Triple
T6555372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nelson Mandela Bay Metropolitan Municipality |
E152433
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
KwaNobuhle
KwaNobuhle is a large township in the Eastern Cape province of South Africa, situated within the Nelson Mandela Bay metropolitan area.
|
E604737
|
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: KwaNobuhle | Statement: [Nelson Mandela Bay Metropolitan Municipality, contains, KwaNobuhle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KwaNobuhle Context triple: [Nelson Mandela Bay Metropolitan Municipality, contains, KwaNobuhle]
-
A.
Nomzamo
Nomzamo is the given name of Winnie Madikizela-Mandela, the prominent South African anti-apartheid activist and politician.
-
B.
Noqaphi Nosekeni
Noqaphi Nosekeni was the maternal grandmother of Zindzi Mandela and a member of Nelson Mandela’s extended family.
-
C.
Dlamini
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
-
D.
Thamsanqa
Thamsanqa is a given name of Southern African origin, notably used as the middle name of Trevor Thamsanqa Tutu, the son of Archbishop Desmond Tutu.
-
E.
Thandiwe
Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
- 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: KwaNobuhle Triple: [Nelson Mandela Bay Metropolitan Municipality, contains, KwaNobuhle]
Generated description
KwaNobuhle is a large township in the Eastern Cape province of South Africa, situated within the Nelson Mandela Bay metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KwaNobuhle Target entity description: KwaNobuhle is a large township in the Eastern Cape province of South Africa, situated within the Nelson Mandela Bay metropolitan area.
-
A.
Nomzamo
Nomzamo is the given name of Winnie Madikizela-Mandela, the prominent South African anti-apartheid activist and politician.
-
B.
Noqaphi Nosekeni
Noqaphi Nosekeni was the maternal grandmother of Zindzi Mandela and a member of Nelson Mandela’s extended family.
-
C.
Dlamini
Dlamini is a common Southern African surname of Swazi origin, notably associated with the Swazi royal family and various prominent public figures.
-
D.
Thamsanqa
Thamsanqa is a given name of Southern African origin, notably used as the middle name of Trevor Thamsanqa Tutu, the son of Archbishop Desmond Tutu.
-
E.
Thandiwe
Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
- 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_69c688058d6881908c19b309cc55dbfa |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae1c07cc819089c297edad943a57 |
completed | March 27, 2026, 4:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d55707d081908104f08e1d59d603 |
completed | March 27, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69c6d67574cc8190acf20c1a598c32ee |
completed | March 27, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d84076d48190ada0903af49613de |
completed | March 27, 2026, 7:19 p.m. |
Created at: March 27, 2026, 1:51 p.m.