Triple
T200660
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austronesian languages |
E4098
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
New Caledonian–Loyalty languages
The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
|
E28786
|
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: New Caledonian–Loyalty languages | Statement: [Austronesian languages, hasSubfamily, New Caledonian–Loyalty languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Caledonian–Loyalty languages Context triple: [Austronesian languages, hasSubfamily, New Caledonian–Loyalty languages]
-
A.
Carolinean languages
Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
-
B.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
C.
Meso-Melanesian languages
The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
-
D.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
E.
Miwok languages
Miwok languages are a group of closely related Native American languages traditionally spoken by the Miwok peoples of central and northern California.
- 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: New Caledonian–Loyalty languages Triple: [Austronesian languages, hasSubfamily, New Caledonian–Loyalty languages]
Generated description
The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Caledonian–Loyalty languages Target entity description: The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
-
A.
Carolinean languages
Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
-
B.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
C.
Meso-Melanesian languages
The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
-
D.
Batanic languages
Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
-
E.
Miwok languages
Miwok languages are a group of closely related Native American languages traditionally spoken by the Miwok peoples of central and northern California.
- 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_69a254bca59881909a15e1496f1508c7 |
completed | Feb. 28, 2026, 2:36 a.m. |
| NER | Named-entity recognition | batch_69a25be47ea881909c296b30a0d47a65 |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a352734730819091211462a23204ea |
completed | Feb. 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69a355f97db8819080665fa585955380 |
completed | Feb. 28, 2026, 8:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3567126dc81909853cb7dab5609c1 |
completed | Feb. 28, 2026, 8:56 p.m. |
Created at: Feb. 28, 2026, 2:44 a.m.