Triple
T23365647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milpark |
E593311
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object | Netcare Milpark Hospital |
—
|
NE NERFINISHED |
How this triple was built (3 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: Netcare Milpark Hospital | Statement: [Milpark, near, Netcare Milpark Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Netcare Milpark Hospital Context triple: [Milpark, near, Netcare Milpark Hospital]
-
A.
Mitchells Plain District Hospital
Mitchells Plain District Hospital is a public healthcare facility in Mitchells Plain, Cape Town, providing district-level medical services to the surrounding community.
-
B.
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.
-
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.
Dr George Mukhari Academic Hospital
Dr George Mukhari Academic Hospital is a major public teaching and referral hospital in South Africa that provides specialized medical services and clinical training in partnership with a medical university.
-
E.
Tygerberg Hospital
Tygerberg Hospital is a major public teaching and referral hospital in Cape Town, South Africa, affiliated with Stellenbosch University’s Faculty of Medicine and Health Sciences.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Netcare Milpark Hospital Target entity description: Netcare Milpark Hospital is a major private healthcare facility in Johannesburg, South Africa, known for its advanced trauma and critical care services.
-
A.
Mitchells Plain District Hospital
Mitchells Plain District Hospital is a public healthcare facility in Mitchells Plain, Cape Town, providing district-level medical services to the surrounding community.
-
B.
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.
-
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.
Dr George Mukhari Academic Hospital
Dr George Mukhari Academic Hospital is a major public teaching and referral hospital in South Africa that provides specialized medical services and clinical training in partnership with a medical university.
-
E.
Tygerberg Hospital
Tygerberg Hospital is a major public teaching and referral hospital in Cape Town, South Africa, affiliated with Stellenbosch University’s Faculty of Medicine and Health Sciences.
- F. None of above. chosen
Provenance (2 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_69e25d2593c88190bcdf4a716a94ccb2 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a0ab7fc481908b496ec9b543eddd |
completed | April 29, 2026, 6:09 a.m. |
Created at: April 17, 2026, 5:31 p.m.