Triple

T7490487
Position Surface form Disambiguated ID Type / Status
Subject Northern Thailand E176992 entity
Predicate ethnicGroup P194 FINISHED
Object Northern Thai people
The Northern Thai people, also known as Khon Mueang, are a Tai ethnic group native to the mountainous Lanna region of northern Thailand, distinguished by their own language, customs, and cultural traditions.
E668780 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: Northern Thai people | Statement: [Northern Thailand, ethnicGroup, Northern Thai people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Thai people
Context triple: [Northern Thailand, ethnicGroup, Northern Thai people]
  • A. Thai people
    Thai people are a Tai ethnic group native to Thailand, forming the country’s majority population and shaping its language, culture, and national identity.
  • B. Southern Thai Malays
    Southern Thai Malays are an ethnic Malay Muslim community in southern Thailand, culturally and linguistically related to Malays in neighboring Malaysia and Indonesia while maintaining distinct local traditions.
  • C. Western Thailand
    Western Thailand is a geographic region of Thailand along the border with Myanmar, known for its mountainous terrain, border towns, and diverse ethnic communities.
  • D. Northern Thai language
    The Northern Thai language is a Tai-Kadai language spoken primarily in northern Thailand, known for its distinct phonology, vocabulary, and traditional literary heritage separate from Standard Thai.
  • E. 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.
  • 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: Northern Thai people
Triple: [Northern Thailand, ethnicGroup, Northern Thai people]
Generated description
The Northern Thai people, also known as Khon Mueang, are a Tai ethnic group native to the mountainous Lanna region of northern Thailand, distinguished by their own language, customs, and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Thai people
Target entity description: The Northern Thai people, also known as Khon Mueang, are a Tai ethnic group native to the mountainous Lanna region of northern Thailand, distinguished by their own language, customs, and cultural traditions.
  • A. Thai people
    Thai people are a Tai ethnic group native to Thailand, forming the country’s majority population and shaping its language, culture, and national identity.
  • B. Southern Thai Malays
    Southern Thai Malays are an ethnic Malay Muslim community in southern Thailand, culturally and linguistically related to Malays in neighboring Malaysia and Indonesia while maintaining distinct local traditions.
  • C. Lanna people chosen
    The Lanna people are a Tai ethnic group from Northern Thailand known for their distinct language, culture, and traditions, including elaborate festivals and crafts.
  • D. Western Thailand
    Western Thailand is a geographic region of Thailand along the border with Myanmar, known for its mountainous terrain, border towns, and diverse ethnic communities.
  • E. Northern Thai language
    The Northern Thai language is a Tai-Kadai language spoken primarily in northern Thailand, known for its distinct phonology, vocabulary, and traditional literary heritage separate from Standard Thai.
  • 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_69c69f2583808190bd1a4936c42a5815 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f55bdb3481908653b46eafba011d completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c71f5748190bdda4cf9b8dfc6ea completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83e7b2ab08190a5ecb9b87af067a5 completed March 28, 2026, 8:47 p.m.
NED2 Entity disambiguation (via description) batch_69c842bad1e8819093bf61d9480dbd22 completed March 28, 2026, 9:06 p.m.
Created at: March 27, 2026, 3:43 p.m.