Triple

T13422133
Position Surface form Disambiguated ID Type / Status
Subject Illinois Department of Employment Security E313383 entity
Predicate responsibleFor P636 FINISHED
Object Illinois Workforce Innovation and Opportunity Act programs
Illinois Workforce Innovation and Opportunity Act programs are state-administered initiatives that provide job training, employment services, and career development support to help Illinois workers and employers meet current and future labor market needs.
E313383 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: Illinois Workforce Innovation and Opportunity Act programs | Statement: [Illinois Department of Employment Security, responsibleFor, Illinois Workforce Innovation and Opportunity Act programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Illinois Workforce Innovation and Opportunity Act programs
Context triple: [Illinois Department of Employment Security, responsibleFor, Illinois Workforce Innovation and Opportunity Act programs]
  • A. Illinois Innovation Network
    The Illinois Innovation Network is a statewide collaborative of universities, research institutions, and partners dedicated to driving economic development and technological innovation across Illinois.
  • B. 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.
  • C. Illinois Department of Employment Security
    The Illinois Department of Employment Security is a state agency responsible for administering unemployment insurance, managing workforce development programs, and providing employment services to job seekers and employers in Illinois.
  • D. Illinois Rebuild Illinois infrastructure program
    The Illinois Rebuild Illinois infrastructure program is a major statewide capital plan focused on modernizing and expanding Illinois’ transportation, education, and public facilities through long-term infrastructure investment.
  • E. Illinois Department of Labor
    The Illinois Department of Labor is a state agency responsible for enforcing labor laws and workplace standards, including wages, safety, and employment rights, within Illinois.
  • 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: Illinois Workforce Innovation and Opportunity Act programs
Triple: [Illinois Department of Employment Security, responsibleFor, Illinois Workforce Innovation and Opportunity Act programs]
Generated description
Illinois Workforce Innovation and Opportunity Act programs are state-administered initiatives that provide job training, employment services, and career development support to help Illinois workers and employers meet current and future labor market needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Illinois Workforce Innovation and Opportunity Act programs
Target entity description: Illinois Workforce Innovation and Opportunity Act programs are state-administered initiatives that provide job training, employment services, and career development support to help Illinois workers and employers meet current and future labor market needs.
  • A. Illinois Innovation Network
    The Illinois Innovation Network is a statewide collaborative of universities, research institutions, and partners dedicated to driving economic development and technological innovation across Illinois.
  • B. 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.
  • C. Illinois Department of Employment Security chosen
    The Illinois Department of Employment Security is a state agency responsible for administering unemployment insurance, managing workforce development programs, and providing employment services to job seekers and employers in Illinois.
  • D. Illinois Rebuild Illinois infrastructure program
    The Illinois Rebuild Illinois infrastructure program is a major statewide capital plan focused on modernizing and expanding Illinois’ transportation, education, and public facilities through long-term infrastructure investment.
  • E. Illinois Department of Labor
    The Illinois Department of Labor is a state agency responsible for enforcing labor laws and workplace standards, including wages, safety, and employment rights, within Illinois.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaecf13748190ae40c7b95164f914 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7308493e481909da52f8bbcc0bd6b completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f73195e4d88190ad356d0e3e18d34f completed May 3, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_69f73220ffc08190bfb1b89757efd606 completed May 3, 2026, 11:31 a.m.
Created at: April 9, 2026, 9:39 p.m.