Triple
T7662556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Medical School Campus |
E173542
|
entity |
| Predicate | associatedWithHospital |
P2227
|
FINISHED |
| Object |
Charlotte Maxeke Johannesburg Academic Hospital
Charlotte Maxeke Johannesburg Academic Hospital is a major public tertiary and teaching hospital in Johannesburg, South Africa, affiliated with the University of the Witwatersrand and known for providing specialized and academic medical services.
|
E680037
|
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: Charlotte Maxeke Johannesburg Academic Hospital | Statement: [Medical School Campus, associatedWithHospital, Charlotte Maxeke Johannesburg Academic Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charlotte Maxeke Johannesburg Academic Hospital Context triple: [Medical School Campus, associatedWithHospital, Charlotte Maxeke Johannesburg Academic Hospital]
-
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: Charlotte Maxeke Johannesburg Academic Hospital Triple: [Medical School Campus, associatedWithHospital, Charlotte Maxeke Johannesburg Academic Hospital]
Generated description
Charlotte Maxeke Johannesburg Academic Hospital is a major public tertiary and teaching hospital in Johannesburg, South Africa, affiliated with the University of the Witwatersrand and known for providing specialized and academic medical services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charlotte Maxeke Johannesburg Academic Hospital Target entity description: Charlotte Maxeke Johannesburg Academic Hospital is a major public tertiary and teaching hospital in Johannesburg, South Africa, affiliated with the University of the Witwatersrand and known for providing specialized and academic medical services.
-
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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701a74a2c81909f78ab2de7ce807c |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b1aaef081908d1d181ea7c28c2f |
completed | March 29, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69c89e177fd08190a6f3a70cf32365d9 |
completed | March 29, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89e7328f4819088651b60e7af457d |
completed | March 29, 2026, 3:37 a.m. |
Created at: March 27, 2026, 3:59 p.m.