Triple
T6434002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maropeng Exhibition |
E129846
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
Maropeng a’Afrika Leisure (Pty) Ltd
Maropeng a’Afrika Leisure (Pty) Ltd is a South African company responsible for managing visitor and tourism operations at the Maropeng visitor centre in the Cradle of Humankind World Heritage Site.
|
E129846
|
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: Maropeng a’Afrika Leisure (Pty) Ltd | Statement: [Maropeng Exhibition, operatedBy, Maropeng a’Afrika Leisure (Pty) Ltd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maropeng a’Afrika Leisure (Pty) Ltd Context triple: [Maropeng Exhibition, operatedBy, Maropeng a’Afrika Leisure (Pty) Ltd]
-
A.
Anhembi
Anhembi is a municipality in the state of São Paulo, Brazil, known for its riverside setting and regional cultural traditions.
-
B.
Mafikeng
Mafikeng is a town in South Africa historically known as the site of the famous Siege of Mafeking during the Second Boer War.
-
C.
Eastern Cape Parks and Tourism Agency
Eastern Cape Parks and Tourism Agency is a provincial public entity in South Africa responsible for managing protected areas and promoting tourism within the Eastern Cape.
-
D.
Maropeng Exhibition
Maropeng Exhibition is an interactive museum experience in South Africa that explores human origins, evolution, and the archaeological significance of the Cradle of Humankind World Heritage Site.
-
E.
Ditsong Museums of South Africa
Ditsong Museums of South Africa is a public museum authority that manages a network of national heritage, cultural, and historical museums across South Africa.
- 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: Maropeng a’Afrika Leisure (Pty) Ltd Triple: [Maropeng Exhibition, operatedBy, Maropeng a’Afrika Leisure (Pty) Ltd]
Generated description
Maropeng a’Afrika Leisure (Pty) Ltd is a South African company responsible for managing visitor and tourism operations at the Maropeng visitor centre in the Cradle of Humankind World Heritage Site.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maropeng a’Afrika Leisure (Pty) Ltd Target entity description: Maropeng a’Afrika Leisure (Pty) Ltd is a South African company responsible for managing visitor and tourism operations at the Maropeng visitor centre in the Cradle of Humankind World Heritage Site.
-
A.
Anhembi
Anhembi is a municipality in the state of São Paulo, Brazil, known for its riverside setting and regional cultural traditions.
-
B.
Mafikeng
Mafikeng is a town in South Africa historically known as the site of the famous Siege of Mafeking during the Second Boer War.
-
C.
Eastern Cape Parks and Tourism Agency
Eastern Cape Parks and Tourism Agency is a provincial public entity in South Africa responsible for managing protected areas and promoting tourism within the Eastern Cape.
-
D.
Maropeng Exhibition
chosen
Maropeng Exhibition is an interactive museum experience in South Africa that explores human origins, evolution, and the archaeological significance of the Cradle of Humankind World Heritage Site.
-
E.
Ditsong Museums of South Africa
Ditsong Museums of South Africa is a public museum authority that manages a network of national heritage, cultural, and historical museums across South Africa.
- F. None of above.
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_69c0084caac48190a7bc2ad8ba44536f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0693f73ec8190883470b57f8141aa |
completed | March 22, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640efd490819084b3b67b3b0680b6 |
completed | March 27, 2026, 8:33 a.m. |
| NEDg | Description generation | batch_69c6420e3fe48190aef959cb7ab1e0d3 |
completed | March 27, 2026, 8:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c642a344e48190bccb0f0d122fca4c |
completed | March 27, 2026, 8:41 a.m. |
Created at: March 22, 2026, 4:45 p.m.