Triple

T1351998
Position Surface form Disambiguated ID Type / Status
Subject Vanuatu languages E28901 entity
Predicate includesLanguage P2177 FINISHED
Object Nafe (Emae) language
The Nafe (Emae) language is an Oceanic language spoken on Emae Island in Vanuatu.
 E155130 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: Nafe (Emae) language | Statement: [Vanuatu languages, includesLanguage, Nafe (Emae) language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nafe (Emae) language
Context triple: [Vanuatu languages, includesLanguage, Nafe (Emae) language]
  • A. Nafe (Nguna) language
    The Nafe (Nguna) language is an Oceanic Austronesian language spoken on Nguna Island and nearby areas in central Vanuatu.
  • B. Nupe language
    The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
  • C. Nawuri language
    The Nawuri language is a Niger-Congo language spoken by the Nawuri people of Ghana, primarily in the northern Volta and Oti regions.
  • D. Amami language
    The Amami language is a Ryukyuan language spoken in Japan’s Amami Islands, known for its endangered status and distinct phonology and grammar within the Japonic language family.
  • E. Yana language
    The Yana language is an extinct Native American language once spoken in northern California, notable for its complex verb morphology and documentation by linguist Edward Sapir.
  • 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: Nafe (Emae) language
Triple: [Vanuatu languages, includesLanguage, Nafe (Emae) language]
Generated description
The Nafe (Emae) language is an Oceanic language spoken on Emae Island in Vanuatu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nafe (Emae) language
Target entity description: The Nafe (Emae) language is an Oceanic language spoken on Emae Island in Vanuatu.
  • A. Nafe (Nguna) language chosen
    The Nafe (Nguna) language is an Oceanic Austronesian language spoken on Nguna Island and nearby areas in central Vanuatu.
  • B. Nupe language
    The Nupe language is a Niger-Congo language spoken primarily by the Nupe people in central Nigeria, especially in the Middle Belt region.
  • C. Nawuri language
    The Nawuri language is a Niger-Congo language spoken by the Nawuri people of Ghana, primarily in the northern Volta and Oti regions.
  • D. Amami language
    The Amami language is a Ryukyuan language spoken in Japan’s Amami Islands, known for its endangered status and distinct phonology and grammar within the Japonic language family.
  • E. Yana language
    The Yana language is an extinct Native American language once spoken in northern California, notable for its complex verb morphology and documentation by linguist Edward Sapir.
  • F. None of above.

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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26b1b4881908ae4b1b2c9b268a0 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd47917d88190a13d7705f09c0b58 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd5314ac08190abf0ed287689dc5f completed March 8, 2026, 1:47 a.m.
NED2 Entity disambiguation (via description) batch_69acd59842f08190976724ad981de3d8 completed March 8, 2026, 1:49 a.m.
Created at: March 1, 2026, 7:56 p.m.