Triple
T13542954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mall of Africa |
E323436
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Atterbury Property Developments
Atterbury Property Developments is a South African real estate development company known for creating large-scale commercial and retail projects, including major shopping centres and mixed-use precincts.
|
E1046397
|
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: Atterbury Property Developments | Statement: [Mall of Africa, developer, Atterbury Property Developments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Atterbury Property Developments Context triple: [Mall of Africa, developer, Atterbury Property Developments]
-
A.
Clowes Developments
Clowes Developments is a British property development company best known in sport for its ownership of Derby County Football Club.
-
B.
Chalegrove Properties
Chalegrove Properties is a UK-based property development company known for delivering large-scale residential and mixed-use projects in London, including prominent high-rise schemes.
-
C.
Earl's Court Development Company
Earl's Court Development Company is a property development firm responsible for the regeneration and redevelopment of the former Earl's Court Exhibition Centre site in London.
-
D.
Grocon Developments
Grocon Developments is a property development arm associated with Australian construction and development company Grocon, focusing on planning and delivering real estate projects.
-
E.
Ross Development Trust
Ross Development Trust is a charitable organization focused on preserving and enhancing Edinburgh’s heritage and public spaces through restoration and improvement projects.
- 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: Atterbury Property Developments Triple: [Mall of Africa, developer, Atterbury Property Developments]
Generated description
Atterbury Property Developments is a South African real estate development company known for creating large-scale commercial and retail projects, including major shopping centres and mixed-use precincts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Atterbury Property Developments Target entity description: Atterbury Property Developments is a South African real estate development company known for creating large-scale commercial and retail projects, including major shopping centres and mixed-use precincts.
-
A.
Clowes Developments
Clowes Developments is a British property development company best known in sport for its ownership of Derby County Football Club.
-
B.
Chalegrove Properties
Chalegrove Properties is a UK-based property development company known for delivering large-scale residential and mixed-use projects in London, including prominent high-rise schemes.
-
C.
Earl's Court Development Company
Earl's Court Development Company is a property development firm responsible for the regeneration and redevelopment of the former Earl's Court Exhibition Centre site in London.
-
D.
Grocon Developments
Grocon Developments is a property development arm associated with Australian construction and development company Grocon, focusing on planning and delivering real estate projects.
-
E.
Ross Development Trust
Ross Development Trust is a charitable organization focused on preserving and enhancing Edinburgh’s heritage and public spaces through restoration and improvement projects.
- 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_69d8076776248190bdf0d4fa1f85a5fc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbafda36248190acabde65a88c5471 |
completed | April 12, 2026, 2:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75da094288190aff108b006c3da1f |
completed | May 3, 2026, 2:37 p.m. |
| NEDg | Description generation | batch_69f75f2c645481909c3e5ecdd239965d |
completed | May 3, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f75f8e9b608190830ab942098a798c |
completed | May 3, 2026, 2:45 p.m. |
Created at: April 9, 2026, 9:45 p.m.