Triple
T22477557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durbanville |
E555672
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Durbanville Hills
Durbanville Hills is an affluent residential suburb in the northern outskirts of Cape Town, South Africa, known for its scenic views and proximity to the Durbanville wine region.
|
E555672
|
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: Durbanville Hills | Statement: [Durbanville, hasNeighbourhood, Durbanville Hills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Durbanville Hills Context triple: [Durbanville, hasNeighbourhood, Durbanville Hills]
-
A.
Constantia Kloof
Constantia Kloof is a residential suburb in Roodepoort, Johannesburg, known for its hilly terrain, views, and proximity to major commercial and transport routes.
-
B.
Paarl Valley
Paarl Valley is a scenic wine-producing region in South Africa’s Western Cape, known for its vineyards, historic towns, and dramatic mountain backdrop.
-
C.
Durbanville
Durbanville is a suburban town in the northern outskirts of Cape Town, South Africa, known for its wine estates and residential character.
-
D.
Roodepoort
Roodepoort is a suburban city on the western side of Johannesburg in South Africa, known for its residential areas, shopping centers, and proximity to the Witwatersrand hills.
-
E.
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.
- 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: Durbanville Hills Triple: [Durbanville, hasNeighbourhood, Durbanville Hills]
Generated description
Durbanville Hills is an affluent residential suburb in the northern outskirts of Cape Town, South Africa, known for its scenic views and proximity to the Durbanville wine region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Durbanville Hills Target entity description: Durbanville Hills is an affluent residential suburb in the northern outskirts of Cape Town, South Africa, known for its scenic views and proximity to the Durbanville wine region.
-
A.
Constantia Kloof
Constantia Kloof is a residential suburb in Roodepoort, Johannesburg, known for its hilly terrain, views, and proximity to major commercial and transport routes.
-
B.
Paarl Valley
Paarl Valley is a scenic wine-producing region in South Africa’s Western Cape, known for its vineyards, historic towns, and dramatic mountain backdrop.
-
C.
Durbanville
chosen
Durbanville is a suburban town in the northern outskirts of Cape Town, South Africa, known for its wine estates and residential character.
-
D.
Roodepoort
Roodepoort is a suburban city on the western side of Johannesburg in South Africa, known for its residential areas, shopping centers, and proximity to the Witwatersrand hills.
-
E.
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.
- F. None of above.
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_69e11e52c2048190952dc5df209b9bed |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15be58ed08190b88706a7cb85616b |
completed | April 29, 2026, 1:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b125fc0a881908c72c3d711604997 |
completed | May 18, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_6a0b13dbe2708190b089b2ffb179231e |
completed | May 18, 2026, 1:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b1462413c819086c2de0e62b2648a |
completed | May 18, 2026, 1:30 p.m. |
Created at: April 16, 2026, 8:49 p.m.