Triple
T15806592
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Diep River |
E383231
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Cape Flats area |
E67345
|
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: Cape Flats area | Statement: [Diep River, region, Cape Flats area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cape Flats area Context triple: [Diep River, region, Cape Flats area]
-
A.
Cape Flats township belt
The Cape Flats township belt is a vast, low-lying urban area on the outskirts of Cape Town known for its dense townships, socio-economic challenges, and rich, diverse communities shaped by apartheid-era forced removals.
-
B.
Cape Flats
chosen
The Cape Flats is a low-lying, sandy plain on the outskirts of Cape Town, South Africa, known for its dense townships, socio-economic challenges, and cultural diversity.
-
C.
Mitchells Plain
Mitchells Plain is a large, predominantly residential township in Cape Town, South Africa, known for its dense population, socio-economic challenges, and vibrant community life.
-
D.
Southern Suburbs of Cape Town
The Southern Suburbs of Cape Town is a largely residential region south of the city center, known for its leafy neighborhoods, universities, and mix of affluent and historically significant communities.
-
E.
Northern Suburbs of Cape Town
The Northern Suburbs of Cape Town is a largely residential and commercial region north of the city center, known for its Afrikaans-speaking communities, shopping hubs, and access to major transport routes.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b52751348190964e82463ce9dd20 |
completed | April 16, 2026, 10:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa12f92e48190bc2886f4070cfc70 |
completed | May 9, 2026, 9:03 p.m. |
Created at: April 10, 2026, 4:48 a.m.