Triple

T2957628
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Tai E79969 entity
Predicate hasMajorLanguage P207 FINISHED
Object Southern Thai language
The Southern Thai language is a Tai-Kadai language spoken primarily in southern Thailand, known for its distinct phonology and vocabulary compared to Standard Thai.
E316764 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: Southern Thai language | Statement: [Southwestern Tai, hasMajorLanguage, Southern Thai language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Thai language
Context triple: [Southwestern Tai, hasMajorLanguage, Southern Thai language]
  • A. 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.
  • B. southern Thailand
    Southern Thailand is the culturally diverse, predominantly Malay-influenced southern region of Thailand, known for its tropical coasts, Islamic heritage, and proximity to Malaysia.
  • C. THAI
    THAI is the airline callsign used by Thai Airways International, the flag carrier of Thailand.
  • D. Southwestern Tai
    Southwestern Tai is a branch of the Tai language family that includes major languages such as Thai and Lao, spoken primarily in mainland Southeast Asia.
  • E. Tai Lue language
    Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
  • 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: Southern Thai language
Triple: [Southwestern Tai, hasMajorLanguage, Southern Thai language]
Generated description
The Southern Thai language is a Tai-Kadai language spoken primarily in southern Thailand, known for its distinct phonology and vocabulary compared to Standard Thai.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Thai language
Target entity description: The Southern Thai language is a Tai-Kadai language spoken primarily in southern Thailand, known for its distinct phonology and vocabulary compared to Standard Thai.
  • A. 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.
  • B. southern Thailand
    Southern Thailand is the culturally diverse, predominantly Malay-influenced southern region of Thailand, known for its tropical coasts, Islamic heritage, and proximity to Malaysia.
  • C. THAI
    THAI is the airline callsign used by Thai Airways International, the flag carrier of Thailand.
  • D. Southwestern Tai
    Southwestern Tai is a branch of the Tai language family that includes major languages such as Thai and Lao, spoken primarily in mainland Southeast Asia.
  • E. Tai Lue language
    Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad992b33e081909d22a19d5064c47d completed March 8, 2026, 3:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108de7e3c81908b1fee310515e4c1 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10cae699481908b4cca2c7e66616c completed March 11, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_69b10d22bbd48190b9878b4b0421c004 completed March 11, 2026, 6:35 a.m.
Created at: March 8, 2026, 2:57 p.m.