Triple
T16068014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyota Motor Manufacturing South Africa |
E389782
|
entity |
| Predicate | location |
P40
|
FINISHED |
| Object |
Prospecton, Durban, KwaZulu-Natal, South Africa
Prospecton is an industrial suburb of Durban in KwaZulu-Natal, South Africa, known as a major automotive manufacturing hub.
|
E1193321
|
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: Prospecton, Durban, KwaZulu-Natal, South Africa | Statement: [Toyota Motor Manufacturing South Africa, location, Prospecton, Durban, KwaZulu-Natal, South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prospecton, Durban, KwaZulu-Natal, South Africa Context triple: [Toyota Motor Manufacturing South Africa, location, Prospecton, Durban, KwaZulu-Natal, South Africa]
-
A.
Mahlabathini, Natal, South Africa
Mahlabathini, in the former Natal province of South Africa, is a rural town historically significant as the birthplace and political base of Zulu leader Mangosuthu Buthelezi.
-
B.
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.
-
C.
Sandton, Johannesburg, South Africa
Sandton, Johannesburg, South Africa is an affluent commercial and financial district often regarded as the country’s primary business hub and home to many major corporations and financial institutions.
-
D.
New Brighton, Port Elizabeth, South Africa
New Brighton in Port Elizabeth, South Africa, is a historically significant Black township known for its role in the anti-apartheid struggle and its rich cultural and political heritage.
-
E.
Wynberg, Johannesburg
Wynberg is a residential suburb in the northern part of Johannesburg, South Africa, situated near several historically significant townships and major urban transport routes.
- 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: Prospecton, Durban, KwaZulu-Natal, South Africa Triple: [Toyota Motor Manufacturing South Africa, location, Prospecton, Durban, KwaZulu-Natal, South Africa]
Generated description
Prospecton is an industrial suburb of Durban in KwaZulu-Natal, South Africa, known as a major automotive manufacturing hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prospecton, Durban, KwaZulu-Natal, South Africa Target entity description: Prospecton is an industrial suburb of Durban in KwaZulu-Natal, South Africa, known as a major automotive manufacturing hub.
-
A.
Mahlabathini, Natal, South Africa
Mahlabathini, in the former Natal province of South Africa, is a rural town historically significant as the birthplace and political base of Zulu leader Mangosuthu Buthelezi.
-
B.
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.
-
C.
Sandton, Johannesburg, South Africa
Sandton, Johannesburg, South Africa is an affluent commercial and financial district often regarded as the country’s primary business hub and home to many major corporations and financial institutions.
-
D.
New Brighton, Port Elizabeth, South Africa
New Brighton in Port Elizabeth, South Africa, is a historically significant Black township known for its role in the anti-apartheid struggle and its rich cultural and political heritage.
-
E.
Wynberg, Johannesburg
Wynberg is a residential suburb in the northern part of Johannesburg, South Africa, situated near several historically significant townships and major urban transport routes.
- 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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183baf29481908e5c66879e125363 |
completed | April 17, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe480d59c8190962ac596a872b5e0 |
completed | May 10, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ffe6ee34788190942ef1d3bb805f78 |
completed | May 10, 2026, 2:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe7d127848190bbd79a8b94a49f93 |
completed | May 10, 2026, 2:05 a.m. |
Created at: April 10, 2026, 4:57 a.m.