Triple

T6786779
Position Surface form Disambiguated ID Type / Status
Subject Bel languages E155826 entity
Predicate closelyRelatedTo P37 FINISHED
Object Bilibil language
Bilibil is an Oceanic language of the Bel subgroup spoken by the Bilibil people of Papua New Guinea, particularly associated with Bilibil Island near Madang.
 E619331 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: Bilibil language | Statement: [Bel languages, closelyRelatedTo, Bilibil language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bilibil language
Context triple: [Bel languages, closelyRelatedTo, Bilibil language]
  • A. Bilua language
    The Bilua language is a Papuan language spoken primarily on Vella Lavella Island in the Solomon Islands.
  • B. Paipai language
    The Paipai language is an indigenous Yuman language spoken by the Paipai people of northern Baja California, Mexico, and is considered highly endangered.
  • C. Bo language
    Bo language is an extinct Great Andamanese language once spoken by the Bo people of the Andaman Islands in India.
  • D. Shixing language
    The Shixing language is a lesser-known Qiangic language spoken by an ethnic minority community in Sichuan, China, noted for its complex phonology and endangered status.
  • E. Sora language
    Sora language is an Austroasiatic language spoken primarily by the Sora (Saora) tribal communities in eastern India, especially in the states of Odisha and Andhra Pradesh.
  • 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: Bilibil language
Triple: [Bel languages, closelyRelatedTo, Bilibil language]
Generated description
Bilibil is an Oceanic language of the Bel subgroup spoken by the Bilibil people of Papua New Guinea, particularly associated with Bilibil Island near Madang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bilibil language
Target entity description: Bilibil is an Oceanic language of the Bel subgroup spoken by the Bilibil people of Papua New Guinea, particularly associated with Bilibil Island near Madang.
  • A. Bilua language
    The Bilua language is a Papuan language spoken primarily on Vella Lavella Island in the Solomon Islands.
  • B. Paipai language
    The Paipai language is an indigenous Yuman language spoken by the Paipai people of northern Baja California, Mexico, and is considered highly endangered.
  • C. Bo language
    Bo language is an extinct Great Andamanese language once spoken by the Bo people of the Andaman Islands in India.
  • D. Shixing language
    The Shixing language is a lesser-known Qiangic language spoken by an ethnic minority community in Sichuan, China, noted for its complex phonology and endangered status.
  • E. Sora language
    Sora language is an Austroasiatic language spoken primarily by the Sora (Saora) tribal communities in eastern India, especially in the states of Odisha and Andhra Pradesh.
  • 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.