Triple

T6264744
Position Surface form Disambiguated ID Type / Status
Subject Chamber of Commerce v. Whiting E140385 entity
Predicate lawApplied P4756 FINISHED
Object Legal Arizona Workers Act
The Legal Arizona Workers Act is an Arizona state law that penalizes employers for knowingly hiring unauthorized immigrants and mandates the use of the federal E-Verify system to confirm workers’ employment eligibility.
E519461 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: Legal Arizona Workers Act | Statement: [Chamber of Commerce v. Whiting, lawApplied, Legal Arizona Workers Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Legal Arizona Workers Act
Context triple: [Chamber of Commerce v. Whiting, lawApplied, Legal Arizona Workers Act]
  • A. Arizona Revised Statutes
    The Arizona Revised Statutes are the codified laws of the U.S. state of Arizona, encompassing its general statutory provisions across civil, criminal, and administrative matters.
  • B. United States labor law
    United States labor law is the body of federal and state statutes, regulations, and case law that governs the rights and obligations of workers, employers, and unions in the United States, including issues such as wages, hours, workplace safety, discrimination, and collective bargaining.
  • C. New York Labor Law
    New York Labor Law is a body of state legislation that governs employment standards, worker protections, wages, hours, and workplace conditions in New York.
  • D. 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.
  • E. 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.
  • 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: Legal Arizona Workers Act
Triple: [Chamber of Commerce v. Whiting, lawApplied, Legal Arizona Workers Act]
Generated description
The Legal Arizona Workers Act is an Arizona state law that penalizes employers for knowingly hiring unauthorized immigrants and mandates the use of the federal E-Verify system to confirm workers’ employment eligibility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Legal Arizona Workers Act
Target entity description: The Legal Arizona Workers Act is an Arizona state law that penalizes employers for knowingly hiring unauthorized immigrants and mandates the use of the federal E-Verify system to confirm workers’ employment eligibility.
  • A. Arizona Revised Statutes chosen
    The Arizona Revised Statutes are the codified laws of the U.S. state of Arizona, encompassing its general statutory provisions across civil, criminal, and administrative matters.
  • B. United States labor law
    United States labor law is the body of federal and state statutes, regulations, and case law that governs the rights and obligations of workers, employers, and unions in the United States, including issues such as wages, hours, workplace safety, discrimination, and collective bargaining.
  • C. New York Labor Law
    New York Labor Law is a body of state legislation that governs employment standards, worker protections, wages, hours, and workplace conditions in New York.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69c008cabc4081909723e2547c9d6cc0 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0638c43808190a375e9f29f2b2138 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c51932e704819083e1ed17a86f6b5e completed March 26, 2026, 11:32 a.m.
NEDg Description generation batch_69c52ced35ec8190ab35f5ceb50d9305 completed March 26, 2026, 12:56 p.m.
NED2 Entity disambiguation (via description) batch_69c5847a09c48190887f1d0071e9c591 completed March 26, 2026, 7:09 p.m.
Created at: March 22, 2026, 4:25 p.m.