Triple
T5849180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Cape Town metropolitan municipality |
E129985
|
entity |
| Predicate | administers |
P123
|
FINISHED |
| Object | Gugulethu |
E337550
|
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: Gugulethu | Statement: [City of Cape Town metropolitan municipality, administers, Gugulethu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gugulethu Context triple: [City of Cape Town metropolitan municipality, administers, Gugulethu]
-
A.
Gugulethu
chosen
Gugulethu is a predominantly Black African township in Cape Town, South Africa, known for its vibrant culture and history of anti-apartheid activism.
-
B.
Thandiwe
Thandiwe is a feminine given name of African origin, notably borne by British-Zimbabwean actress Thandiwe Newton.
-
C.
Mpho
Mpho is a South African cleric, author, and activist, known as the daughter of Archbishop Desmond Tutu and for her work on social justice and LGBTQ+ inclusion within the Anglican Church.
-
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.
Maphelane
Maphelane is a coastal nature reserve in South Africa known for its high vegetated dunes, rich birdlife, and diverse estuarine and marine habitats within the iSimangaliso Wetland Park.
- 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_69c0084de39081909eb34e6bed74215a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c035145a0c8190941945a83a3f2416 |
completed | March 22, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1b052288190ace51e65f1d888ab |
completed | March 23, 2026, 2:13 a.m. |
Created at: March 22, 2026, 3:55 p.m.