Triple
T22353562
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Umhlanga |
E552593
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Umhlanga Promenade
Umhlanga Promenade is a popular coastal walkway in Umhlanga, South Africa, known for its scenic ocean views, beach access, and proximity to restaurants and hotels.
|
E1532011
|
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: Umhlanga Promenade | Statement: [Umhlanga, hasAttraction, Umhlanga Promenade]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umhlanga Promenade Context triple: [Umhlanga, hasAttraction, Umhlanga Promenade]
-
A.
Vaal Mall
Vaal Mall is a major regional shopping center in Vanderbijlpark, South Africa, offering a wide range of retail stores, dining options, and entertainment facilities.
-
B.
Randburg Square
Randburg Square is a popular shopping centre in Randburg, South Africa, featuring a variety of retail stores, services, and dining options for local shoppers.
-
C.
Walter Sisulu Square
Walter Sisulu Square is a historic public square and heritage site in Soweto, South Africa, known as the location where the Freedom Charter was adopted and as a symbol of the anti-apartheid struggle.
-
D.
Nelson Mandela Square
Nelson Mandela Square is a popular public plaza and shopping destination in Sandton, Johannesburg, known for its restaurants, retail outlets, and prominent statue of Nelson Mandela.
-
E.
Place de Soweto
Place de Soweto is a public square in central Dakar, Senegal, named in solidarity with the South African township of Soweto and often associated with political and historical commemoration.
- 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: Umhlanga Promenade Triple: [Umhlanga, hasAttraction, Umhlanga Promenade]
Generated description
Umhlanga Promenade is a popular coastal walkway in Umhlanga, South Africa, known for its scenic ocean views, beach access, and proximity to restaurants and hotels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Umhlanga Promenade Target entity description: Umhlanga Promenade is a popular coastal walkway in Umhlanga, South Africa, known for its scenic ocean views, beach access, and proximity to restaurants and hotels.
-
A.
Vaal Mall
Vaal Mall is a major regional shopping center in Vanderbijlpark, South Africa, offering a wide range of retail stores, dining options, and entertainment facilities.
-
B.
Randburg Square
Randburg Square is a popular shopping centre in Randburg, South Africa, featuring a variety of retail stores, services, and dining options for local shoppers.
-
C.
Walter Sisulu Square
Walter Sisulu Square is a historic public square and heritage site in Soweto, South Africa, known as the location where the Freedom Charter was adopted and as a symbol of the anti-apartheid struggle.
-
D.
Nelson Mandela Square
Nelson Mandela Square is a popular public plaza and shopping destination in Sandton, Johannesburg, known for its restaurants, retail outlets, and prominent statue of Nelson Mandela.
-
E.
Place de Soweto
Place de Soweto is a public square in central Dakar, Senegal, named in solidarity with the South African township of Soweto and often associated with political and historical commemoration.
- 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_69e11e4a0ad08190a385b4d343cf6524 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f157cd934c8190b9d60805e24ae6a6 |
completed | April 29, 2026, 12:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae05c2bd4819086f51f6cb64f59c4 |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae1285bc88190a0d4eb0672f562ff |
completed | May 18, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae1913ccc8190b6ad98b8df636153 |
completed | May 18, 2026, 9:53 a.m. |
Created at: April 16, 2026, 8:44 p.m.