Triple

T13299481
Position Surface form Disambiguated ID Type / Status
Subject Lao–Phuthai languages E316768 entity
Predicate associatedEthnicGroup P194 FINISHED
Object Phuthai people
The Phuthai people are an ethnic group of Southeast Asia, primarily living in Laos and northeastern Thailand, known for their distinct Tai language, traditional weaving, and rich folk music and dance.
E1035004 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: Phuthai people | Statement: [Lao–Phuthai languages, associatedEthnicGroup, Phuthai people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Phuthai people
Context triple: [Lao–Phuthai languages, associatedEthnicGroup, Phuthai people]
  • A. Tai Phake people
    The Tai Phake people are a small Tai ethnic group primarily living in northeastern India, known for preserving their distinct language, Theravada Buddhist traditions, and cultural practices.
  • B. 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.
  • C. Klao people
    The Klao people are an ethnic group of West Africa, primarily in Liberia and neighboring countries, known for speaking the Klao (Kru) language and maintaining rich maritime and trading traditions.
  • D. Tonsawang people
    The Tonsawang people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian language and traditional cultural practices.
  • 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: Phuthai people
Triple: [Lao–Phuthai languages, associatedEthnicGroup, Phuthai people]
Generated description
The Phuthai people are an ethnic group of Southeast Asia, primarily living in Laos and northeastern Thailand, known for their distinct Tai language, traditional weaving, and rich folk music and dance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Phuthai people
Target entity description: The Phuthai people are an ethnic group of Southeast Asia, primarily living in Laos and northeastern Thailand, known for their distinct Tai language, traditional weaving, and rich folk music and dance.
  • A. Tai Phake people
    The Tai Phake people are a small Tai ethnic group primarily living in northeastern India, known for preserving their distinct language, Theravada Buddhist traditions, and cultural practices.
  • B. 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.
  • C. Klao people
    The Klao people are an ethnic group of West Africa, primarily in Liberia and neighboring countries, known for speaking the Klao (Kru) language and maintaining rich maritime and trading traditions.
  • D. Tonsawang people
    The Tonsawang people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian language and traditional cultural practices.
  • 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_69d806b40ab4819094adf6c374f4811a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990a43ed88190a8dbbbd7d6d62dc4 completed April 11, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f262fd88190ba8871f8761a660b completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f720bb48f081908d67d330dcfc2953 completed May 3, 2026, 10:17 a.m.
NED2 Entity disambiguation (via description) batch_69f721baaf34819081113c586fae013f completed May 3, 2026, 10:21 a.m.
Created at: April 9, 2026, 9:28 p.m.