Triple

T13422152
Position Surface form Disambiguated ID Type / Status
Subject Illinois Department of Employment Security E313383 entity
Predicate hasDutiesUnder P109846 FINISHED
Object Illinois Unemployment Insurance Act
The Illinois Unemployment Insurance Act is a state law that establishes and governs the unemployment insurance program in Illinois, including eligibility, benefits, and employer contribution requirements.
E1039042 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 Unemployment Insurance Act | Statement: [Illinois Department of Employment Security, hasDutiesUnder, Illinois Unemployment Insurance Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Illinois Unemployment Insurance Act
Context triple: [Illinois Department of Employment Security, hasDutiesUnder, Illinois Unemployment Insurance Act]
  • A. 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.
  • B. 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.
  • C. Illinois Human Rights Act
    The Illinois Human Rights Act is a state civil rights law that prohibits discrimination in areas such as employment, housing, public accommodations, and financial credit based on protected characteristics.
  • D. California Unemployment Insurance Code
    The California Unemployment Insurance Code is a body of state statutory law that governs unemployment insurance, disability insurance, and related employment tax and benefit programs in California.
  • E. Equal Pay Act of Illinois
    The Equal Pay Act of Illinois is a state law designed to eliminate wage discrimination by requiring that employees receive equal pay for substantially similar work regardless of gender or other protected characteristics.
  • 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 Unemployment Insurance Act
Triple: [Illinois Department of Employment Security, hasDutiesUnder, Illinois Unemployment Insurance Act]
Generated description
The Illinois Unemployment Insurance Act is a state law that establishes and governs the unemployment insurance program in Illinois, including eligibility, benefits, and employer contribution requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Illinois Unemployment Insurance Act
Target entity description: The Illinois Unemployment Insurance Act is a state law that establishes and governs the unemployment insurance program in Illinois, including eligibility, benefits, and employer contribution requirements.
  • A. 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.
  • B. 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.
  • C. Illinois Human Rights Act
    The Illinois Human Rights Act is a state civil rights law that prohibits discrimination in areas such as employment, housing, public accommodations, and financial credit based on protected characteristics.
  • D. California Unemployment Insurance Code
    The California Unemployment Insurance Code is a body of state statutory law that governs unemployment insurance, disability insurance, and related employment tax and benefit programs in California.
  • E. Equal Pay Act of Illinois
    The Equal Pay Act of Illinois is a state law designed to eliminate wage discrimination by requiring that employees receive equal pay for substantially similar work regardless of gender or other protected characteristics.
  • 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_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.