Triple
T2596290
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vanderbijlpark |
E58237
|
entity |
| Predicate | hasShoppingCentre |
P4285
|
FINISHED |
| Object |
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.
|
E281833
|
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: Vaal Mall | Statement: [Vanderbijlpark, hasShoppingCentre, Vaal Mall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vaal Mall Context triple: [Vanderbijlpark, hasShoppingCentre, Vaal Mall]
-
A.
Loftus Versfeld Park
Loftus Versfeld Park was the earlier name of the historic rugby and football stadium in Pretoria, South Africa, now known as Loftus Versfeld Stadium.
-
B.
Gladysvale
Gladysvale is a fossil-bearing cave site in South Africa known for its important hominin and animal fossil discoveries within the Cradle of Humankind World Heritage area.
-
C.
Rosebank, Johannesburg
Rosebank, Johannesburg is a vibrant, upmarket commercial and residential suburb known for its shopping malls, restaurants, art galleries, and business offices in northern Johannesburg, South Africa.
-
D.
Sandton
Sandton is an affluent commercial and financial district in Johannesburg, South Africa, known as one of the country’s primary business hubs.
-
E.
Centurion Mall
Centurion Mall is a large regional shopping center in Centurion, South Africa, featuring a wide range of retail stores, restaurants, and entertainment facilities.
- 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: Vaal Mall Triple: [Vanderbijlpark, hasShoppingCentre, Vaal Mall]
Generated description
Vaal Mall is a major regional shopping center in Vanderbijlpark, South Africa, offering a wide range of retail stores, dining options, and entertainment facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vaal Mall Target entity description: Vaal Mall is a major regional shopping center in Vanderbijlpark, South Africa, offering a wide range of retail stores, dining options, and entertainment facilities.
-
A.
Loftus Versfeld Park
Loftus Versfeld Park was the earlier name of the historic rugby and football stadium in Pretoria, South Africa, now known as Loftus Versfeld Stadium.
-
B.
Gladysvale
Gladysvale is a fossil-bearing cave site in South Africa known for its important hominin and animal fossil discoveries within the Cradle of Humankind World Heritage area.
-
C.
Rosebank, Johannesburg
Rosebank, Johannesburg is a vibrant, upmarket commercial and residential suburb known for its shopping malls, restaurants, art galleries, and business offices in northern Johannesburg, South Africa.
-
D.
Sandton
Sandton is an affluent commercial and financial district in Johannesburg, South Africa, known as one of the country’s primary business hubs.
-
E.
Centurion Mall
Centurion Mall is a large regional shopping center in Centurion, South Africa, featuring a wide range of retail stores, restaurants, and entertainment facilities.
- 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_69ab4ac14040819098b13f4a27d5c8ff |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd42b3cd4819093b2cab78de1f66c |
completed | March 7, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83c798088190944e7d754aa9aa06 |
completed | March 10, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69af84a08ffc8190b113d07f3d322d0c |
completed | March 10, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af85a052448190898ee1a2f8368122 |
completed | March 10, 2026, 2:44 a.m. |
Created at: March 6, 2026, 9:49 p.m.