Triple

T6786850
Position Surface form Disambiguated ID Type / Status
Subject Papuan Tip linkage E155828 entity
Predicate hasLanguage P15 FINISHED
Object Kilivila language
Kilivila is an Austronesian language spoken primarily on the Trobriand Islands of Papua New Guinea, known for its rich cultural context and complex social use.
 E619339 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: Kilivila language | Statement: [Papuan Tip linkage, hasLanguage, Kilivila language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kilivila language
Context triple: [Papuan Tip linkage, hasLanguage, Kilivila language]
  • A. Kiliwa language
    The Kiliwa language is an endangered indigenous language spoken by the Kiliwa people of northern Baja California, Mexico, known for its highly complex verbal morphology and status as one of the last surviving isolates within the Yuman linguistic area.
  • B. Kili language
    The Kili language is a lesser-known Tungusic language spoken by small indigenous communities in parts of northeastern Asia, particularly in Russia.
  • C. Kulisusu language
    The Kulisusu language is an Austronesian language spoken by the Kulisusu people of southeastern Sulawesi, Indonesia.
  • D. Lavukaleve language
    Lavukaleve is a Papuan language spoken by the Lavukal people of the Russell Islands in the Solomon Islands, known for its complex grammar and status as one of the Central Solomons languages.
  • E. Ikalanga language
    Ikalanga language is a Bantu language spoken primarily in Botswana and southwestern Zimbabwe by the Kalanga people.
  • 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: Kilivila language
Triple: [Papuan Tip linkage, hasLanguage, Kilivila language]
Generated description
Kilivila is an Austronesian language spoken primarily on the Trobriand Islands of Papua New Guinea, known for its rich cultural context and complex social use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kilivila language
Target entity description: Kilivila is an Austronesian language spoken primarily on the Trobriand Islands of Papua New Guinea, known for its rich cultural context and complex social use.
  • A. Kiliwa language
    The Kiliwa language is an endangered indigenous language spoken by the Kiliwa people of northern Baja California, Mexico, known for its highly complex verbal morphology and status as one of the last surviving isolates within the Yuman linguistic area.
  • B. Kili language
    The Kili language is a lesser-known Tungusic language spoken by small indigenous communities in parts of northeastern Asia, particularly in Russia.
  • C. Kulisusu language
    The Kulisusu language is an Austronesian language spoken by the Kulisusu people of southeastern Sulawesi, Indonesia.
  • D. Lavukaleve language
    Lavukaleve is a Papuan language spoken by the Lavukal people of the Russell Islands in the Solomon Islands, known for its complex grammar and status as one of the Central Solomons languages.
  • E. Ikalanga language
    Ikalanga language is a Bantu language spoken primarily in Botswana and southwestern Zimbabwe by the Kalanga people.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d28f043081909a9a9ab635785933 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a871a84819098891f66c6e5b579 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71b6b87d8819085e6ae122f042626 completed March 28, 2026, 12:06 a.m.
NED2 Entity disambiguation (via description) batch_69c71c00f86c819099ef6ae0766e9f3a completed March 28, 2026, 12:08 a.m.
Created at: March 27, 2026, 2:14 p.m.