Triple

T13663417
Position Surface form Disambiguated ID Type / Status
Subject Statistics Canada E327053 entity
Predicate conducts P1554 FINISHED
Object Survey of Household Spending
The Survey of Household Spending is a national Canadian survey that collects detailed information on how households allocate their income across various goods, services, and living expenses.
 E1053444 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: Survey of Household Spending | Statement: [Statistics Canada, conducts, Survey of Household Spending]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Survey of Household Spending
Context triple: [Statistics Canada, conducts, Survey of Household Spending]
  • A. 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.
  • B. Public Expenditure Survey system
    The Public Expenditure Survey system was a former UK government framework for planning, controlling, and reviewing public spending across departments.
  • C. Medical Expenditure Panel Survey
    The Medical Expenditure Panel Survey is a large-scale, nationally representative U.S. survey that collects detailed data on healthcare use, costs, insurance coverage, and access to care for individuals and families.
  • D. Consumer Confidence Reports
    Consumer Confidence Reports are annual water quality reports that public water systems must provide to customers, summarizing the source, contaminants, and safety of their drinking water.
  • E. Spending Review
    The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
  • 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: Survey of Household Spending
Triple: [Statistics Canada, conducts, Survey of Household Spending]
Generated description
The Survey of Household Spending is a national Canadian survey that collects detailed information on how households allocate their income across various goods, services, and living expenses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Survey of Household Spending
Target entity description: The Survey of Household Spending is a national Canadian survey that collects detailed information on how households allocate their income across various goods, services, and living expenses.
  • A. 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.
  • B. Public Expenditure Survey system
    The Public Expenditure Survey system was a former UK government framework for planning, controlling, and reviewing public spending across departments.
  • C. Medical Expenditure Panel Survey
    The Medical Expenditure Panel Survey is a large-scale, nationally representative U.S. survey that collects detailed data on healthcare use, costs, insurance coverage, and access to care for individuals and families.
  • D. Consumer Confidence Reports
    Consumer Confidence Reports are annual water quality reports that public water systems must provide to customers, summarizing the source, contaminants, and safety of their drinking water.
  • E. Spending Review
    The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
  • 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.