Triple

T365864
Position Surface form Disambiguated ID Type / Status
Subject Asian American E7957 entity
Predicate languageUsed P238 FINISHED
Object 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.
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 | Statement: [Asian American, languageUsed, Hmong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hmong
Context triple: [Asian American, languageUsed, Hmong]
  • A. Hmong American
    Hmong Americans are an ethnic group in the United States with roots in the Hmong communities of Southeast Asia, many of whom arrived as refugees after the Vietnam War and have since established significant communities, particularly in California, Minnesota, and Wisconsin.
  • B. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • C. Karbi people
    The Karbi people are an indigenous ethnic community of Northeast India known for their distinct Tibeto-Burman language, rich oral traditions, and hill-based agrarian lifestyle.
  • D. Mon-Khmer
    Mon-Khmer is a major branch of the Austroasiatic language family that includes numerous languages spoken across mainland Southeast Asia and parts of South Asia.
  • E. Minangkabau
    The Minangkabau are a predominantly Muslim, matrilineal ethnic group from West Sumatra in Indonesia, renowned for their distinctive architecture, rich literary tradition, and strong culture of migration and trade.
  • 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
Triple: [Asian American, languageUsed, Hmong]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hmong
Target entity description: 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.
  • A. Hmong American
    Hmong Americans are an ethnic group in the United States with roots in the Hmong communities of Southeast Asia, many of whom arrived as refugees after the Vietnam War and have since established significant communities, particularly in California, Minnesota, and Wisconsin.
  • B. Bamar
    The Bamar are the largest ethnic group in Myanmar, historically dominant in the country’s politics, culture, and language.
  • C. Karbi people
    The Karbi people are an indigenous ethnic community of Northeast India known for their distinct Tibeto-Burman language, rich oral traditions, and hill-based agrarian lifestyle.
  • D. Mon-Khmer
    Mon-Khmer is a major branch of the Austroasiatic language family that includes numerous languages spoken across mainland Southeast Asia and parts of South Asia.
  • E. Minangkabau
    The Minangkabau are a predominantly Muslim, matrilineal ethnic group from West Sumatra in Indonesia, renowned for their distinctive architecture, rich literary tradition, and strong culture of migration and trade.
  • 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_69a2e7e880008190a6ad7e06e5d03007 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebe7d4d0819083daeb7686ae1914 completed Feb. 28, 2026, 1:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3eca938988190b4490e086f25474e completed March 1, 2026, 7:37 a.m.
NEDg Description generation batch_69a3ede6b21c8190bf5ca0347148c608 completed March 1, 2026, 7:42 a.m.
NED2 Entity disambiguation (via description) batch_69a3ee4e691481908f47635d5a7182c6 completed March 1, 2026, 7:44 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.