Triple

T6148343
Position Surface form Disambiguated ID Type / Status
Subject Kiranti languages E137135 entity
Predicate hasMember P10 FINISHED
Object Chamling language
The Chamling language is a Kiranti Sino-Tibetan language spoken primarily by the Chamling Rai people of eastern Nepal.
 E572258 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: Chamling language | Statement: [Kiranti languages, hasMember, Chamling language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chamling language
Context triple: [Kiranti languages, hasMember, Chamling language]
  • A. Khamti language
    The Khamti language is a Tai-Kadai language spoken primarily by the Khamti people in parts of northeastern India and northern Myanmar, closely related to other Southwestern Tai languages like Thai and Lao.
  • B. 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.
  • C. Chamalal language
    The Chamalal language is a Northeast Caucasian language spoken by the Chamalal people in the western part of Dagestan, Russia.
  • D. Shambala language
    Shambala is a Bantu language spoken primarily by the Shambaa people in the Usambara Mountains of northeastern Tanzania.
  • E. Chambeali language
    Chambeali is an Indo-Aryan language spoken in the Chamba region of Himachal Pradesh in northern 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: Chamling language
Triple: [Kiranti languages, hasMember, Chamling language]
Generated description
The Chamling language is a Kiranti Sino-Tibetan language spoken primarily by the Chamling Rai people of eastern Nepal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chamling language
Target entity description: The Chamling language is a Kiranti Sino-Tibetan language spoken primarily by the Chamling Rai people of eastern Nepal.
  • A. Khamti language
    The Khamti language is a Tai-Kadai language spoken primarily by the Khamti people in parts of northeastern India and northern Myanmar, closely related to other Southwestern Tai languages like Thai and Lao.
  • B. 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.
  • C. Chamalal language
    The Chamalal language is a Northeast Caucasian language spoken by the Chamalal people in the western part of Dagestan, Russia.
  • D. Shambala language
    Shambala is a Bantu language spoken primarily by the Shambaa people in the Usambara Mountains of northeastern Tanzania.
  • E. Chambeali language
    Chambeali is an Indo-Aryan language spoken in the Chamba region of Himachal Pradesh in northern 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_69c008a2c6308190a56519b22d55d083 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05ce07fb081909278088e9e2e2959 completed March 22, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c13603730881909b3991c7262509b5 completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c139f6f11c81909eb0b2ab809de079 completed March 23, 2026, 1:02 p.m.
NED2 Entity disambiguation (via description) batch_69c13a5f53ec8190be24f37fc5fb7f32 completed March 23, 2026, 1:04 p.m.
Created at: March 22, 2026, 4:16 p.m.