Triple
T7164810
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Diepkloof |
E167038
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object | City of Johannesburg Council |
E97325
|
NE FINISHED |
How this triple was built (2 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: City of Johannesburg Council | Statement: [Diepkloof, governedBy, City of Johannesburg Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: City of Johannesburg Council Context triple: [Diepkloof, governedBy, City of Johannesburg Council]
-
A.
Ekurhuleni Metropolitan Municipality Council
The Ekurhuleni Metropolitan Municipality Council is the elected local government body responsible for administering and making policy decisions for the Ekurhuleni metropolitan area in Gauteng, South Africa.
-
B.
City of Cape Town Council
The City of Cape Town Council is the elected municipal legislature responsible for making bylaws, setting policy, and overseeing governance in South Africa’s City of Cape Town metropolitan area.
-
C.
City of Johannesburg Metropolitan Municipality
chosen
The City of Johannesburg Metropolitan Municipality is the local government authority responsible for administering and providing services to the greater Johannesburg metropolitan area in South Africa.
-
D.
Winnie Madikizela-Mandela Local Municipality
Winnie Madikizela-Mandela Local Municipality is a local government area in the Eastern Cape province of South Africa, named in honor of anti-apartheid activist Winnie Madikizela-Mandela and centered around the town of Bizana.
-
E.
Nelson Mandela Bay Metropolitan Municipality
Nelson Mandela Bay Metropolitan Municipality is a major metropolitan area in South Africa’s Eastern Cape that encompasses the city of Gqeberha (formerly Port Elizabeth) and surrounding towns and townships.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68888c10c819095e0383020225758 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e83168a08190937ff46797d94f3e |
completed | March 27, 2026, 8:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7adcc145c8190ba65831ed891a225 |
completed | March 28, 2026, 10:30 a.m. |
Created at: March 27, 2026, 2:47 p.m.