Triple

T2495576
Position Surface form Disambiguated ID Type / Status
Subject Pakistani diaspora E52144 entity
Predicate hasSubgroup P747 FINISHED
Object Pakistani Australians
Pakistani Australians are Australian residents and citizens of Pakistani origin who contribute to the country’s multicultural society through their cultural, economic, and professional activities.
E276679 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: Pakistani Australians | Statement: [Pakistani diaspora, hasSubgroup, Pakistani Australians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pakistani Australians
Context triple: [Pakistani diaspora, hasSubgroup, Pakistani Australians]
  • A. Pakistani Canadians
    Pakistani Canadians are Canadian residents and citizens of Pakistani origin who contribute to the country’s cultural, economic, and social life while maintaining strong ties to Pakistani heritage.
  • B. Pakistani diaspora
    The Pakistani diaspora comprises people of Pakistani origin living outside Pakistan who maintain cultural, social, and often political ties to their homeland.
  • C. Pakistani American
    A Pakistani American is a U.S. resident or citizen of Pakistani ancestry, forming part of the broader Asian American community.
  • D. Pakistani people
    Pakistani people are the citizens and ethnic groups of Pakistan, a diverse South Asian nation formed in 1947 with a rich cultural, linguistic, and religious heritage.
  • E. Pakistani New Zealander
    A Pakistani New Zealander is a New Zealand resident or citizen of Pakistani origin, forming part of the country’s broader South Asian diaspora and contributing to its cultural, social, and economic 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: Pakistani Australians
Triple: [Pakistani diaspora, hasSubgroup, Pakistani Australians]
Generated description
Pakistani Australians are Australian residents and citizens of Pakistani origin who contribute to the country’s multicultural society through their cultural, economic, and professional activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pakistani Australians
Target entity description: Pakistani Australians are Australian residents and citizens of Pakistani origin who contribute to the country’s multicultural society through their cultural, economic, and professional activities.
  • A. Pakistani Canadians
    Pakistani Canadians are Canadian residents and citizens of Pakistani origin who contribute to the country’s cultural, economic, and social life while maintaining strong ties to Pakistani heritage.
  • B. Pakistani diaspora
    The Pakistani diaspora comprises people of Pakistani origin living outside Pakistan who maintain cultural, social, and often political ties to their homeland.
  • C. Pakistani American
    A Pakistani American is a U.S. resident or citizen of Pakistani ancestry, forming part of the broader Asian American community.
  • D. Pakistani people
    Pakistani people are the citizens and ethnic groups of Pakistan, a diverse South Asian nation formed in 1947 with a rich cultural, linguistic, and religious heritage.
  • E. Pakistani New Zealander
    A Pakistani New Zealander is a New Zealand resident or citizen of Pakistani origin, forming part of the country’s broader South Asian diaspora and contributing to its cultural, social, and economic 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd19541048190b9e39db119c20fe8 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5ce4dc2c8190a1327794ac1d1b15 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5dd89fe48190a99b2bea591818cd completed March 9, 2026, 11:55 p.m.
NED2 Entity disambiguation (via description) batch_69af5e8583408190862ba4e13bf81cbd completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:45 p.m.