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.