Triple
T11259712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Employment Situation report |
E266528
|
entity |
| Predicate | dataSource |
P409
|
FINISHED |
| Object |
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.
|
E914745
|
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: Current Employment Statistics survey | Statement: [Employment Situation report, dataSource, Current Employment Statistics survey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Current Employment Statistics survey Context triple: [Employment Situation report, dataSource, Current Employment Statistics survey]
-
A.
Occupational Employment and Wage Statistics
Occupational Employment and Wage Statistics is a U.S. labor market data program that provides detailed estimates of employment levels and wage rates across occupations and industries.
-
B.
Employment Situation report
The Employment Situation report is a key monthly U.S. labor market release that provides official data on employment, unemployment, and related indicators.
-
C.
Employment Projections
Employment Projections is a U.S. Bureau of Labor Statistics program that provides long-term forecasts of labor force, industry, and occupational employment trends to inform workforce and education planning.
-
D.
Bureau of Labor Statistics
The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.
-
E.
Joint Employment Report
The Joint Employment Report is an annual European Union document that reviews member states’ employment policies and labor market performance to guide and coordinate EU-wide employment strategy.
- 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: Current Employment Statistics survey Triple: [Employment Situation report, dataSource, Current Employment Statistics survey]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Current Employment Statistics survey Target entity description: 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.
-
A.
Occupational Employment and Wage Statistics
Occupational Employment and Wage Statistics is a U.S. labor market data program that provides detailed estimates of employment levels and wage rates across occupations and industries.
-
B.
Employment Situation report
The Employment Situation report is a key monthly U.S. labor market release that provides official data on employment, unemployment, and related indicators.
-
C.
Employment Projections
Employment Projections is a U.S. Bureau of Labor Statistics program that provides long-term forecasts of labor force, industry, and occupational employment trends to inform workforce and education planning.
-
D.
Bureau of Labor Statistics
The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.
-
E.
Joint Employment Report
The Joint Employment Report is an annual European Union document that reviews member states’ employment policies and labor market performance to guide and coordinate EU-wide employment strategy.
- 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.