Triple
T6564940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raga |
E153879
|
entity |
| Predicate | partOfLanguageSubgroup |
P31853
|
FINISHED |
| Object |
North Vanuatu languages
The North Vanuatu languages are a subgroup of Oceanic (Austronesian) languages spoken primarily in northern Vanuatu, characterized by significant internal diversity and shared historical development.
|
E28901
|
NE FINISHED |
How this triple was built (5 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 Vanuatu languages | Statement: [Raga, partOfLanguageSubgroup, North Vanuatu languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Vanuatu languages Context triple: [Raga, partOfLanguageSubgroup, North Vanuatu languages]
-
A.
Vanuatu languages
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.
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.
-
D.
Admiralty Islands languages
Admiralty Islands languages are a subgroup of Western Oceanic Austronesian languages spoken primarily in the Admiralty Islands of Papua New Guinea.
-
E.
South Tanna language
South Tanna language is an Oceanic language spoken on the southern part of Tanna Island in Vanuatu.
- 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: North Vanuatu languages Triple: [Raga, partOfLanguageSubgroup, North Vanuatu languages]
Generated description
The North Vanuatu languages are a subgroup of Oceanic (Austronesian) languages spoken primarily in northern Vanuatu, characterized by significant internal diversity and shared historical development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Vanuatu languages Target entity description: The North Vanuatu languages are a subgroup of Oceanic (Austronesian) languages spoken primarily in northern Vanuatu, characterized by significant internal diversity and shared historical development.
-
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.
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.
-
D.
Admiralty Islands languages
Admiralty Islands languages are a subgroup of Western Oceanic Austronesian languages spoken primarily in the Admiralty Islands of Papua New Guinea.
-
E.
South Tanna language
South Tanna language is an Oceanic language spoken on the southern part of Tanna Island in Vanuatu.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partOfLanguageSubgroup Context triple: [Raga, partOfLanguageSubgroup, North Vanuatu languages]
-
A.
linguisticSubgroup
chosen
Indicates that one linguistic group forms a subordinate or specialized subset within a larger linguistic group or family.
-
B.
usesLanguageSubfamily
Indicates that one entity communicates or operates using a language that belongs to a specified language subfamily.
-
C.
partOfLanguage
Indicates that one linguistic element belongs to, is included within, or is a component of a particular language.
-
D.
partOfLinguisticVariety
Indicates that one linguistic variety (such as a dialect, register, or style) is a constituent or subset of another, broader linguistic variety.
-
E.
hasLanguageGroup
Indicates that an entity belongs to, is associated with, or is categorized under a particular language group.
- F. None of above.
Provenance (6 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_69c6880cb35881909b763eb0125236b9 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6cc9c6cb0819084fec8e0beb430de |
completed | March 27, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7422f57848190901b31229825b9e2 |
completed | March 28, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_69c7431d2d5881909daf29caeef37d0d |
completed | March 28, 2026, 2:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c743949cbc8190a797666c7d509a1c |
completed | March 28, 2026, 2:57 a.m. |
| PD | Predicate disambiguation | batch_69c6acf93cb48190b54f5dd6febd34dc |
completed | March 27, 2026, 4:14 p.m. |
Created at: March 27, 2026, 1:52 p.m.