Triple

T7946027
Position Surface form Disambiguated ID Type / Status
Subject Miao languages E184499 entity
Predicate hasBranch P35 FINISHED
Object Western Hmongic
Western Hmongic is a major branch of the Hmongic (Miao) language family spoken primarily in southern China and neighboring regions, encompassing several closely related Hmong dialects.
E184499 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: Western Hmongic | Statement: [Miao languages, hasBranch, Western Hmongic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western Hmongic
Context triple: [Miao languages, hasBranch, Western Hmongic]
  • A. Hmong-Mien
    Hmong-Mien is a small language family of East and Southeast Asia, comprising the Hmong and Mien (Yao) languages spoken mainly in southern China and among diaspora communities in countries such as Laos, Vietnam, Thailand, and the United States.
  • B. Northern Pwo
    Northern Pwo is a Karenic language of the Sino-Tibetan family spoken primarily by Pwo Karen communities in parts of Myanmar and neighboring regions.
  • C. Pahawh Hmong
    Pahawh Hmong is an indigenous script devised in the 20th century specifically for writing the Hmong language, featuring a unique syllabic and tonal system distinct from Latin-based orthographies.
  • D. 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.
  • E. Miao languages
    The Miao languages are a group of Hmong-Mien (Miao-Yao) languages spoken primarily by the Miao people across southern China and parts of Southeast Asia.
  • 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: Western Hmongic
Triple: [Miao languages, hasBranch, Western Hmongic]
Generated description
Western Hmongic is a major branch of the Hmongic (Miao) language family spoken primarily in southern China and neighboring regions, encompassing several closely related Hmong dialects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western Hmongic
Target entity description: Western Hmongic is a major branch of the Hmongic (Miao) language family spoken primarily in southern China and neighboring regions, encompassing several closely related Hmong dialects.
  • A. Hmong-Mien
    Hmong-Mien is a small language family of East and Southeast Asia, comprising the Hmong and Mien (Yao) languages spoken mainly in southern China and among diaspora communities in countries such as Laos, Vietnam, Thailand, and the United States.
  • B. Northern Pwo
    Northern Pwo is a Karenic language of the Sino-Tibetan family spoken primarily by Pwo Karen communities in parts of Myanmar and neighboring regions.
  • C. Pahawh Hmong
    Pahawh Hmong is an indigenous script devised in the 20th century specifically for writing the Hmong language, featuring a unique syllabic and tonal system distinct from Latin-based orthographies.
  • D. 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.
  • E. Miao languages chosen
    The Miao languages are a group of Hmong-Mien (Miao-Yao) languages spoken primarily by the Miao people across southern China and parts of Southeast Asia.
  • 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_69ca8291c2008190b1b8832c87814bcf completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b29a570819091a2ac185a8d57c4 completed March 31, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc5650cfb08190846e040f85c8369d completed March 31, 2026, 11:18 p.m.
NEDg Description generation batch_69cc5ca6efbc819082f4c643446da354 completed March 31, 2026, 11:45 p.m.
NED2 Entity disambiguation (via description) batch_69cc5d6d93f08190b17d6c7a4fad2cf0 completed March 31, 2026, 11:49 p.m.
Created at: March 30, 2026, 5:09 p.m.