Triple
T10257801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Banks Islands |
E240517
|
entity |
| Predicate | hasLanguageSubgroup |
P31853
|
FINISHED |
| Object | North-Central Vanuatu languages |
E28901
|
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: North-Central Vanuatu languages | Statement: [Banks Islands, hasLanguageSubgroup, North-Central Vanuatu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North-Central Vanuatu languages Context triple: [Banks Islands, hasLanguageSubgroup, North-Central Vanuatu languages]
-
A.
Vanuatu languages
chosen
Vanuatu languages are a diverse group of closely related Oceanic Austronesian languages spoken across the islands of Vanuatu, known for their high linguistic density and variety.
-
B.
Southern Vanuatu linguistic area
The Southern Vanuatu linguistic area is a region in the southern part of Vanuatu characterized by a group of closely related Oceanic languages that share common structural and lexical features due to long-term contact.
-
C.
South Bougainville languages
The South Bougainville languages are a small group of Papuan languages spoken primarily in the southern part of Bougainville Island in Papua New Guinea.
-
D.
Southern Melanesian languages
Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
-
E.
Papuan languages of the Solomon Islands
The Papuan languages of the Solomon Islands are a small group of non-Austronesian languages spoken in the Solomon Islands, distinct from the region’s dominant Oceanic languages and representing some of its oldest linguistic layers.
- 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_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d24de4588190b68fb3daa36dbd7d |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f7e153b0819084708b6f7127cdea |
completed | April 9, 2026, 12:50 a.m. |
Created at: April 6, 2026, 11:31 a.m.