Triple

T17727281
Position Surface form Disambiguated ID Type / Status
Subject Phongsaly Province E442494 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Khmu people
The Khmu people are an indigenous ethnic group of mainland Southeast Asia, primarily inhabiting the mountainous regions of northern Laos and neighboring countries, known for their distinct Mon-Khmer language and traditional swidden agriculture.
E1284876 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 people | Statement: [Phongsaly Province, hasEthnicGroup, Khmu people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khmu people
Context triple: [Phongsaly Province, hasEthnicGroup, Khmu people]
  • A. Pa'O people
    The Pa'O people are an ethnic minority group primarily inhabiting Myanmar’s Shan State, known for their distinct traditional dress, language, and agricultural lifestyle.
  • 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. 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. Mường people
    The Mường people are an indigenous ethnic group of northern Vietnam known for their distinct language, stilt-house villages, and rich oral traditions closely related to those of the Vietnamese (Kinh).
  • E. Tai Lue people
    The Tai Lue people are a Tai ethnic group of mainland Southeast Asia, primarily living in southern China, Laos, Thailand, and Myanmar, known for their distinct language, Theravada Buddhist traditions, and rich textile and architectural heritage.
  • 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 people
Triple: [Phongsaly Province, hasEthnicGroup, Khmu people]
Generated description
The Khmu people are an indigenous ethnic group of mainland Southeast Asia, primarily inhabiting the mountainous regions of northern Laos and neighboring countries, known for their distinct Mon-Khmer language and traditional swidden agriculture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khmu people
Target entity description: The Khmu people are an indigenous ethnic group of mainland Southeast Asia, primarily inhabiting the mountainous regions of northern Laos and neighboring countries, known for their distinct Mon-Khmer language and traditional swidden agriculture.
  • A. Pa'O people
    The Pa'O people are an ethnic minority group primarily inhabiting Myanmar’s Shan State, known for their distinct traditional dress, language, and agricultural lifestyle.
  • 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. 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. Mường people
    The Mường people are an indigenous ethnic group of northern Vietnam known for their distinct language, stilt-house villages, and rich oral traditions closely related to those of the Vietnamese (Kinh).
  • E. Tai Lue people
    The Tai Lue people are a Tai ethnic group of mainland Southeast Asia, primarily living in southern China, Laos, Thailand, and Myanmar, known for their distinct language, Theravada Buddhist traditions, and rich textile and architectural heritage.
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e478e3cb708190b47456ad2008a65e completed April 19, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0242f372c48190b918f21fb3662ff2 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a0244f53f2c81909ee3dc16ff3e512e completed May 11, 2026, 9:07 p.m.
NED2 Entity disambiguation (via description) batch_6a02459d9ab48190b8b28b75f412c64e completed May 11, 2026, 9:09 p.m.
Created at: April 10, 2026, 10:07 a.m.