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.