Triple

T13299654
Position Surface form Disambiguated ID Type / Status
Subject Illinois Department of Labor E316773 entity
Predicate enforces P760 FINISHED
Object Day and Temporary Labor Services Act
The Day and Temporary Labor Services Act is an Illinois law that regulates the employment conditions, rights, and protections of day and temporary laborers, including standards for agencies that place them.
E1033835 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: Day and Temporary Labor Services Act | Statement: [Illinois Department of Labor, enforces, Day and Temporary Labor Services Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Day and Temporary Labor Services Act
Context triple: [Illinois Department of Labor, enforces, Day and Temporary Labor Services Act]
  • A. 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.
  • B. 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.
  • C. Migrant and Seasonal Agricultural Worker Protection Act
    The Migrant and Seasonal Agricultural Worker Protection Act is a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers, regulating wages, housing, transportation, and employment disclosures.
  • D. Davis-Bacon and Related Acts
    The Davis-Bacon and Related Acts are U.S. federal laws that require payment of locally prevailing wages and benefits to laborers and mechanics on certain public works and federally funded construction projects.
  • E. Act 10 collective bargaining law
    The Act 10 collective bargaining law is a controversial Wisconsin statute enacted in 2011 that sharply limited public-sector unions’ bargaining powers and benefits, becoming a defining measure of Governor Scott Walker’s tenure.
  • 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: Day and Temporary Labor Services Act
Triple: [Illinois Department of Labor, enforces, Day and Temporary Labor Services Act]
Generated description
The Day and Temporary Labor Services Act is an Illinois law that regulates the employment conditions, rights, and protections of day and temporary laborers, including standards for agencies that place them.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Day and Temporary Labor Services Act
Target entity description: The Day and Temporary Labor Services Act is an Illinois law that regulates the employment conditions, rights, and protections of day and temporary laborers, including standards for agencies that place them.
  • A. 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.
  • B. 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.
  • C. Migrant and Seasonal Agricultural Worker Protection Act
    The Migrant and Seasonal Agricultural Worker Protection Act is a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers, regulating wages, housing, transportation, and employment disclosures.
  • D. Davis-Bacon and Related Acts
    The Davis-Bacon and Related Acts are U.S. federal laws that require payment of locally prevailing wages and benefits to laborers and mechanics on certain public works and federally funded construction projects.
  • E. Act 10 collective bargaining law
    The Act 10 collective bargaining law is a controversial Wisconsin statute enacted in 2011 that sharply limited public-sector unions’ bargaining powers and benefits, becoming a defining measure of Governor Scott Walker’s tenure.
  • 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.