Triple

T8670983
Position Surface form Disambiguated ID Type / Status
Subject Siamese E205794 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Central Thai
Central Thai are the dominant ethnic group of Thailand, primarily inhabiting the central plains and serving as the cultural and linguistic basis for standard Thai identity.
E750129 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: Central Thai | Statement: [Siamese, relatedEthnicGroup, Central Thai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Thai
Context triple: [Siamese, relatedEthnicGroup, Central Thai]
  • A. 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.
  • B. 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.
  • C. Central Thailand
    Central Thailand is a fertile, densely populated region of Thailand that forms the country’s political and economic heartland, centered around the capital city Bangkok and extensive rice-growing plains.
  • D. THAI
    THAI is the airline callsign used by Thai Airways International, the flag carrier of Thailand.
  • E. 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.
  • 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: Central Thai
Triple: [Siamese, relatedEthnicGroup, Central Thai]
Generated description
Central Thai are the dominant ethnic group of Thailand, primarily inhabiting the central plains and serving as the cultural and linguistic basis for standard Thai identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Thai
Target entity description: Central Thai are the dominant ethnic group of Thailand, primarily inhabiting the central plains and serving as the cultural and linguistic basis for standard Thai identity.
  • A. 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.
  • B. 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.
  • C. Central Thailand
    Central Thailand is a fertile, densely populated region of Thailand that forms the country’s political and economic heartland, centered around the capital city Bangkok and extensive rice-growing plains.
  • D. THAI
    THAI is the airline callsign used by Thai Airways International, the flag carrier of Thailand.
  • E. 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.
  • 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_69ca83529a9c8190b5c075b4f14636ed completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc4918e3a88190b3c49043211840fd completed March 31, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd2b996481908da33fbd95494376 completed April 2, 2026, 8:10 p.m.
NEDg Description generation batch_69cece8fcbcc8190832a66287bc8f833 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecff48600819086a15700cb947056 completed April 2, 2026, 8:22 p.m.
Created at: March 30, 2026, 6:31 p.m.