Triple

T13299651
Position Surface form Disambiguated ID Type / Status
Subject Illinois Department of Labor E316773 entity
Predicate enforces P760 FINISHED
Object Employee Classification Act
The Employee Classification Act is an Illinois labor law that regulates how workers are classified, particularly to prevent misclassifying employees as independent contractors in industries like construction.
E1033833 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: Employee Classification Act | Statement: [Illinois Department of Labor, enforces, Employee Classification Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Employee Classification Act
Context triple: [Illinois Department of Labor, enforces, Employee Classification Act]
  • A. Japanese Labor Standards Act
    The Japanese Labor Standards Act is a fundamental law that sets minimum working conditions and protections for employees in Japan, including rules on wages, working hours, rest, and safety.
  • B. Contract Work Hours and Safety Standards Act
    The Contract Work Hours and Safety Standards Act is a U.S. federal law that sets overtime pay requirements and certain safety standards for laborers and mechanics working on federally funded or assisted contracts.
  • C. Employment Contracts Act 1991
    The Employment Contracts Act 1991 was a New Zealand statute that radically reformed labour law by replacing collective bargaining structures with a contract-based employment framework.
  • D. Employment Relations Act 2000
    The Employment Relations Act 2000 is New Zealand’s primary labour law statute that sets out the legal framework for employment relationships, workers’ rights, and dispute resolution.
  • E. Fair Labor Standards Act
    The Fair Labor Standards Act is a landmark U.S. labor law that established federal minimum wage, overtime pay, and child labor protections for American workers.
  • 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: Employee Classification Act
Triple: [Illinois Department of Labor, enforces, Employee Classification Act]
Generated description
The Employee Classification Act is an Illinois labor law that regulates how workers are classified, particularly to prevent misclassifying employees as independent contractors in industries like construction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Employee Classification Act
Target entity description: The Employee Classification Act is an Illinois labor law that regulates how workers are classified, particularly to prevent misclassifying employees as independent contractors in industries like construction.
  • A. Japanese Labor Standards Act
    The Japanese Labor Standards Act is a fundamental law that sets minimum working conditions and protections for employees in Japan, including rules on wages, working hours, rest, and safety.
  • B. Contract Work Hours and Safety Standards Act
    The Contract Work Hours and Safety Standards Act is a U.S. federal law that sets overtime pay requirements and certain safety standards for laborers and mechanics working on federally funded or assisted contracts.
  • C. Employment Contracts Act 1991
    The Employment Contracts Act 1991 was a New Zealand statute that radically reformed labour law by replacing collective bargaining structures with a contract-based employment framework.
  • D. Employment Relations Act 2000
    The Employment Relations Act 2000 is New Zealand’s primary labour law statute that sets out the legal framework for employment relationships, workers’ rights, and dispute resolution.
  • E. Fair Labor Standards Act
    The Fair Labor Standards Act is a landmark U.S. labor law that established federal minimum wage, overtime pay, and child labor protections for American workers.
  • 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_69d806b40ab4819094adf6c374f4811a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d990a43ed88190a8dbbbd7d6d62dc4 completed April 11, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69f716dd0cd88190b0ae81b402fc31cf completed May 3, 2026, 9:35 a.m.
NEDg Description generation batch_69f71842a8808190ae4ef8b22bdbd0c6 completed May 3, 2026, 9:41 a.m.
NED2 Entity disambiguation (via description) batch_69f71908236481909140a5953ec44498 completed May 3, 2026, 9:44 a.m.
Created at: April 9, 2026, 9:28 p.m.