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.