Triple

T13047461
Position Surface form Disambiguated ID Type / Status
Subject Lao–Isan cultural area E327360 entity
Predicate hasMajorEthnicGroup P1898 FINISHED
Object Isan people
The Isan people are a Lao-speaking ethnic group of northeastern Thailand known for their distinct culture, language, and traditions that blend Lao and Thai influences.
E1018022 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: Isan people | Statement: [Lao–Isan cultural area, hasMajorEthnicGroup, Isan people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isan people
Context triple: [Lao–Isan cultural area, hasMajorEthnicGroup, Isan people]
  • A. Kalao people
    The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
  • B. 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.
  • C. Thao people
    The Thao people are one of Taiwan’s smallest indigenous groups, traditionally living around Sun Moon Lake in central Taiwan and known for their distinct language and cultural practices.
  • D. 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.
  • E. Tai Daeng people
    The Tai Daeng people are an ethnic Tai group of Southeast Asia, primarily found in Vietnam and Laos, known for their distinct language, traditional textiles, and rich cultural 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: Isan people
Triple: [Lao–Isan cultural area, hasMajorEthnicGroup, Isan people]
Generated description
The Isan people are a Lao-speaking ethnic group of northeastern Thailand known for their distinct culture, language, and traditions that blend Lao and Thai influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isan people
Target entity description: The Isan people are a Lao-speaking ethnic group of northeastern Thailand known for their distinct culture, language, and traditions that blend Lao and Thai influences.
  • A. Kalao people
    The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
  • B. 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.
  • C. Thao people
    The Thao people are one of Taiwan’s smallest indigenous groups, traditionally living around Sun Moon Lake in central Taiwan and known for their distinct language and cultural practices.
  • D. 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.
  • E. Tai Daeng people
    The Tai Daeng people are an ethnic Tai group of Southeast Asia, primarily found in Vietnam and Laos, known for their distinct language, traditional textiles, and rich cultural 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9805125e481908ed56f708de98a9e completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbd8f1308190992c0bd832e1b05e completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd98d29c8190b33cb2cc6c477b1d completed May 3, 2026, 4:22 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce2c7630819091433543dfdf8402 completed May 3, 2026, 4:25 a.m.
Created at: April 9, 2026, 8:57 p.m.