Triple
T6446455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonga (Zimbabwe) |
E138354
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Tonga people |
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 | Statement: [Tonga (Zimbabwe), spokenBy, Tonga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonga people Context triple: [Tonga (Zimbabwe), spokenBy, Tonga people]
-
A.
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.
-
B.
Tongans
Tongans are a Polynesian ethnic group native to the Kingdom of Tonga in the South Pacific, known for their rich seafaring traditions, hierarchical social structure, and vibrant cultural practices including dance, music, and tapa-making.
-
C.
Tokelauans
Tokelauans are an indigenous Polynesian people native to the three atolls of Tokelau in the South Pacific, known for their seafaring heritage, communal culture, and Tokelauan language.
-
D.
Tuvaluan people
The Tuvaluan people are a Polynesian ethnic group indigenous to the Pacific island nation of Tuvalu, known for their seafaring heritage, communal culture, and distinct Austronesian language and traditions.
-
E.
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.
- 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_69c008aa61ac8190bc96715ed79fe2d8 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0698edeac81909426902471d8a57b |
completed | March 22, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64bcd09e0819097eb60d13e8058dd |
completed | March 27, 2026, 9:20 a.m. |
Created at: March 22, 2026, 4:46 p.m.