Triple

T3844946
Position Surface form Disambiguated ID Type / Status
Subject Mthatha E93546 entity
Predicate hasUniversityCampus P4623 FINISHED
Object 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.
 E394942 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: Walter Sisulu University | Statement: [Mthatha, hasUniversityCampus, Walter Sisulu University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walter Sisulu University
Context triple: [Mthatha, hasUniversityCampus, Walter Sisulu University]
  • A. Sol Plaatje University
    Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
  • B. University of Fort Hare
    The University of Fort Hare is a historically significant South African institution renowned for educating many prominent African leaders, including Nelson Mandela.
  • C. University of Johannesburg
    The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
  • D. University of KwaZulu-Natal
    The University of KwaZulu-Natal is a major South African public research university formed through a merger in 2004, known for its diverse campuses, strong science and health programs, and focus on African scholarship.
  • E. University of the Western Cape
    The University of the Western Cape is a public research university in Bellville, near Cape Town, South Africa, known for its role in the anti-apartheid movement and its focus on social justice and community engagement.
  • 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: Walter Sisulu University
Triple: [Mthatha, hasUniversityCampus, Walter Sisulu University]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walter Sisulu University
Target entity description: 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.
  • A. Sol Plaatje University
    Sol Plaatje University is a public university in Kimberley, South Africa, named after the writer and activist Sol Plaatje and known for its focus on heritage, education, and rural development.
  • B. University of Fort Hare
    The University of Fort Hare is a historically significant South African institution renowned for educating many prominent African leaders, including Nelson Mandela.
  • C. University of Johannesburg
    The University of Johannesburg is a major South African public university known for its diverse academic programs and strong research output, located in the city of Johannesburg.
  • D. University of KwaZulu-Natal
    The University of KwaZulu-Natal is a major South African public research university formed through a merger in 2004, known for its diverse campuses, strong science and health programs, and focus on African scholarship.
  • E. University of the Western Cape
    The University of the Western Cape is a public research university in Bellville, near Cape Town, South Africa, known for its role in the anti-apartheid movement and its focus on social justice and community engagement.
  • 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_69aed96ce578819084ab16e3439976c9 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeebb655c081909ec5ff3d09eb4778 completed March 9, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5122ba6a4819099986e50f42f2a92 completed March 14, 2026, 7:45 a.m.
NEDg Description generation batch_69b5129946508190860e12a8f90eb5ee completed March 14, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69b513481c308190849e66bbd9caf57c completed March 14, 2026, 7:50 a.m.
Created at: March 9, 2026, 3:18 p.m.