Triple
T22951394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gwembe Tonga |
E570027
|
entity |
| Predicate | subdivisionOf |
P258
|
FINISHED |
| Object | Tonga language |
—
|
NE NERFINISHED |
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 language | Statement: [Gwembe Tonga, subdivisionOf, Tonga language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonga language Context triple: [Gwembe Tonga, subdivisionOf, Tonga language]
-
A.
Tonga language
chosen
The Tonga language is a Bantu language spoken by the Tonga people primarily in Zambia and Zimbabwe, with communities also found in neighboring regions.
-
B.
Tongan language
The Tongan language is an Austronesian language spoken primarily in the Kingdom of Tonga, known for its rich oral traditions and distinct phonological and grammatical features within the Polynesian language family.
-
C.
Tongan language group
The Tongan language group is a subgroup of Polynesian languages within the Austronesian family, centered on the Tongan language and closely related varieties spoken in and around Tonga.
-
D.
Rarotongan language
The Rarotongan language is an Eastern Polynesian language spoken primarily on Rarotonga in the Cook Islands and often considered the prestige dialect of Cook Islands Māori.
-
E.
Hiri Motu language
Hiri Motu is an Austronesian-based lingua franca of Papua New Guinea, historically used for trade and administration around the Port Moresby region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f181a285448190a718734fe933d51a |
completed | April 29, 2026, 3:57 a.m. |
Created at: April 17, 2026, 3:46 p.m.