Triple

T6365856
Position Surface form Disambiguated ID Type / Status
Subject Nghe An Province E143226 entity
Predicate ethnicGroups P1898 FINISHED
Object Khmu
The Khmu are an indigenous ethnic group of mainland Southeast Asia, primarily residing in Laos and neighboring regions, known for their distinct Mon-Khmer language and upland agricultural traditions.
E216896 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: Khmu | Statement: [Nghe An Province, ethnicGroups, Khmu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khmu
Context triple: [Nghe An Province, ethnicGroups, Khmu]
  • A. 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.
  • B. 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.
  • C. Bahnar
    The Bahnar are an indigenous ethnic group of Vietnam known for their distinct Austroasiatic language, communal stilt houses, and rich gong-based musical traditions.
  • D. Bahnaric
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • E. Muong
    The Muong are an indigenous ethnic group of Vietnam, culturally and linguistically related to the Kinh (Vietnamese) majority but maintaining distinct traditional customs and social structures.
  • 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: Khmu
Triple: [Nghe An Province, ethnicGroups, Khmu]
Generated description
The Khmu are an indigenous ethnic group of mainland Southeast Asia, primarily residing in Laos and neighboring regions, known for their distinct Mon-Khmer language and upland agricultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khmu
Target entity description: The Khmu are an indigenous ethnic group of mainland Southeast Asia, primarily residing in Laos and neighboring regions, known for their distinct Mon-Khmer language and upland agricultural traditions.
  • A. 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.
  • B. 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.
  • C. Bahnar
    The Bahnar are an indigenous ethnic group of Vietnam known for their distinct Austroasiatic language, communal stilt houses, and rich gong-based musical traditions.
  • D. Bahnaric chosen
    Bahnaric is a branch of the Austroasiatic language family spoken primarily in Vietnam, Laos, and Cambodia by various indigenous ethnic groups.
  • E. Muong
    The Muong are an indigenous ethnic group of Vietnam, culturally and linguistically related to the Kinh (Vietnamese) majority but maintaining distinct traditional customs and social structures.
  • 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_69c008d8c61081908bcaf61510d881ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c068106e18819087ed2e9841d2b365 completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6386c7f68819094595d5339deae2a completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c6394e514481909c7ea6041b942e47 completed March 27, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69c639b5311c8190b707212af9d37689 completed March 27, 2026, 8:03 a.m.
Created at: March 22, 2026, 4:32 p.m.