Triple

T13299652

Position	Surface form	Disambiguated ID	Type / Status
Subject	Illinois Department of Labor	`E316773`	entity
Predicate	enforces	`P760`	FINISHED
Object	Prevailing Wage Act The Prevailing Wage Act is an Illinois labor law that requires workers on public works projects to be paid wage rates comparable to those commonly paid for similar work in the area.	`E1033834`	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: Prevailing Wage Act | Statement: [Illinois Department of Labor, enforces, Prevailing Wage Act]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Prevailing Wage Act
Context triple: [Illinois Department of Labor, enforces, Prevailing Wage Act]

A. 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.
B. Walsh-Healey Public Contracts Act
The Walsh-Healey Public Contracts Act is a U.S. federal law that sets labor standards, including minimum wages, maximum hours, and safety requirements, for workers employed on government supply contracts.
C. 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.
D. 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.
E. Fair Minimum Wage Act of 2007
The Fair Minimum Wage Act of 2007 is a U.S. federal law that significantly increased the federal minimum wage in several stages for the first time in a decade.
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: Prevailing Wage Act
Triple: [Illinois Department of Labor, enforces, Prevailing Wage Act]

Generated description

The Prevailing Wage Act is an Illinois labor law that requires workers on public works projects to be paid wage rates comparable to those commonly paid for similar work in the area.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Prevailing Wage Act
Target entity description: The Prevailing Wage Act is an Illinois labor law that requires workers on public works projects to be paid wage rates comparable to those commonly paid for similar work in the area.

A. 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.
B. Walsh-Healey Public Contracts Act
The Walsh-Healey Public Contracts Act is a U.S. federal law that sets labor standards, including minimum wages, maximum hours, and safety requirements, for workers employed on government supply contracts.
C. 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.
D. 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.
E. Fair Minimum Wage Act of 2007
The Fair Minimum Wage Act of 2007 is a U.S. federal law that significantly increased the federal minimum wage in several stages for the first time in a decade.
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.