Triple
T1187851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Bantu |
E25286
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object | Tonga group (southern Africa) |
E136469
|
NE FINISHED |
How this triple was built (2 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: Tonga group (southern Africa) | Statement: [Southern Bantu, hasSubgroup, Tonga group (southern Africa)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonga group (southern Africa) Context triple: [Southern Bantu, hasSubgroup, Tonga group (southern Africa)]
-
A.
Tonga (Zimbabwe)
Tonga (Zimbabwe) is a Southern Bantu language spoken primarily by the Tonga people living along the Zambezi River in northern Zimbabwe and neighboring regions.
-
B.
Tonga (Zambia)
Tonga (Zambia) is a Bantu language spoken primarily by the Tonga people in southern Zambia and neighboring regions.
-
C.
Tonga languages (southern Africa)
chosen
Tonga languages (southern Africa) are a group of closely related Southern Bantu languages spoken primarily in parts of Zambia, Zimbabwe, and neighboring regions.
-
D.
Tongaat
Tongaat is a town in KwaZulu-Natal, South Africa, known for its significant Indian community and sugar industry.
-
E.
South Rhodes
South Rhodes is a municipal unit on the island of Rhodes in Greece, known for its coastal villages, beaches, and relatively undeveloped natural landscapes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a49427d98881908646d6c63b8cea1e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd568cf481908d10cf19a3ce28f3 |
completed | March 1, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac83146f2881909e230bc9de28a76b |
completed | March 7, 2026, 7:57 p.m. |
Created at: March 1, 2026, 7:45 p.m.