Triple
T6120438
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonga (Zambia) |
E136468
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Tonga people (Zambia) |
E150726
|
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 people (Zambia) | Statement: [Tonga (Zambia), spokenBy, Tonga people (Zambia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonga people (Zambia) Context triple: [Tonga (Zambia), spokenBy, Tonga people (Zambia)]
-
A.
Tonga (Zambia)
Tonga (Zambia) is a Bantu language spoken primarily by the Tonga people in southern Zambia and neighboring regions.
-
B.
Tonga people
chosen
The Tonga people are a Bantu-speaking ethnic group of southern Africa, traditionally living along the Zambezi River in Zambia and Zimbabwe with a distinct language, culture, and history tied to the riverine environment.
-
C.
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.
-
D.
Tongan New Zealanders
Tongan New Zealanders are New Zealand residents or citizens of Tongan ancestry, forming one of the country’s largest and most vibrant Pacific Islander communities.
-
E.
Tonga languages (southern Africa)
Tonga languages (southern Africa) are a group of closely related Southern Bantu languages spoken primarily in parts of Zambia, Zimbabwe, and neighboring regions.
- 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_69c0089f851c81909e5e189a617dcff6 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05bef8dc08190b917ad7209188c62 |
completed | March 22, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1257153748190947cd80589620f12 |
completed | March 23, 2026, 11:35 a.m. |
Created at: March 22, 2026, 4:14 p.m.