Triple

T1173220
Position Surface form Disambiguated ID Type / Status
Subject Sino-Tibetan languages E24959 entity
Predicate neighboringFamily P24618 FINISHED
Object Hmong-Mien languages
The Hmong-Mien languages are a small family of tonal languages spoken primarily in southern China and Southeast Asia, known for their complex phonology and long-standing contact with neighboring Sino-Tibetan and Tai-Kadai languages.
E46755 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: Hmong-Mien languages | Statement: [Sino-Tibetan languages, neighboringFamily, Hmong-Mien languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hmong-Mien languages
Context triple: [Sino-Tibetan languages, neighboringFamily, Hmong-Mien languages]
  • A. Sino-Tibetan languages
    The Sino-Tibetan languages are a major language family of East, Southeast, and South Asia that includes Chinese, Tibetan, Burmese, and numerous related languages spoken by over a billion people.
  • B. Wintuan languages
    Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
  • C. Qiangic languages
    Qiangic languages are a branch of the Sino-Tibetan language family spoken primarily by ethnic groups in Sichuan and nearby regions of southwestern China, noted for their complex phonology and grammatical structures.
  • D. Zhuang language
    The Zhuang language is a Tai-Kadai language spoken primarily by the Zhuang ethnic group in Guangxi and surrounding regions of southern China.
  • E. Hmong
    Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
  • 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: Hmong-Mien languages
Triple: [Sino-Tibetan languages, neighboringFamily, Hmong-Mien languages]
Generated description
The Hmong-Mien languages are a small family of tonal languages spoken primarily in southern China and Southeast Asia, known for their complex phonology and long-standing contact with neighboring Sino-Tibetan and Tai-Kadai languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hmong-Mien languages
Target entity description: The Hmong-Mien languages are a small family of tonal languages spoken primarily in southern China and Southeast Asia, known for their complex phonology and long-standing contact with neighboring Sino-Tibetan and Tai-Kadai languages.
  • A. Sino-Tibetan languages
    The Sino-Tibetan languages are a major language family of East, Southeast, and South Asia that includes Chinese, Tibetan, Burmese, and numerous related languages spoken by over a billion people.
  • B. Wintuan languages
    Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
  • C. Qiangic languages
    Qiangic languages are a branch of the Sino-Tibetan language family spoken primarily by ethnic groups in Sichuan and nearby regions of southwestern China, noted for their complex phonology and grammatical structures.
  • D. Zhuang language
    The Zhuang language is a Tai-Kadai language spoken primarily by the Zhuang ethnic group in Guangxi and surrounding regions of southern China.
  • E. Hmong chosen
    Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
  • F. None of above.

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_69a494082a7c819095004f423f294a64 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bf13ab648190931dea78202096e4 completed March 1, 2026, 10:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7645abc8819086de42185bd403ed completed March 7, 2026, 7:02 p.m.
NEDg Description generation batch_69ac76f20f308190be3c831eb2d59763 completed March 7, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69ac77585c708190b5f4b239d9574cd7 completed March 7, 2026, 7:07 p.m.
Created at: March 1, 2026, 7:45 p.m.