Triple
T13542953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mall of Africa |
E323436
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Attacq Limited
Attacq Limited is a South African real estate investment and development company known for developing large-scale retail and mixed-use properties.
|
E1046396
|
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: Attacq Limited | Statement: [Mall of Africa, developer, Attacq Limited]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Attacq Limited Context triple: [Mall of Africa, developer, Attacq Limited]
-
A.
Argotec
Argotec is an Italian aerospace engineering company specializing in the design and development of small satellites and space systems for scientific and commercial missions.
-
B.
THP Limited
THP Limited is an engineering firm known for providing structural engineering services for major projects such as Paycor Stadium in Cincinnati, Ohio.
-
C.
Awabakal Ltd
Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
-
D.
Caddick Group
Caddick Group is a UK-based property development and construction company known for its significant investments in sports and leisure infrastructure, including ownership of the Leeds Rhinos rugby league club.
-
E.
Antici Group
Antici Group is an informal preparatory body within the Council of the European Union that coordinates and streamlines the work of EU ambassadors in the Committee of Permanent Representatives (COREPER II).
- 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: Attacq Limited Triple: [Mall of Africa, developer, Attacq Limited]
Generated description
Attacq Limited is a South African real estate investment and development company known for developing large-scale retail and mixed-use properties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Attacq Limited Target entity description: Attacq Limited is a South African real estate investment and development company known for developing large-scale retail and mixed-use properties.
-
A.
Argotec
Argotec is an Italian aerospace engineering company specializing in the design and development of small satellites and space systems for scientific and commercial missions.
-
B.
THP Limited
THP Limited is an engineering firm known for providing structural engineering services for major projects such as Paycor Stadium in Cincinnati, Ohio.
-
C.
Awabakal Ltd
Awabakal Ltd is an Aboriginal community-controlled organisation representing and providing services for the Awabakal people of the Newcastle and Lake Macquarie region in New South Wales, Australia.
-
D.
Caddick Group
Caddick Group is a UK-based property development and construction company known for its significant investments in sports and leisure infrastructure, including ownership of the Leeds Rhinos rugby league club.
-
E.
Antici Group
Antici Group is an informal preparatory body within the Council of the European Union that coordinates and streamlines the work of EU ambassadors in the Committee of Permanent Representatives (COREPER II).
- 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.