Triple
T20989790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tongaat Hulett |
E516989
|
entity |
| Predicate | formedByMergerOf |
P77
|
FINISHED |
| Object | Tongaat Group |
—
|
NE NERFINISHED |
How this triple was built (3 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: Tongaat Group | Statement: [Tongaat Hulett, formedByMergerOf, Tongaat Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tongaat Group Context triple: [Tongaat Hulett, formedByMergerOf, Tongaat Group]
-
A.
Te Arawa Group Holdings
Te Arawa Group Holdings is the commercial investment and asset management company for the Te Arawa iwi in New Zealand.
-
B.
Tainui Group Holdings
Tainui Group Holdings is the commercial investment company of the Waikato-Tainui iwi, managing and growing its asset base through property, infrastructure, and diversified investments.
-
C.
Ngāi Tahu Holdings
Ngāi Tahu Holdings is the commercial investment company of the Ngāi Tahu iwi, managing a diversified portfolio across sectors such as property, tourism, seafood, and primary industries to generate long-term returns for its tribal beneficiaries.
-
D.
Ngāti Awa Group Holdings Limited
Ngāti Awa Group Holdings Limited is the commercial investment and asset management arm of the Ngāti Awa iwi, overseeing business ventures to support the tribe’s economic development and wellbeing.
-
E.
Mvelaphanda Group
Mvelaphanda Group is a South African investment and holding company founded by businessman and former anti-apartheid activist Tokyo Sexwale, with interests spanning mining, energy, and other sectors.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tongaat Group Target entity description: Tongaat Group was a South African company that became part of the diversified agribusiness and sugar producer Tongaat Hulett through a corporate merger.
-
A.
Te Arawa Group Holdings
Te Arawa Group Holdings is the commercial investment and asset management company for the Te Arawa iwi in New Zealand.
-
B.
Tainui Group Holdings
Tainui Group Holdings is the commercial investment company of the Waikato-Tainui iwi, managing and growing its asset base through property, infrastructure, and diversified investments.
-
C.
Ngāi Tahu Holdings
Ngāi Tahu Holdings is the commercial investment company of the Ngāi Tahu iwi, managing a diversified portfolio across sectors such as property, tourism, seafood, and primary industries to generate long-term returns for its tribal beneficiaries.
-
D.
Ngāti Awa Group Holdings Limited
Ngāti Awa Group Holdings Limited is the commercial investment and asset management arm of the Ngāti Awa iwi, overseeing business ventures to support the tribe’s economic development and wellbeing.
-
E.
Mvelaphanda Group
chosen
Mvelaphanda Group is a South African investment and holding company founded by businessman and former anti-apartheid activist Tokyo Sexwale, with interests spanning mining, energy, and other sectors.
- F. None of above.
Provenance (2 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_69e0b4ffac148190bbade9f0eceb660b |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6fbe5f49c8190a5c031eceba9ebf7 |
completed | April 21, 2026, 4:24 a.m. |
Created at: April 16, 2026, 1:49 p.m.