Triple

T3116697
Position Surface form Disambiguated ID Type / Status
Subject Lao script E65078 entity
Predicate usedByCommunity P7159 FINISHED
Object Lao people
Lao people are a Southeast Asian ethnic group primarily inhabiting Laos, known for their Tai-Kadai language, Theravada Buddhist traditions, and rich cultural heritage in music, dance, and textiles.
E329586 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: Lao people | Statement: [Lao script, usedByCommunity, Lao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lao people
Context triple: [Lao script, usedByCommunity, Lao 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. Vietic peoples
    The Vietic peoples are an ethnolinguistic group of Southeast Asia speaking Vietic (a branch of the Austroasiatic) languages, including the majority Kinh of Vietnam and several smaller highland and minority communities.
  • D. Zhuang people
    The Zhuang people are one of the largest ethnic minorities in China, primarily inhabiting the Guangxi Zhuang Autonomous Region and known for their Tai-related language, rich folk songs, and distinctive agricultural and festival traditions.
  • E. 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.
  • 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: Lao people
Triple: [Lao script, usedByCommunity, Lao people]
Generated description
Lao people are a Southeast Asian ethnic group primarily inhabiting Laos, known for their Tai-Kadai language, Theravada Buddhist traditions, and rich cultural heritage in music, dance, and textiles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lao people
Target entity description: Lao people are a Southeast Asian ethnic group primarily inhabiting Laos, known for their Tai-Kadai language, Theravada Buddhist traditions, and rich cultural heritage in music, dance, and textiles.
  • 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. Vietic peoples
    The Vietic peoples are an ethnolinguistic group of Southeast Asia speaking Vietic (a branch of the Austroasiatic) languages, including the majority Kinh of Vietnam and several smaller highland and minority communities.
  • D. Zhuang people
    The Zhuang people are one of the largest ethnic minorities in China, primarily inhabiting the Guangxi Zhuang Autonomous Region and known for their Tai-related language, rich folk songs, and distinctive agricultural and festival traditions.
  • E. 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.
  • 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_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada4e5d1488190a2ab199625fdf05d completed March 8, 2026, 4:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f606fc881908754a78e6aa2de64 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2134b5eac8190adadc4a27cfe10c7 completed March 12, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_69b216fcb1a881908edeadc639de31ae completed March 12, 2026, 1:29 a.m.
Created at: March 8, 2026, 3:04 p.m.