Triple

T6264756
Position Surface form Disambiguated ID Type / Status
Subject Chamber of Commerce v. Whiting E140385 entity
Predicate stateLawUpheld P1123 FINISHED
Object Legal Arizona Workers Act
The Legal Arizona Workers Act is an Arizona state law that penalizes employers for knowingly hiring unauthorized immigrants, including through mandatory use of the federal E-Verify system.
E519461 NE FINISHED

How this triple was built (5 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, stateLawUpheld, 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, stateLawUpheld, 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, stateLawUpheld, Legal Arizona Workers Act]
Generated description
The Legal Arizona Workers Act is an Arizona state law that penalizes employers for knowingly hiring unauthorized immigrants, including through mandatory use of the federal E-Verify system.
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, including through mandatory use of the federal E-Verify system.
  • 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.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: stateLawUpheld
Context triple: [Chamber of Commerce v. Whiting, stateLawUpheld, Legal Arizona Workers Act]
  • A. upheldBy chosen
    Indicates that one entity is supported, maintained, or validated by another, often through approval, enforcement, or confirmation of its validity.
  • B. stateLawAtIssue
    Indicates that a particular state law is the subject of dispute, analysis, or determination in a given legal context or case.
  • C. hasStatuteLaw
    Indicates that a jurisdiction or entity is governed by, or possesses, a body of formal written laws enacted by a legislative authority.
  • D. enforcedLaw
    Indicates that an authority actively applies or upholds a specific law to regulate behavior or resolve situations.
  • E. laterLegalJurisdiction
    Indicates that one legal jurisdiction succeeds or replaces another jurisdiction at a later point in time.
  • F. None of above.

Provenance (6 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_69c5e4003018819087961018dc153a91 completed March 27, 2026, 1:57 a.m.
NEDg Description generation batch_69c5e4ca9c408190a580ac1e6cb1ef74 completed March 27, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69c5e53f83708190adcd7a3decbd182b completed March 27, 2026, 2:02 a.m.
PD Predicate disambiguation batch_69c05606fb50819082d1a5a91e5030b6 completed March 22, 2026, 8:50 p.m.
Created at: March 22, 2026, 4:25 p.m.