Triple
T17415985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Census data |
E423490
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
Economic Census
The Economic Census is a comprehensive, quinquennial survey conducted by the U.S. Census Bureau that measures the structure, performance, and activity of the nation’s businesses and industries.
|
E1267431
|
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: Economic Census | Statement: [United States Census data, includesProgram, Economic Census]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic Census Context triple: [United States Census data, includesProgram, Economic Census]
-
A.
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.
-
B.
COICOP
COICOP is an international classification system that organizes household consumption expenditures into standardized categories for use in statistics such as consumer price indices.
-
C.
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.
-
D.
National Economic Accounts
The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
-
E.
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.
- 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: Economic Census Triple: [United States Census data, includesProgram, Economic Census]
Generated description
The Economic Census is a comprehensive, quinquennial survey conducted by the U.S. Census Bureau that measures the structure, performance, and activity of the nation’s businesses and industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Economic Census Target entity description: The Economic Census is a comprehensive, quinquennial survey conducted by the U.S. Census Bureau that measures the structure, performance, and activity of the nation’s businesses and industries.
-
A.
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.
-
B.
COICOP
COICOP is an international classification system that organizes household consumption expenditures into standardized categories for use in statistics such as consumer price indices.
-
C.
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.
-
D.
National Economic Accounts
The National Economic Accounts are a system of U.S. macroeconomic statistics that track aggregate measures like gross domestic product, income, and expenditure to assess overall economic performance.
-
E.
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.
- 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_69d889d7d27c819088486ce3f0627fa1 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e44232ecdc8190ac8958c1780fea19 |
completed | April 19, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01a7ffe00c819081536fb24eaa30d3 |
completed | May 11, 2026, 9:57 a.m. |
| NEDg | Description generation | batch_6a01a898ceb48190ba3d40c898b17158 |
completed | May 11, 2026, 9:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a9183410819083c8239e3ce38ea2 |
completed | May 11, 2026, 10:02 a.m. |
Created at: April 10, 2026, 5:46 a.m.