Triple

T6148344
Position Surface form Disambiguated ID Type / Status
Subject Kiranti languages E137135 entity
Predicate hasMember P10 FINISHED
Object Khaling language
The Khaling language is a Kiranti Sino-Tibetan language spoken by the Khaling ethnic group in eastern Nepal, noted for its complex verbal morphology and rich consonant system.
 E573216 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: Khaling language | Statement: [Kiranti languages, hasMember, Khaling language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khaling language
Context triple: [Kiranti languages, hasMember, Khaling 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. Chamling language
    The Chamling language is a Kiranti Sino-Tibetan language spoken primarily by the Chamling Rai people of eastern Nepal.
  • C. Thulung language
    The Thulung language is a Sino-Tibetan language spoken by the Thulung Rai people of eastern Nepal, belonging to the Kiranti branch and known for its complex verbal morphology.
  • D. Nyishi language
    The Nyishi language is a Tani (Tibeto-Burman) language spoken primarily by the Nyishi people of Arunachal Pradesh in northeastern India.
  • E. Lhaq’temish language
    The Lhaq’temish language is a Coast Salish language traditionally spoken by the Lummi people of the Pacific Northwest Coast in what is now Washington State.
  • 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: Khaling language
Triple: [Kiranti languages, hasMember, Khaling language]
Generated description
The Khaling language is a Kiranti Sino-Tibetan language spoken by the Khaling ethnic group in eastern Nepal, noted for its complex verbal morphology and rich consonant system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khaling language
Target entity description: The Khaling language is a Kiranti Sino-Tibetan language spoken by the Khaling ethnic group in eastern Nepal, noted for its complex verbal morphology and rich consonant system.
  • 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. Chamling language
    The Chamling language is a Kiranti Sino-Tibetan language spoken primarily by the Chamling Rai people of eastern Nepal.
  • C. Thulung language
    The Thulung language is a Sino-Tibetan language spoken by the Thulung Rai people of eastern Nepal, belonging to the Kiranti branch and known for its complex verbal morphology.
  • D. Nyishi language
    The Nyishi language is a Tani (Tibeto-Burman) language spoken primarily by the Nyishi people of Arunachal Pradesh in northeastern India.
  • E. Lhaq’temish language
    The Lhaq’temish language is a Coast Salish language traditionally spoken by the Lummi people of the Pacific Northwest Coast in what is now Washington State.
  • 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_69c141777d808190ad36b574356ca715 completed March 23, 2026, 1:34 p.m.
NEDg Description generation batch_69c1460fead08190ae80e7c130753a73 completed March 23, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_69c1466aeccc8190b541915bc041c6cc completed March 23, 2026, 1:55 p.m.
Created at: March 22, 2026, 4:16 p.m.