Triple

T23043882
Position Surface form Disambiguated ID Type / Status
Subject Wayao E573819 entity
Predicate hasEthnicLanguage P35871 FINISHED
Object Iu Mien language
The Iu Mien language is a Hmong-Mien (Mienic) language spoken primarily by the Iu Mien people in southern China and among diaspora communities in Southeast Asia and the United States.
E1569040 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: Iu Mien language | Statement: [Wayao, hasEthnicLanguage, Iu Mien language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iu Mien language
Context triple: [Wayao, hasEthnicLanguage, Iu Mien language]
  • A. Tai Nüa language
    The Tai Nüa language is a Southwestern Tai language spoken primarily by the Tai Nüa people in parts of China and Southeast Asia, closely related to other Tai languages such as Thai and Lao.
  • B. Maonan language
    The Maonan language is a Kam–Sui language of the Tai–Kadai family spoken primarily by the Maonan ethnic group in southern China.
  • C. Wik-Mungkan language
    Wik-Mungkan is an Australian Aboriginal language spoken by the Wik-Mungkan people of Cape York Peninsula in Queensland and is one of the better-documented members of the Pama–Nyungan family.
  • D. 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.
  • E. Rengma language
    Rengma language is a Tibeto-Burman language spoken primarily by the Rengma Naga people in the northeastern region of 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: Iu Mien language
Triple: [Wayao, hasEthnicLanguage, Iu Mien language]
Generated description
The Iu Mien language is a Hmong-Mien (Mienic) language spoken primarily by the Iu Mien people in southern China and among diaspora communities in Southeast Asia and the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iu Mien language
Target entity description: The Iu Mien language is a Hmong-Mien (Mienic) language spoken primarily by the Iu Mien people in southern China and among diaspora communities in Southeast Asia and the United States.
  • A. Tai Nüa language
    The Tai Nüa language is a Southwestern Tai language spoken primarily by the Tai Nüa people in parts of China and Southeast Asia, closely related to other Tai languages such as Thai and Lao.
  • B. Maonan language
    The Maonan language is a Kam–Sui language of the Tai–Kadai family spoken primarily by the Maonan ethnic group in southern China.
  • C. Wik-Mungkan language
    Wik-Mungkan is an Australian Aboriginal language spoken by the Wik-Mungkan people of Cape York Peninsula in Queensland and is one of the better-documented members of the Pama–Nyungan family.
  • D. 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.
  • E. Rengma language
    Rengma language is a Tibeto-Burman language spoken primarily by the Rengma Naga people in the northeastern region of 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_69e245b9c11481909d06c872214d21af completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18517083c8190a0850da5440e0a73 completed April 29, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0ad85abc8190ab6328224aa3320f completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0f873d588190be23c0040c50024c completed May 19, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0fe69cf0819091fe545b9fdfeaca completed May 19, 2026, 7:23 a.m.
Created at: April 17, 2026, 3:54 p.m.