Triple
T11259771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Occupational Employment and Wage Statistics |
E266529
|
entity |
| Predicate | uses |
P98
|
FINISHED |
| Object |
O*NET
O*NET is a comprehensive U.S. Department of Labor database that provides detailed information on the skills, tasks, and characteristics of hundreds of occupations to support workforce development and labor market analysis.
|
E914750
|
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: O*NET | Statement: [Occupational Employment and Wage Statistics, uses, O*NET]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: O*NET Context triple: [Occupational Employment and Wage Statistics, uses, O*NET]
-
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.
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.
-
C.
NARIC Network
The NARIC Network is a European network of national centers that provide information and guidance on the recognition of foreign diplomas, degrees, and other academic qualifications.
-
D.
workforce1 Career Centers network
The Workforce1 Career Centers network is a system of New York City career centers that connect job seekers with employment opportunities, training, and related workforce development services.
-
E.
USAJOBS federal employment portal
USAJOBS federal employment portal is the U.S. government’s official online platform for advertising and managing federal job opportunities for the public and current federal employees.
- 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: O*NET Triple: [Occupational Employment and Wage Statistics, uses, O*NET]
Generated description
O*NET is a comprehensive U.S. Department of Labor database that provides detailed information on the skills, tasks, and characteristics of hundreds of occupations to support workforce development and labor market analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: O*NET Target entity description: O*NET is a comprehensive U.S. Department of Labor database that provides detailed information on the skills, tasks, and characteristics of hundreds of occupations to support workforce development and labor market analysis.
-
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.
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.
-
C.
NARIC Network
The NARIC Network is a European network of national centers that provide information and guidance on the recognition of foreign diplomas, degrees, and other academic qualifications.
-
D.
workforce1 Career Centers network
The Workforce1 Career Centers network is a system of New York City career centers that connect job seekers with employment opportunities, training, and related workforce development services.
-
E.
USAJOBS federal employment portal
USAJOBS federal employment portal is the U.S. government’s official online platform for advertising and managing federal job opportunities for the public and current federal employees.
- 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.