Triple

T6550776
Position Surface form Disambiguated ID Type / Status
Subject songkok E151122 entity
Predicate usedByEthnicGroup P4709 FINISHED
Object 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.
E605514 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 Malays | Statement: [songkok, usedByEthnicGroup, Southern Thai Malays]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Thai Malays
Context triple: [songkok, usedByEthnicGroup, Southern Thai Malays]
  • A. 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.
  • 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. 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. Northeastern Thailand
    Northeastern Thailand is a largely rural, culturally distinct region of Thailand known for its Isan culture, cuisine, and plateau landscape bordering Laos and Cambodia.
  • 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 Malays
Triple: [songkok, usedByEthnicGroup, Southern Thai Malays]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Thai Malays
Target entity description: 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.
  • A. 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.
  • 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. 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. Northeastern Thailand
    Northeastern Thailand is a largely rural, culturally distinct region of Thailand known for its Isan culture, cuisine, and plateau landscape bordering Laos and Cambodia.
  • 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_69c687f3fd60819083bfa583e5bcfa71 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ae04affc8190826ee033849f2d42 completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55113408190b96baf2747f36e3c completed March 27, 2026, 7:06 p.m.
NEDg Description generation batch_69c6d82753288190bb8cd18254feee2d completed March 27, 2026, 7:19 p.m.
NED2 Entity disambiguation (via description) batch_69c6d92bc2508190b0e1eaf8b46c958e completed March 27, 2026, 7:23 p.m.
Created at: March 27, 2026, 1:51 p.m.