Triple
T6974166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bellville, Western Cape, South Africa |
E161673
|
entity |
| Predicate | hasHospital |
P105
|
FINISHED |
| Object |
Mediclinic Louis Leipoldt
Mediclinic Louis Leipoldt is a private hospital in Bellville in South Africa’s Western Cape, providing a range of acute medical and surgical services as part of the Mediclinic healthcare group.
|
E633637
|
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: Mediclinic Louis Leipoldt | Statement: [Bellville, Western Cape, South Africa, hasHospital, Mediclinic Louis Leipoldt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mediclinic Louis Leipoldt Context triple: [Bellville, Western Cape, South Africa, hasHospital, Mediclinic Louis Leipoldt]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Yusuf Dadoo Hospital in Krugersdorp
Yusuf Dadoo Hospital in Krugersdorp is a public healthcare facility in South Africa named in honor of anti-apartheid activist and physician Dr. Yusuf Dadoo.
-
E.
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.
- 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: Mediclinic Louis Leipoldt Triple: [Bellville, Western Cape, South Africa, hasHospital, Mediclinic Louis Leipoldt]
Generated description
Mediclinic Louis Leipoldt is a private hospital in Bellville in South Africa’s Western Cape, providing a range of acute medical and surgical services as part of the Mediclinic healthcare group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mediclinic Louis Leipoldt Target entity description: Mediclinic Louis Leipoldt is a private hospital in Bellville in South Africa’s Western Cape, providing a range of acute medical and surgical services as part of the Mediclinic healthcare group.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Yusuf Dadoo Hospital in Krugersdorp
Yusuf Dadoo Hospital in Krugersdorp is a public healthcare facility in South Africa named in honor of anti-apartheid activist and physician Dr. Yusuf Dadoo.
-
E.
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.
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3bda908190a10a91dc8d043ef1 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761a6bbdc81908c96871f151db279 |
completed | March 28, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69c7639074f48190bc095f18fc35c08b |
completed | March 28, 2026, 5:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76435fd2c819099143ea12f21d095 |
completed | March 28, 2026, 5:16 a.m. |
Created at: March 27, 2026, 2:30 p.m.