Triple

T9551022
Position Surface form Disambiguated ID Type / Status
Subject Pearic languages E230420 entity
Predicate hasMember P10 FINISHED
Object Chung language
The Chung language is a lesser-known Pearic language spoken by indigenous communities in parts of mainland Southeast Asia, likely Cambodia or neighboring regions.
E805416 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: Chung language | Statement: [Pearic languages, hasMember, Chung language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chung language
Context triple: [Pearic languages, hasMember, Chung language]
  • A. Chewong language
    The Chewong language is an indigenous Austroasiatic language spoken by the Chewong people of Peninsular Malaysia, known for its rich oral tradition and detailed vocabulary related to the forest environment.
  • B. Chonan languages
    The Chonan languages are an extinct family of indigenous languages once spoken in southern Patagonia and Tierra del Fuego in southern South America.
  • C. Tai Khamyang language
    The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
  • D. Cham language
    Cham language is an Austronesian language historically spoken by the Cham people of mainland Southeast Asia, particularly in present-day Vietnam and Cambodia.
  • E. Jangil language
    The Jangil language is an extinct and poorly documented Ongan language once spoken by the Jangil (Rutland Island) people of the Andaman Islands in India.
  • 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: Chung language
Triple: [Pearic languages, hasMember, Chung language]
Generated description
The Chung language is a lesser-known Pearic language spoken by indigenous communities in parts of mainland Southeast Asia, likely Cambodia or neighboring regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chung language
Target entity description: The Chung language is a lesser-known Pearic language spoken by indigenous communities in parts of mainland Southeast Asia, likely Cambodia or neighboring regions.
  • A. Chewong language
    The Chewong language is an indigenous Austroasiatic language spoken by the Chewong people of Peninsular Malaysia, known for its rich oral tradition and detailed vocabulary related to the forest environment.
  • B. Chonan languages
    The Chonan languages are an extinct family of indigenous languages once spoken in southern Patagonia and Tierra del Fuego in southern South America.
  • C. Tai Khamyang language
    The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
  • D. Cham language
    Cham language is an Austronesian language historically spoken by the Cham people of mainland Southeast Asia, particularly in present-day Vietnam and Cambodia.
  • E. Jangil language
    The Jangil language is an extinct and poorly documented Ongan language once spoken by the Jangil (Rutland Island) people of the Andaman Islands in India.
  • 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_69ca847d3be8819099c9dad2a7e786f1 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd991df7308190a56d95f195627513 completed April 1, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c85b9208190acf98fa985b0f01f completed April 4, 2026, 5:38 p.m.
NEDg Description generation batch_69d14d0c39c88190a705470104dc7b80 completed April 4, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69d14d79065081908a4e619c71e0d359 completed April 4, 2026, 5:42 p.m.
Created at: March 30, 2026, 8:02 p.m.