Triple
T9699979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nukumanu |
E234749
|
entity |
| Predicate | primaryLanguageSubfamily |
P69777
|
FINISHED |
| Object | Oceanic languages |
E128008
|
NE FINISHED |
How this triple was built (3 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: Oceanic languages | Statement: [Nukumanu, primaryLanguageSubfamily, Oceanic languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oceanic languages Context triple: [Nukumanu, primaryLanguageSubfamily, Oceanic languages]
-
A.
Oceanic languages
chosen
Oceanic languages are a major branch of the Austronesian language family spoken across the Pacific Islands, including Polynesia, Micronesia, and parts of Melanesia.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
The Oceanic languages
The Oceanic languages is a comprehensive linguistic work that surveys and analyzes the Oceanic branch of the Austronesian language family, detailing their structures, histories, and relationships.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryLanguageSubfamily Context triple: [Nukumanu, primaryLanguageSubfamily, Oceanic languages]
-
A.
usesLanguageSubfamily
chosen
Indicates that one entity communicates or operates using a language that belongs to a specified language subfamily.
-
B.
linguisticSubgroup
Indicates that one linguistic group forms a subordinate or specialized subset within a larger linguistic group or family.
-
C.
inLanguageFamily
Indicates that two languages belong to the same linguistic family or classification.
-
D.
languageFamilyBranchOf
Indicates that one language family branch is a sub-group or subdivision within a larger language family.
-
E.
languageFamily
Indicates that two or more languages belong to the same genealogical language family or linguistic lineage.
- F. None of above.
Provenance (4 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_69ca84cb580c8190a7e5f4b3bcdaf2a4 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9d6eab0c8190abac1b009d625975 |
completed | April 1, 2026, 10:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1912a551c8190bd6b48790f117f71 |
completed | April 4, 2026, 10:31 p.m. |
| PD | Predicate disambiguation | batch_69cd03b641408190942464eaf174c6b5 |
completed | April 1, 2026, 11:38 a.m. |
Created at: March 30, 2026, 8:18 p.m.