Triple

T7946029
Position Surface form Disambiguated ID Type / Status
Subject Miao languages E184499 entity
Predicate hasBranch P35 FINISHED
Object Eastern Hmongic
Eastern Hmongic is a subgroup of the Hmongic (Miao) languages spoken primarily in parts of southern China, characterized by distinct tonal and phonological features.
E710000 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: Eastern Hmongic | Statement: [Miao languages, hasBranch, Eastern Hmongic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eastern Hmongic
Context triple: [Miao languages, hasBranch, Eastern 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. 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.
  • 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. 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.
  • E. Vietnamese–Mường subgroup
    The Vietnamese–Mường subgroup is a branch of the Vietic language family that includes Vietnamese and closely related Mường varieties spoken primarily in Vietnam.
  • 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: Eastern Hmongic
Triple: [Miao languages, hasBranch, Eastern Hmongic]
Generated description
Eastern Hmongic is a subgroup of the Hmongic (Miao) languages spoken primarily in parts of southern China, characterized by distinct tonal and phonological features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eastern Hmongic
Target entity description: Eastern Hmongic is a subgroup of the Hmongic (Miao) languages spoken primarily in parts of southern China, characterized by distinct tonal and phonological features.
  • 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. 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.
  • 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. 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.
  • E. Vietnamese–Mường subgroup
    The Vietnamese–Mường subgroup is a branch of the Vietic language family that includes Vietnamese and closely related Mường varieties spoken primarily in Vietnam.
  • 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_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_69cc63ad5fbc819082f7900cd618bd0e completed April 1, 2026, 12:15 a.m.
NEDg Description generation batch_69cc67a1ff988190b466317388d86747 completed April 1, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cc68dbfe688190829e46d5d3748b87 completed April 1, 2026, 12:37 a.m.
Created at: March 30, 2026, 5:09 p.m.