Triple

T13663415
Position Surface form Disambiguated ID Type / Status
Subject Statistics Canada E327053 entity
Predicate conducts P1554 FINISHED
Object Labour Force Survey
The Labour Force Survey is Canada’s official monthly household survey that measures key labour market indicators such as employment, unemployment, and participation rates.
 E1053442 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: Labour Force Survey | Statement: [Statistics Canada, conducts, Labour Force Survey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Labour Force Survey
Context triple: [Statistics Canada, conducts, Labour Force Survey]
  • A. Current Population Survey
    The Current Population Survey is a monthly U.S. household survey conducted by the Census Bureau and Bureau of Labor Statistics that provides key labor force statistics such as unemployment and employment levels.
  • B. Current Employment Statistics survey
    The Current Employment Statistics survey is a major U.S. Bureau of Labor Statistics program that provides monthly estimates of nonfarm payroll employment, hours, and earnings based on a large sample of businesses and government agencies.
  • C. Household Survey
    The Household Survey is a U.S. labor force survey of individuals and households that provides key measures such as unemployment, employment, and labor force participation.
  • D. Quarterly Census of Employment and Wages
    The Quarterly Census of Employment and Wages is a comprehensive U.S. Bureau of Labor Statistics program that provides detailed quarterly data on employment and wage levels by industry and geography.
  • E. American Community Survey
    The American Community Survey is an ongoing nationwide survey conducted by the U.S. Census Bureau that provides detailed annual demographic, social, economic, and housing data about the U.S. population.
  • 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: Labour Force Survey
Triple: [Statistics Canada, conducts, Labour Force Survey]
Generated description
The Labour Force Survey is Canada’s official monthly household survey that measures key labour market indicators such as employment, unemployment, and participation rates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Labour Force Survey
Target entity description: The Labour Force Survey is Canada’s official monthly household survey that measures key labour market indicators such as employment, unemployment, and participation rates.
  • A. Current Population Survey
    The Current Population Survey is a monthly U.S. household survey conducted by the Census Bureau and Bureau of Labor Statistics that provides key labor force statistics such as unemployment and employment levels.
  • B. Current Employment Statistics survey
    The Current Employment Statistics survey is a major U.S. Bureau of Labor Statistics program that provides monthly estimates of nonfarm payroll employment, hours, and earnings based on a large sample of businesses and government agencies.
  • C. Household Survey
    The Household Survey is a U.S. labor force survey of individuals and households that provides key measures such as unemployment, employment, and labor force participation.
  • D. Quarterly Census of Employment and Wages
    The Quarterly Census of Employment and Wages is a comprehensive U.S. Bureau of Labor Statistics program that provides detailed quarterly data on employment and wage levels by industry and geography.
  • E. American Community Survey
    The American Community Survey is an ongoing nationwide survey conducted by the U.S. Census Bureau that provides detailed annual demographic, social, economic, and housing data about the U.S. population.
  • 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_69d8076d8270819092afc2f0e9c359a8 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc622a07c81909ef7fb55e719dd9a completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78b0ac4c88190ab6f753c6847eb6e completed May 3, 2026, 5:51 p.m.
NEDg Description generation batch_69f78cdf1a74819087b0370060ddfa99 completed May 3, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69f78e00007c81909007a751fd4625c2 completed May 3, 2026, 6:03 p.m.
Created at: April 9, 2026, 9:52 p.m.