [Tuks, hasRelatedTerm, TuksRag]
  • A. Tuks
    Tuks is a major South African university sports and cultural nickname referring to the University of Pretoria.
  • B. Rand Afrikaans University
    Rand Afrikaans University was a former South African university in Johannesburg known for serving primarily Afrikaans-speaking students before later being incorporated into the University of Johannesburg.
  • C. NWU
    NWU is the commonly used abbreviation for Northwest University, a comprehensive public research university located in Xi'an, Shaanxi Province, China.
  • D. Walter Sisulu University
    Walter Sisulu University is a South African public university named after anti-apartheid activist Walter Sisulu, serving the Eastern Cape region through multiple campuses and a focus on community-oriented education.
  • E. Council of the University of Pretoria
    The Council of the University of Pretoria is the institution’s highest governing body, responsible for overall strategic direction, policy, and oversight of the university’s affairs.
  • 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: TuksRag
Triple: [Tuks, hasRelatedTerm, TuksRag]
Generated description
TuksRag is a student-run charitable and social outreach organization associated with the University of Pretoria (Tuks) in South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TuksRag
Target entity description: TuksRag is a student-run charitable and social outreach organization associated with the University of Pretoria (Tuks) in South Africa.
  • A. Tuks chosen
    Tuks is a major South African university sports and cultural nickname referring to the University of Pretoria.
  • B. Rand Afrikaans University
    Rand Afrikaans University was a former South African university in Johannesburg known for serving primarily Afrikaans-speaking students before later being incorporated into the University of Johannesburg.
  • C. NWU
    NWU is the commonly used abbreviation for Northwest University, a comprehensive public research university located in Xi'an, Shaanxi Province, China.
  • D. Walter Sisulu University
    Walter Sisulu University is a South African public university named after anti-apartheid activist Walter Sisulu, serving the Eastern Cape region through multiple campuses and a focus on community-oriented education.
  • E. Council of the University of Pretoria
    The Council of the University of Pretoria is the institution’s highest governing body, responsible for overall strategic direction, policy, and oversight of the university’s affairs.
  • F. None of above.

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_69ca82b22a688190b52c75bd48429c10 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb59d7ad08190982a1584547190bd completed April 2, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d20e1eace88190a591cbab02153869 completed April 5, 2026, 7:24 a.m.
NEDg Description generation batch_69d20ed2dea481909fd9a9dddac3daf1 completed April 5, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69d20fef723881909d8d57548461926f completed April 5, 2026, 7:31 a.m.
Created at: March 30, 2026, 8:43 p.m.