Triple

T6564869
Position Surface form Disambiguated ID Type / Status
Subject Uripiv-Wala-Rano-Atchin E153877 entity
Predicate subclassOf P1244 FINISHED
Object Central Vanuatu language
A Central Vanuatu language is a member of a group of closely related Oceanic languages spoken in the central region of Vanuatu.
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: Central Vanuatu language | Statement: [Uripiv-Wala-Rano-Atchin, subclassOf, Central Vanuatu language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Vanuatu language
Context triple: [Uripiv-Wala-Rano-Atchin, subclassOf, Central Vanuatu language]
  • 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. South Tanna language
    South Tanna language is an Oceanic language spoken on the southern part of Tanna Island in Vanuatu.
  • D. Marovo language
    The Marovo language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around the Marovo Lagoon.
  • E. Temotu languages
    Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian 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: Central Vanuatu language
Triple: [Uripiv-Wala-Rano-Atchin, subclassOf, Central Vanuatu language]
Generated description
A Central Vanuatu language is a member of a group of closely related Oceanic languages spoken in the central region of Vanuatu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Vanuatu language
Target entity description: A Central Vanuatu language is a member of a group of closely related Oceanic languages spoken in the central region of Vanuatu.
  • 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. South Tanna language
    South Tanna language is an Oceanic language spoken on the southern part of Tanna Island in Vanuatu.
  • D. Marovo language
    The Marovo language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around the Marovo Lagoon.
  • E. Temotu languages
    Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian family.
  • 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_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_69c723af5fa88190acd0c040cdf24f13 completed March 28, 2026, 12:41 a.m.
NEDg Description generation batch_69c7245ac3e08190839b7873962a26d6 completed March 28, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c724e9d3848190a09ad0ad1efe451a completed March 28, 2026, 12:46 a.m.
Created at: March 27, 2026, 1:52 p.m.