Triple
T19104020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Durban area |
E467605
|
entity |
| Predicate | includesArea |
P1393
|
FINISHED |
| Object |
Kloof
Kloof is a leafy, affluent residential suburb and small town situated in the hills inland of Durban in South Africa’s KwaZulu-Natal province.
|
E1360126
|
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: Kloof | Statement: [Greater Durban area, includesArea, Kloof]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kloof Context triple: [Greater Durban area, includesArea, Kloof]
-
A.
Kriel
Kriel is a South African mining and power generation town in Mpumalanga province, known for its coal mines and proximity to major coal-fired power stations.
-
B.
Tulbagh
Tulbagh is a historic town in South Africa’s Western Cape, known for its Cape Dutch architecture and surrounding wine-producing valley.
-
C.
Langkloof
Langkloof is a fertile, elongated valley in South Africa known for its apple and pear orchards and scenic rural landscapes.
-
D.
Hartbeespoort
Hartbeespoort is a town and popular recreational area in North West Province, South Africa, known for its scenic setting around the Hartbeespoort Dam and views of the Magaliesberg mountains.
-
E.
Randfontein
Randfontein is a gold mining town in Gauteng, South Africa, situated west of Johannesburg on the West Rand.
- 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: Kloof Triple: [Greater Durban area, includesArea, Kloof]
Generated description
Kloof is a leafy, affluent residential suburb and small town situated in the hills inland of Durban in South Africa’s KwaZulu-Natal province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kloof Target entity description: Kloof is a leafy, affluent residential suburb and small town situated in the hills inland of Durban in South Africa’s KwaZulu-Natal province.
-
A.
Kriel
Kriel is a South African mining and power generation town in Mpumalanga province, known for its coal mines and proximity to major coal-fired power stations.
-
B.
Tulbagh
Tulbagh is a historic town in South Africa’s Western Cape, known for its Cape Dutch architecture and surrounding wine-producing valley.
-
C.
Langkloof
Langkloof is a fertile, elongated valley in South Africa known for its apple and pear orchards and scenic rural landscapes.
-
D.
Hartbeespoort
Hartbeespoort is a town and popular recreational area in North West Province, South Africa, known for its scenic setting around the Hartbeespoort Dam and views of the Magaliesberg mountains.
-
E.
Randfontein
Randfontein is a gold mining town in Gauteng, South Africa, situated west of Johannesburg on the West Rand.
- 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e36f84048190a62c52411eb55411 |
completed | April 20, 2026, 8:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05e66ba2f881909531985c2ff77771 |
completed | May 14, 2026, 3:12 p.m. |
| NEDg | Description generation | batch_6a05ea3d4aac819094716ec2bb45d231 |
completed | May 14, 2026, 3:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05eae3092481909dc2c55eb0e7fa57 |
completed | May 14, 2026, 3:31 p.m. |
Created at: April 10, 2026, 12:04 p.m.