Triple
T1337474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Caledonian–Loyalty languages |
E28786
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Southern Oceanic languages
Southern Oceanic languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in regions such as Vanuatu, New Caledonia, and nearby Pacific islands.
|
E153637
|
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: Southern Oceanic languages | Statement: [New Caledonian–Loyalty languages, partOf, Southern Oceanic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Oceanic languages Context triple: [New Caledonian–Loyalty languages, partOf, Southern Oceanic languages]
-
A.
Western Oceanic languages
Western Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in parts of New Guinea, the Bismarck Archipelago, and the Solomon Islands.
-
B.
Oceanic languages
Oceanic languages are a major branch of the Austronesian language family spoken across the Pacific Islands, including Polynesia, Micronesia, and parts of Melanesia.
-
C.
Central–Eastern Oceanic languages
Central–Eastern Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken across parts of Melanesia and Polynesia and known for their shared phonological and grammatical innovations.
-
D.
Remote Oceania linguistic area
The Remote Oceania linguistic area is a region of the Pacific characterized by closely related Oceanic languages spoken across widely dispersed island groups such as Polynesia, Micronesia, and parts of eastern Melanesia.
-
E.
Southeast Solomonic languages
The Southeast Solomonic languages are a subgroup of Oceanic Austronesian languages spoken primarily in the southeastern Solomon Islands.
- 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: Southern Oceanic languages Triple: [New Caledonian–Loyalty languages, partOf, Southern Oceanic languages]
Generated description
Southern Oceanic languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in regions such as Vanuatu, New Caledonia, and nearby Pacific islands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Oceanic languages Target entity description: Southern Oceanic languages are a subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in regions such as Vanuatu, New Caledonia, and nearby Pacific islands.
-
A.
Western Oceanic languages
Western Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken primarily in parts of New Guinea, the Bismarck Archipelago, and the Solomon Islands.
-
B.
Oceanic languages
Oceanic languages are a major branch of the Austronesian language family spoken across the Pacific Islands, including Polynesia, Micronesia, and parts of Melanesia.
-
C.
Central–Eastern Oceanic languages
Central–Eastern Oceanic languages are a major subgroup of the Oceanic branch of the Austronesian language family, spoken across parts of Melanesia and Polynesia and known for their shared phonological and grammatical innovations.
-
D.
Remote Oceania linguistic area
The Remote Oceania linguistic area is a region of the Pacific characterized by closely related Oceanic languages spoken across widely dispersed island groups such as Polynesia, Micronesia, and parts of eastern Melanesia.
-
E.
Southeast Solomonic languages
The Southeast Solomonic languages are a subgroup of Oceanic Austronesian languages spoken primarily in the southeastern Solomon Islands.
- 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_69a498561a508190a3e1bc137c2b866a |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c1edda1c81909a1149b254b0d57e |
completed | March 1, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc62e4c788190824df2a9b81692d7 |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc6ae66408190bf48fe3150a08116 |
completed | March 8, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc73b92248190b723cb64046799e3 |
completed | March 8, 2026, 12:47 a.m. |
Created at: March 1, 2026, 7:55 p.m.