Triple

T200663
Position Surface form Disambiguated ID Type / Status
Subject Austronesian languages E4098 entity
Predicate hasSubfamily P747 FINISHED
Object 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.
 E28901 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: Vanuatu languages | Statement: [Austronesian languages, hasSubfamily, Vanuatu languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vanuatu languages
Context triple: [Austronesian languages, hasSubfamily, Vanuatu languages]
  • A. New Caledonian–Loyalty languages
    The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
  • B. Solomon Islands Pijin
    Solomon Islands Pijin is an English-based creole language widely used as a lingua franca across the Solomon Islands.
  • C. Gilbertese language group
    The Gilbertese language group is a subfamily of Austronesian languages spoken primarily in Kiribati and nearby Pacific islands, characterized by closely related Micronesian languages.
  • D. Vanuatu
    Vanuatu is a Pacific island nation known for its diverse Melanesian culture, volcanic landscapes, and status as a small developing state vulnerable to climate change.
  • E. Chuukic–Pohnpeic languages
    The Chuukic–Pohnpeic languages are a group of closely related Micronesian languages spoken primarily in the central and eastern Caroline Islands of the western Pacific.
  • 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: Vanuatu languages
Triple: [Austronesian languages, hasSubfamily, Vanuatu languages]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vanuatu languages
Target entity description: 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.
  • A. New Caledonian–Loyalty languages
    The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
  • B. Solomon Islands Pijin
    Solomon Islands Pijin is an English-based creole language widely used as a lingua franca across the Solomon Islands.
  • C. Gilbertese language group
    The Gilbertese language group is a subfamily of Austronesian languages spoken primarily in Kiribati and nearby Pacific islands, characterized by closely related Micronesian languages.
  • D. Vanuatu
    Vanuatu is a Pacific island nation known for its diverse Melanesian culture, volcanic landscapes, and status as a small developing state vulnerable to climate change.
  • E. Chuukic–Pohnpeic languages
    The Chuukic–Pohnpeic languages are a group of closely related Micronesian languages spoken primarily in the central and eastern Caroline Islands of the western Pacific.
  • 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25be47ea881909c296b30a0d47a65 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35878158c81908fba5b3cb4bfd054 completed Feb. 28, 2026, 9:04 p.m.
NEDg Description generation batch_69a3598f22a08190898aec7b86cc06f4 completed Feb. 28, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69a359f3ee8c8190834a6e2dd90bc062 completed Feb. 28, 2026, 9:11 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.