Triple

T16743606
Position Surface form Disambiguated ID Type / Status
Subject Job Training Partnership Act E406892 entity
Predicate includedTitle P3254 FINISHED
Object Title II-A Adult and Youth Training Program
The Title II-A Adult and Youth Training Program was a major federally funded workforce initiative under the Job Training Partnership Act that provided employment and training services to economically disadvantaged adults and youth in the United States.
E406892 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: Title II-A Adult and Youth Training Program | Statement: [Job Training Partnership Act, includedTitle, Title II-A Adult and Youth Training Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title II-A Adult and Youth Training Program
Context triple: [Job Training Partnership Act, includedTitle, Title II-A Adult and Youth Training Program]
  • A. 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.
  • B. Title VIII – Area Vocational Education Programs
    Title VIII – Area Vocational Education Programs is a component of the National Defense Education Act that focused on expanding and improving regional vocational training to support the nation’s technical and defense-related workforce needs.
  • C. Comprehensive Employment and Training Act
    The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
  • D. 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.
  • E. 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.
  • 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: Title II-A Adult and Youth Training Program
Triple: [Job Training Partnership Act, includedTitle, Title II-A Adult and Youth Training Program]
Generated description
The Title II-A Adult and Youth Training Program was a major federally funded workforce initiative under the Job Training Partnership Act that provided employment and training services to economically disadvantaged adults and youth in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title II-A Adult and Youth Training Program
Target entity description: The Title II-A Adult and Youth Training Program was a major federally funded workforce initiative under the Job Training Partnership Act that provided employment and training services to economically disadvantaged adults and youth in the United States.
  • A. Job Training Partnership Act chosen
    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.
  • B. Title VIII – Area Vocational Education Programs
    Title VIII – Area Vocational Education Programs is a component of the National Defense Education Act that focused on expanding and improving regional vocational training to support the nation’s technical and defense-related workforce needs.
  • C. Comprehensive Employment and Training Act
    The Comprehensive Employment and Training Act was a major U.S. federal law enacted in the 1970s that funded job training and public service employment programs, particularly for disadvantaged and unemployed workers, by decentralizing control to state and local governments.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3aa205138819080284fd9a4341225 completed April 18, 2026, 3:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d52d88081909695a08d00bd2257 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009dd925308190a82c6ef014b37333 completed May 10, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a009e9b9874819084060408cdc44d0b completed May 10, 2026, 3:04 p.m.
Created at: April 10, 2026, 5:21 a.m.