Triple
T4523776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kader Asmal |
E103327
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Stanger, Natal, South Africa
Stanger, Natal, South Africa (now known as KwaDukuza) is a town on the KwaZulu-Natal North Coast notable as a regional commercial center with historical significance in South African politics and Indian-South African heritage.
|
E449621
|
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: Stanger, Natal, South Africa | Statement: [Kader Asmal, placeOfBirth, Stanger, Natal, South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanger, Natal, South Africa Context triple: [Kader Asmal, placeOfBirth, Stanger, Natal, South Africa]
-
A.
Natal, South Africa
Natal, South Africa was a former British colony and later a province on the country’s eastern coast, centered around the port city of Durban and known for its diverse population and sugarcane agriculture.
-
B.
Chieveley, Natal, South Africa
Chieveley, Natal, South Africa, is a rural locality in the KwaZulu-Natal province historically noted for its role in the Second Boer War.
-
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.
Mbuzini, South Africa
Mbuzini, South Africa is a rural village near the border with Mozambique best known as the site of the 1986 plane crash that killed Mozambican president Samora Machel.
-
E.
Bothasig
Bothasig is a residential suburb in the northern part of Cape Town, South Africa.
- 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: Stanger, Natal, South Africa Triple: [Kader Asmal, placeOfBirth, Stanger, Natal, South Africa]
Generated description
Stanger, Natal, South Africa (now known as KwaDukuza) is a town on the KwaZulu-Natal North Coast notable as a regional commercial center with historical significance in South African politics and Indian-South African heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanger, Natal, South Africa Target entity description: Stanger, Natal, South Africa (now known as KwaDukuza) is a town on the KwaZulu-Natal North Coast notable as a regional commercial center with historical significance in South African politics and Indian-South African heritage.
-
A.
Natal, South Africa
Natal, South Africa was a former British colony and later a province on the country’s eastern coast, centered around the port city of Durban and known for its diverse population and sugarcane agriculture.
-
B.
Chieveley, Natal, South Africa
Chieveley, Natal, South Africa, is a rural locality in the KwaZulu-Natal province historically noted for its role in the Second Boer War.
-
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.
Mbuzini, South Africa
Mbuzini, South Africa is a rural village near the border with Mozambique best known as the site of the 1986 plane crash that killed Mozambican president Samora Machel.
-
E.
Bothasig
Bothasig is a residential suburb in the northern part of Cape Town, South Africa.
- 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_69bd43dba59881908cf59b31df8c7ae1 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5773341c8190bf27745feb863575 |
completed | March 20, 2026, 2:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bda440e104819095d84fcd183c7a44 |
completed | March 20, 2026, 7:47 p.m. |
| NEDg | Description generation | batch_69bda540ce648190b23b7408152465eb |
completed | March 20, 2026, 7:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bda5a33cd48190994a6260c4e35589 |
completed | March 20, 2026, 7:53 p.m. |
Created at: March 20, 2026, 1:03 p.m.