Triple
T11259767
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Occupational Employment and Wage Statistics |
E266529
|
entity |
| Predicate | classificationSystem |
P6736
|
FINISHED |
| Object |
Standard Occupational Classification
The Standard Occupational Classification is a federal system used in the United States to categorize and standardize occupations for statistical, labor market, and administrative purposes.
|
E914747
|
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: Standard Occupational Classification | Statement: [Occupational Employment and Wage Statistics, classificationSystem, Standard Occupational Classification]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Standard Occupational Classification Context triple: [Occupational Employment and Wage Statistics, classificationSystem, Standard Occupational Classification]
-
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.
International Standard Industrial Classification
The International Standard Industrial Classification is a globally used United Nations framework that systematically categorizes economic activities to enable consistent collection, analysis, and comparison of industrial statistics across countries.
-
C.
Division of Professions and Occupations
The Division of Professions and Occupations is a Colorado state regulatory body responsible for licensing and overseeing a wide range of professional and occupational fields to protect public health, safety, and welfare.
-
D.
NAICS codes
NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
-
E.
United Nations Central Product Classification for services
The United Nations Central Product Classification for services is an international standard taxonomy that organizes and codes service activities to facilitate consistent statistical reporting, trade negotiations, and policy analysis across countries and sectors.
- 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: Standard Occupational Classification Triple: [Occupational Employment and Wage Statistics, classificationSystem, Standard Occupational Classification]
Generated description
The Standard Occupational Classification is a federal system used in the United States to categorize and standardize occupations for statistical, labor market, and administrative purposes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Standard Occupational Classification Target entity description: The Standard Occupational Classification is a federal system used in the United States to categorize and standardize occupations for statistical, labor market, and administrative purposes.
-
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.
International Standard Industrial Classification
The International Standard Industrial Classification is a globally used United Nations framework that systematically categorizes economic activities to enable consistent collection, analysis, and comparison of industrial statistics across countries.
-
C.
Division of Professions and Occupations
The Division of Professions and Occupations is a Colorado state regulatory body responsible for licensing and overseeing a wide range of professional and occupational fields to protect public health, safety, and welfare.
-
D.
NAICS codes
NAICS codes are a standardized classification system used in North America to categorize businesses and industries for statistical, regulatory, and procurement purposes.
-
E.
United Nations Central Product Classification for services
The United Nations Central Product Classification for services is an international standard taxonomy that organizes and codes service activities to facilitate consistent statistical reporting, trade negotiations, and policy analysis across countries and sectors.
- 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.