Triple

T11259713
Position Surface form Disambiguated ID Type / Status
Subject Employment Situation report E266528 entity
Predicate dataSource P409 FINISHED
Object 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.
E914746 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: Household Survey | Statement: [Employment Situation report, dataSource, Household Survey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Household Survey
Context triple: [Employment Situation report, dataSource, Household Survey]
  • A. 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.
  • 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. National Crime Victimization Survey
    The National Crime Victimization Survey is a large-scale, nationally representative survey that measures the frequency, characteristics, and impact of criminal victimization in the United States, including crimes not reported to police.
  • D. 2015 intercensal survey
    The 2015 intercensal survey was a nationwide demographic study in Mexico that, for the first time, officially counted Afro-Mexicans as a distinct ethnic group.
  • E. Program on Survey Research
    The Program on Survey Research is a Harvard-based initiative that supports and advances high-quality survey methodology, education, and research across the social sciences.
  • 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: Household Survey
Triple: [Employment Situation report, dataSource, Household Survey]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Household Survey
Target entity description: 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.
  • A. 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.
  • 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. National Crime Victimization Survey
    The National Crime Victimization Survey is a large-scale, nationally representative survey that measures the frequency, characteristics, and impact of criminal victimization in the United States, including crimes not reported to police.
  • D. 2015 intercensal survey
    The 2015 intercensal survey was a nationwide demographic study in Mexico that, for the first time, officially counted Afro-Mexicans as a distinct ethnic group.
  • E. Program on Survey Research
    The Program on Survey Research is a Harvard-based initiative that supports and advances high-quality survey methodology, education, and research across the social sciences.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e936cb048190b4d6fb2851ef8932 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ccada158819080e49833e09f84a0 completed April 19, 2026, 12:38 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.