Triple

T14686192
Position Surface form Disambiguated ID Type / Status
Subject Haymarket E344912 entity
Predicate hasCulturalCommunity P8961 FINISHED
Object Thai Australian community
The Thai Australian community is a diaspora group in Australia comprising people of Thai ancestry who contribute to the country’s multicultural landscape through their language, cuisine, religious practices, and cultural festivals.
E1113921 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: Thai Australian community | Statement: [Haymarket, hasCulturalCommunity, Thai Australian community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thai Australian community
Context triple: [Haymarket, hasCulturalCommunity, Thai Australian community]
  • 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 people
    Southern Thai people are an ethnic group native to southern Thailand, characterized by their distinct culture, history, and identity within the broader Thai population.
  • C. 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.
  • D. Chinese Thais
    Chinese Thais are an ethnic Chinese community in Thailand whose members have integrated into Thai society while maintaining distinct cultural, linguistic, and commercial traditions.
  • E. Chinese Australians
    Chinese Australians are Australian residents and citizens of Chinese ancestry who form one of the country’s largest and most influential migrant communities, contributing significantly to its cultural, economic, and social life.
  • 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: Thai Australian community
Triple: [Haymarket, hasCulturalCommunity, Thai Australian community]
Generated description
The Thai Australian community is a diaspora group in Australia comprising people of Thai ancestry who contribute to the country’s multicultural landscape through their language, cuisine, religious practices, and cultural festivals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thai Australian community
Target entity description: The Thai Australian community is a diaspora group in Australia comprising people of Thai ancestry who contribute to the country’s multicultural landscape through their language, cuisine, religious practices, and cultural festivals.
  • 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 people
    Southern Thai people are an ethnic group native to southern Thailand, characterized by their distinct culture, history, and identity within the broader Thai population.
  • C. 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.
  • D. Chinese Thais
    Chinese Thais are an ethnic Chinese community in Thailand whose members have integrated into Thai society while maintaining distinct cultural, linguistic, and commercial traditions.
  • E. Chinese Australians
    Chinese Australians are Australian residents and citizens of Chinese ancestry who form one of the country’s largest and most influential migrant communities, contributing significantly to its cultural, economic, and social life.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb58306548190b981956a83a84b95 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde1876fdc81908a4fe3deebb7ff83 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde6c7a8ac8190a80b6c6ed0b5b157 completed May 8, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69fde73ca1dc8190b7fc13d7ffb6daf4 completed May 8, 2026, 1:38 p.m.
Created at: April 10, 2026, 1:28 a.m.