Triple

T1366809
Position Surface form Disambiguated ID Type / Status
Subject Western Oceanic languages E30021 entity
Predicate includesLanguage P2177 FINISHED
Object Motu language
Motu is an Austronesian language of Papua New Guinea, traditionally spoken around the Port Moresby area and known for its role in regional trade and communication.
 E157946 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: Motu language | Statement: [Western Oceanic languages, includesLanguage, Motu language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Motu language
Context triple: [Western Oceanic languages, includesLanguage, Motu language]
  • A. Hoava language
    The Hoava language is an Oceanic language spoken by communities in the western Solomon Islands, particularly on New Georgia Island.
  • B. Vella Lavella language
    The Vella Lavella language is an Oceanic language spoken by the indigenous population of Vella Lavella Island in the Western Province of the Solomon Islands.
  • C. Lelemi language
    The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
  • D. Hoanya language
    The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
  • E. Bugotu language
    The Bugotu language is an Oceanic language spoken by the Bugotu people of Santa Isabel Island in the Solomon Islands.
  • 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: Motu language
Triple: [Western Oceanic languages, includesLanguage, Motu language]
Generated description
Motu is an Austronesian language of Papua New Guinea, traditionally spoken around the Port Moresby area and known for its role in regional trade and communication.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Motu language
Target entity description: Motu is an Austronesian language of Papua New Guinea, traditionally spoken around the Port Moresby area and known for its role in regional trade and communication.
  • A. Hoava language
    The Hoava language is an Oceanic language spoken by communities in the western Solomon Islands, particularly on New Georgia Island.
  • B. Vella Lavella language
    The Vella Lavella language is an Oceanic language spoken by the indigenous population of Vella Lavella Island in the Western Province of the Solomon Islands.
  • C. Lelemi language
    The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
  • D. Hoanya language
    The Hoanya language is an extinct Austronesian language once spoken by the Hoanya people of western Taiwan and classified among the indigenous Formosan languages.
  • E. Toʻabaita language
    The Toʻabaita language is an Austronesian language spoken by the Toʻabaita people on Malaita Island in the Solomon Islands.
  • 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_69acd47f25c48190a27f87909c15d7c3 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd61419608190865b656284adab13 completed March 8, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_69acd68afe10819081bb5991fb007da9 completed March 8, 2026, 1:53 a.m.
Created at: March 1, 2026, 7:57 p.m.