Triple

T8481430
Position Surface form Disambiguated ID Type / Status
Subject Oregon Bureau of Labor and Industries E200527 entity
Predicate hasPart P35 FINISHED
Object Technical Assistance for Employers Program
The Technical Assistance for Employers Program is a service of the Oregon Bureau of Labor and Industries that provides guidance, training, and resources to help employers understand and comply with state labor and employment laws.
E736753 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: Technical Assistance for Employers Program | Statement: [Oregon Bureau of Labor and Industries, hasPart, Technical Assistance for Employers Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Technical Assistance for Employers Program
Context triple: [Oregon Bureau of Labor and Industries, hasPart, Technical Assistance for Employers Program]
  • A. Trade Adjustment Assistance for Firms program
    The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
  • B. Worker Training Program
    The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
  • C. Trade Adjustment Assistance for Workers program (employment and training components)
    The Trade Adjustment Assistance for Workers program (employment and training components) is a U.S. federal initiative that provides retraining, job search, income support, and related services to workers who lose their jobs or whose hours and wages are reduced as a result of increased imports or shifts in production abroad.
  • D. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • E. Job Training Partnership Act
    The Job Training Partnership Act was a major U.S. federal law enacted in 1982 that funded job training and employment programs for disadvantaged youth and unemployed adults through partnerships between government and the private sector.
  • 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: Technical Assistance for Employers Program
Triple: [Oregon Bureau of Labor and Industries, hasPart, Technical Assistance for Employers Program]
Generated description
The Technical Assistance for Employers Program is a service of the Oregon Bureau of Labor and Industries that provides guidance, training, and resources to help employers understand and comply with state labor and employment laws.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Technical Assistance for Employers Program
Target entity description: The Technical Assistance for Employers Program is a service of the Oregon Bureau of Labor and Industries that provides guidance, training, and resources to help employers understand and comply with state labor and employment laws.
  • A. Trade Adjustment Assistance for Firms program
    The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
  • B. Worker Training Program
    The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
  • C. Trade Adjustment Assistance for Workers program (employment and training components)
    The Trade Adjustment Assistance for Workers program (employment and training components) is a U.S. federal initiative that provides retraining, job search, income support, and related services to workers who lose their jobs or whose hours and wages are reduced as a result of increased imports or shifts in production abroad.
  • D. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • E. Job Training Partnership Act
    The Job Training Partnership Act was a major U.S. federal law enacted in 1982 that funded job training and employment programs for disadvantaged youth and unemployed adults through partnerships between government and the private sector.
  • 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_69ca831b17988190a1f3f3413d57b820 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5245034819088c7c5c40170c020 completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a2b2e9081909f19712946c6ec20 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b4008a0819096bb44b46f510213 completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c000e608190adf1b6499d382529 completed April 2, 2026, 9:50 a.m.
Created at: March 30, 2026, 6:12 p.m.