Triple
T7252529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toʻabaita language |
E157636
|
entity |
| Predicate | isRelatedTo |
P37
|
FINISHED |
| Object |
Kwaio–Kwaio subgroup languages
The Kwaio–Kwaio subgroup languages are a closely related cluster of Oceanic languages spoken in Malaita, Solomon Islands, that includes varieties such as Kwaio and Toʻabaita.
|
E651422
|
NE FINISHED |
How this triple was built (4 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: Kwaio–Kwaio subgroup languages | Statement: [Toʻabaita language, isRelatedTo, Kwaio–Kwaio subgroup languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kwaio–Kwaio subgroup languages Context triple: [Toʻabaita language, isRelatedTo, Kwaio–Kwaio subgroup languages]
-
A.
Ngero–Vitiaz languages
The Ngero–Vitiaz languages are a subgroup of Papuan languages spoken primarily along the northern coast of New Guinea and nearby islands, known for their shared structural features and geographic clustering.
-
B.
Beti–Pahuin languages
The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
-
C.
Tagbanwa languages
Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
-
D.
Nguna–Tongoa languages
The Nguna–Tongoa languages are a small group of closely related Oceanic languages spoken primarily on the islands of Nguna and Tongoa in central Vanuatu.
-
E.
Kilivila–Misima languages
The Kilivila–Misima languages are a subgroup of Oceanic languages spoken in the Milne Bay Province of Papua New Guinea, including varieties such as Kilivila and Misima-Paneati.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kwaio–Kwaio subgroup languages Triple: [Toʻabaita language, isRelatedTo, Kwaio–Kwaio subgroup languages]
Generated description
The Kwaio–Kwaio subgroup languages are a closely related cluster of Oceanic languages spoken in Malaita, Solomon Islands, that includes varieties such as Kwaio and Toʻabaita.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kwaio–Kwaio subgroup languages Target entity description: The Kwaio–Kwaio subgroup languages are a closely related cluster of Oceanic languages spoken in Malaita, Solomon Islands, that includes varieties such as Kwaio and Toʻabaita.
-
A.
Ngero–Vitiaz languages
The Ngero–Vitiaz languages are a subgroup of Papuan languages spoken primarily along the northern coast of New Guinea and nearby islands, known for their shared structural features and geographic clustering.
-
B.
Beti–Pahuin languages
The Beti–Pahuin languages are a closely related cluster of Bantu languages spoken primarily in Cameroon, Equatorial Guinea, and Gabon by Beti-Pahuin ethnic groups.
-
C.
Tagbanwa languages
Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
-
D.
Nguna–Tongoa languages
The Nguna–Tongoa languages are a small group of closely related Oceanic languages spoken primarily on the islands of Nguna and Tongoa in central Vanuatu.
-
E.
Kilivila–Misima languages
The Kilivila–Misima languages are a subgroup of Oceanic languages spoken in the Milne Bay Province of Papua New Guinea, including varieties such as Kilivila and Misima-Paneati.
- F. None of above. chosen
Provenance (5 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_69c6882d81d4819085f7ff862951ee4f |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea7ae0e48190bd80c91bad1976c6 |
completed | March 27, 2026, 8:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d3ac0de88190990c1ef25636260c |
completed | March 28, 2026, 1:12 p.m. |
| NEDg | Description generation | batch_69c7d4141ecc8190a5c9d1f9f334abb2 |
completed | March 28, 2026, 1:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d4a4b6288190abc3277e1447163a |
completed | March 28, 2026, 1:16 p.m. |
Created at: March 27, 2026, 2:56 p.m.