Triple

T1366794
Position Surface form Disambiguated ID Type / Status
Subject Western Oceanic languages E30021 entity
Predicate hasSubgroup P747 FINISHED
Object Ngero – Vitiaz languages
The Ngero–Vitiaz languages are a subgroup of Western Oceanic languages spoken primarily along the northern coast of Papua New Guinea and nearby islands.
E155825 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: Ngero – Vitiaz languages | Statement: [Western Oceanic languages, hasSubgroup, Ngero – Vitiaz languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngero – Vitiaz languages
Context triple: [Western Oceanic languages, hasSubgroup, Ngero – Vitiaz languages]
  • A. Nggela language
    Nggela language is an Oceanic language spoken in the Solomon Islands, particularly associated with the Gela (Nggela) Islands in Central Province.
  • B. Nukuoro language
    The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
  • C. Tani languages
    The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
  • D. Nengone language
    The Nengone language is an Austronesian language spoken primarily on Maré Island in the Loyalty Islands of New Caledonia.
  • E. Ongan languages
    The Ongan languages are a small family of indigenous languages spoken by the Ongan peoples of the Andaman Islands in the Indian Ocean.
  • 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: Ngero – Vitiaz languages
Triple: [Western Oceanic languages, hasSubgroup, Ngero – Vitiaz languages]
Generated description
The Ngero–Vitiaz languages are a subgroup of Western Oceanic languages spoken primarily along the northern coast of Papua New Guinea and nearby islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngero – Vitiaz languages
Target entity description: The Ngero–Vitiaz languages are a subgroup of Western Oceanic languages spoken primarily along the northern coast of Papua New Guinea and nearby islands.
  • A. Nggela language
    Nggela language is an Oceanic language spoken in the Solomon Islands, particularly associated with the Gela (Nggela) Islands in Central Province.
  • B. Nafe (Nguna) language
    The Nafe (Nguna) language is an Oceanic Austronesian language spoken on Nguna Island and nearby areas in central Vanuatu.
  • C. Nukuoro language
    The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
  • D. Tani languages
    The Tani languages are a subgroup of the Sino-Tibetan language family spoken primarily in Arunachal Pradesh and adjoining regions of Northeast India by various indigenous communities.
  • E. Nengone language
    The Nengone language is an Austronesian language spoken primarily on Maré Island in the Loyalty Islands of New Caledonia.
  • 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_69a498f912008190a376a98b207b2071 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c2d33d2081908008494b5f56bf56 completed March 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce788098819087a046e10966b7e9 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf15d910819098e9a4b24247881b completed March 8, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69accffa9a40819083a3e55a5d83e040 completed March 8, 2026, 1:25 a.m.
Created at: March 1, 2026, 7:57 p.m.