Triple

T8162083
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Health Sciences, University of Pretoria E190598 entity
Predicate affiliatedWith P254 FINISHED
Object Steve Biko Academic Hospital
Steve Biko Academic Hospital is a major public teaching and referral hospital in Pretoria, South Africa, known for providing specialized tertiary healthcare and clinical training.
 E717175 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: Steve Biko Academic Hospital | Statement: [Faculty of Health Sciences, University of Pretoria, affiliatedWith, Steve Biko Academic Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Steve Biko Academic Hospital
Context triple: [Faculty of Health Sciences, University of Pretoria, affiliatedWith, Steve Biko Academic Hospital]
  • A. Nelson Mandela Academic Hospital
    Nelson Mandela Academic Hospital is a major tertiary teaching and referral hospital in Mthatha, South Africa, named in honor of former President Nelson Mandela.
  • B. Chris Hani Baragwanath Hospital
    Chris Hani Baragwanath Hospital is one of the largest hospitals in the world and a major public teaching hospital located in Soweto, South Africa.
  • C. Mabalako General Reference Hospital
    Mabalako General Reference Hospital is a key referral hospital in the Mabalako Health Zone of the Democratic Republic of the Congo, known for serving as a major treatment center during Ebola outbreaks.
  • D. Nelson R. Mandela School of Medicine Campus
    Nelson R. Mandela School of Medicine Campus is the medical education and research campus of the University of KwaZulu-Natal, named in honor of South African anti-apartheid leader Nelson Mandela.
  • E. Helen Joseph Hospital
    Helen Joseph Hospital is a major public teaching hospital in Johannesburg, South Africa, providing a wide range of tertiary healthcare services and clinical training.
  • 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: Steve Biko Academic Hospital
Triple: [Faculty of Health Sciences, University of Pretoria, affiliatedWith, Steve Biko Academic Hospital]
Generated description
Steve Biko Academic Hospital is a major public teaching and referral hospital in Pretoria, South Africa, known for providing specialized tertiary healthcare and clinical training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Steve Biko Academic Hospital
Target entity description: Steve Biko Academic Hospital is a major public teaching and referral hospital in Pretoria, South Africa, known for providing specialized tertiary healthcare and clinical training.
  • A. Nelson Mandela Academic Hospital
    Nelson Mandela Academic Hospital is a major tertiary teaching and referral hospital in Mthatha, South Africa, named in honor of former President Nelson Mandela.
  • B. Chris Hani Baragwanath Hospital
    Chris Hani Baragwanath Hospital is one of the largest hospitals in the world and a major public teaching hospital located in Soweto, South Africa.
  • C. Mabalako General Reference Hospital
    Mabalako General Reference Hospital is a key referral hospital in the Mabalako Health Zone of the Democratic Republic of the Congo, known for serving as a major treatment center during Ebola outbreaks.
  • D. Nelson R. Mandela School of Medicine Campus
    Nelson R. Mandela School of Medicine Campus is the medical education and research campus of the University of KwaZulu-Natal, named in honor of South African anti-apartheid leader Nelson Mandela.
  • E. Helen Joseph Hospital
    Helen Joseph Hospital is a major public teaching hospital in Johannesburg, South Africa, providing a wide range of tertiary healthcare services and clinical training.
  • 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_69ca82c0ef14819083713f4473dd847c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4556b45c819089eb15ad027b036a completed March 31, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf35000c8190ba78f69b7b1290e8 completed April 1, 2026, 6:46 a.m.
NEDg Description generation batch_69ccc311d4e8819080f4aeef8ee7dc3b completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd81bebf8819081b3c4efa5a9ef93 completed April 1, 2026, 8:32 a.m.
Created at: March 30, 2026, 5:38 p.m.