Triple
T12273255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brenda Fassie |
E292522
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Langa, Cape Town, South Africa
Langa, Cape Town, South Africa is one of Cape Town’s oldest townships, historically significant as a center of Black urban life and culture during and after apartheid.
|
E974730
|
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: Langa, Cape Town, South Africa | Statement: [Brenda Fassie, placeOfBirth, Langa, Cape Town, South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langa, Cape Town, South Africa Context triple: [Brenda Fassie, placeOfBirth, Langa, Cape Town, South Africa]
-
A.
Newlands, Cape Town
Newlands, Cape Town is a leafy, affluent suburb at the foot of Table Mountain known for its historic sports venues, including major rugby and cricket grounds, and its lush, rain-rich environment.
-
B.
Arcadia, Pretoria
Arcadia, Pretoria is a historic inner-city suburb of South Africa’s administrative capital, known for its diplomatic missions, cultural institutions, and proximity to key government landmarks.
-
C.
Nasrec, Johannesburg
Nasrec is a suburb in the south of Johannesburg, South Africa, best known for housing major sports and events facilities, including the FNB Stadium.
-
D.
Germiston, South Africa
Germiston, South Africa is an industrial city in the East Rand region of Gauteng, historically known for its gold mining and manufacturing sectors.
-
E.
Illovo, Johannesburg
Illovo, Johannesburg is an upmarket suburb in northern Johannesburg, South Africa, known for its mix of residential, commercial, and leisure spaces, including prominent sports and entertainment venues.
- 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: Langa, Cape Town, South Africa Triple: [Brenda Fassie, placeOfBirth, Langa, Cape Town, South Africa]
Generated description
Langa, Cape Town, South Africa is one of Cape Town’s oldest townships, historically significant as a center of Black urban life and culture during and after apartheid.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langa, Cape Town, South Africa Target entity description: Langa, Cape Town, South Africa is one of Cape Town’s oldest townships, historically significant as a center of Black urban life and culture during and after apartheid.
-
A.
Newlands, Cape Town
Newlands, Cape Town is a leafy, affluent suburb at the foot of Table Mountain known for its historic sports venues, including major rugby and cricket grounds, and its lush, rain-rich environment.
-
B.
Arcadia, Pretoria
Arcadia, Pretoria is a historic inner-city suburb of South Africa’s administrative capital, known for its diplomatic missions, cultural institutions, and proximity to key government landmarks.
-
C.
Nasrec, Johannesburg
Nasrec is a suburb in the south of Johannesburg, South Africa, best known for housing major sports and events facilities, including the FNB Stadium.
-
D.
Germiston, South Africa
Germiston, South Africa is an industrial city in the East Rand region of Gauteng, historically known for its gold mining and manufacturing sectors.
-
E.
Illovo, Johannesburg
Illovo, Johannesburg is an upmarket suburb in northern Johannesburg, South Africa, known for its mix of residential, commercial, and leisure spaces, including prominent sports and entertainment venues.
- 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_69d6ab6856488190b5d31178d5015f8e |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91cee7158819093fff74db6867896 |
completed | April 10, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e6b50a48190b1beabd149d5830f |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f9386548190a749445a404db3a2 |
completed | May 2, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6207f164c8190b663a50ee3c761d6 |
completed | May 2, 2026, 4:04 p.m. |
Created at: April 8, 2026, 9:52 p.m.