Triple

T6774876
Position Surface form Disambiguated ID Type / Status
Subject Nafe language E155130 entity
Predicate hasNeighboringLanguage P16383 FINISHED
Object South Efate language
South Efate is an Oceanic language of central Vanuatu, spoken primarily on Efate Island and known for its role in the region’s rich linguistic diversity.
 E617124 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: South Efate language | Statement: [Nafe language, hasNeighboringLanguage, South Efate language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South Efate language
Context triple: [Nafe language, hasNeighboringLanguage, South Efate language]
  • A. South Tanna language
    South Tanna language is an Oceanic language spoken on the southern part of Tanna Island in Vanuatu.
  • B. Roviana language
    The Roviana language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around Roviana Lagoon, and serves as an important regional lingua franca.
  • C. Marovo language
    The Marovo language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around the Marovo Lagoon.
  • D. East Futunan language
    The East Futunan language is an Austronesian language spoken primarily on Futuna Island in Wallis and Futuna, closely related to other Polynesian languages.
  • E. West Futunan language
    The West Futunan language is a Polynesian language spoken primarily on Futuna Island in Wallis and Futuna, closely related to other Futunic languages and part of the broader Austronesian language family.
  • 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: South Efate language
Triple: [Nafe language, hasNeighboringLanguage, South Efate language]
Generated description
South Efate is an Oceanic language of central Vanuatu, spoken primarily on Efate Island and known for its role in the region’s rich linguistic diversity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South Efate language
Target entity description: South Efate is an Oceanic language of central Vanuatu, spoken primarily on Efate Island and known for its role in the region’s rich linguistic diversity.
  • A. South Tanna language
    South Tanna language is an Oceanic language spoken on the southern part of Tanna Island in Vanuatu.
  • B. Roviana language
    The Roviana language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around Roviana Lagoon, and serves as an important regional lingua franca.
  • C. Marovo language
    The Marovo language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around the Marovo Lagoon.
  • D. East Futunan language
    The East Futunan language is an Austronesian language spoken primarily on Futuna Island in Wallis and Futuna, closely related to other Polynesian languages.
  • E. West Futunan language
    The West Futunan language is a Polynesian language spoken primarily on Futuna Island in Wallis and Futuna, closely related to other Futunic languages and part of the broader Austronesian language family.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d24ddaf08190baffbff991eeb458 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712ca48d88190b9f47b23264d4264 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713d2fad881909ac1b96ba4353bfe completed March 27, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69c71478072481909e396a2ac39f0f3a completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:13 p.m.