Triple

T6148346
Position Surface form Disambiguated ID Type / Status
Subject Kiranti languages E137135 entity
Predicate hasMember P10 FINISHED
Object 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.
 E572260 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: Thulung language | Statement: [Kiranti languages, hasMember, Thulung language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thulung language
Context triple: [Kiranti languages, hasMember, Thulung language]
  • A. Kumaoni language
    Kumaoni language is an Indo-Aryan language of the Central Pahari group spoken primarily in the Kumaon region of Uttarakhand, India.
  • B. Lavrung language
    The Lavrung language is a lesser-known Sino-Tibetan language spoken by ethnic communities in western China, classified within the Qiangic branch.
  • C. Shambala language
    Shambala is a Bantu language spoken primarily by the Shambaa people in the Usambara Mountains of northeastern Tanzania.
  • D. 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.
  • E. 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.
  • 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: Thulung language
Triple: [Kiranti languages, hasMember, Thulung language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thulung language
Target entity description: 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.
  • A. Kumaoni language
    Kumaoni language is an Indo-Aryan language of the Central Pahari group spoken primarily in the Kumaon region of Uttarakhand, India.
  • B. Lavrung language
    The Lavrung language is a lesser-known Sino-Tibetan language spoken by ethnic communities in western China, classified within the Qiangic branch.
  • C. Shambala language
    Shambala is a Bantu language spoken primarily by the Shambaa people in the Usambara Mountains of northeastern Tanzania.
  • D. 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.
  • E. 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.
  • 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.