Triple

T6564661
Position Surface form Disambiguated ID Type / Status
Subject Kwamera E153871 entity
Predicate isPartOf P10 FINISHED
Object 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.
 E606598 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 Vanuatu linguistic area | Statement: [Kwamera, isPartOf, Southern Vanuatu linguistic area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Vanuatu linguistic area
Context triple: [Kwamera, isPartOf, Southern Vanuatu linguistic area]
  • 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. 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.
  • C. North and Central Vanuatu area
    The North and Central Vanuatu area is a linguistically diverse region within Vanuatu known for its high density of Oceanic languages and complex patterns of language contact and change.
  • D. Sulawesi linguistic area
    The Sulawesi linguistic area is a region of the Indonesian island of Sulawesi characterized by intense contact among diverse Austronesian and Papuan languages, leading to shared structural features across otherwise unrelated language groups.
  • 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: Southern Vanuatu linguistic area
Triple: [Kwamera, isPartOf, Southern Vanuatu linguistic area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Vanuatu linguistic area
Target entity description: 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.
  • 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. 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.
  • C. North and Central Vanuatu area
    The North and Central Vanuatu area is a linguistically diverse region within Vanuatu known for its high density of Oceanic languages and complex patterns of language contact and change.
  • D. Sulawesi linguistic area
    The Sulawesi linguistic area is a region of the Indonesian island of Sulawesi characterized by intense contact among diverse Austronesian and Papuan languages, leading to shared structural features across otherwise unrelated language groups.
  • 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

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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae3b9ec8819080f3052556d95810 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e42523848190b02682e6a640ac05 completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e50db2cc8190932c4d44257acb83 completed March 27, 2026, 8:14 p.m.
NED2 Entity disambiguation (via description) batch_69c6e5eacefc819092d0e9f79d90c4a6 completed March 27, 2026, 8:17 p.m.
Created at: March 27, 2026, 1:52 p.m.