Triple

T11259827
Position Surface form Disambiguated ID Type / Status
Subject Employment Projections E266530 entity
Predicate relatedTo P37 FINISHED
Object Occupational Outlook Handbook E914748 NE FINISHED

How this triple was built (2 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: Occupational Outlook Handbook | Statement: [Employment Projections, relatedTo, Occupational Outlook Handbook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Occupational Outlook Handbook
Context triple: [Employment Projections, relatedTo, Occupational Outlook Handbook]
  • A. Occupational Outlook Handbook chosen
    The Occupational Outlook Handbook is a U.S. Bureau of Labor Statistics reference that provides comprehensive information on hundreds of occupations, including typical duties, work environments, required education and training, job outlook, and pay.
  • B. 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.
  • C. 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.
  • D. Occupational Information Network
    The Occupational Information Network (O*NET) is a comprehensive U.S. database that provides detailed, standardized information on job characteristics, worker skills, and occupational requirements used for labor market research, career exploration, and workforce development.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69e4f410cb508190bb0ceab51075eec5 completed April 19, 2026, 3:26 p.m.
Created at: April 8, 2026, 9:31 p.m.