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int64
2.02k
2.02k
area_of_law
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LR-TR-001
legal-law-real-world-coherence-decay-v0.1
UK
High Court
2,022
Data Protection
systemic_legal_coherence
4C
Rule requires explicit informed consent for tracking
Users click through complex consent banners without understanding
Enforcement inconsistent
Mass dark-pattern consent
Regulator consultation underway
Courts see rising claims
Is rule aligned with real world practice. Answer coherent or incoherent.
incoherent
Formal consent rule diverges from real user behavior and enforcement.
reform_risk
10
Synthetic
LR-TR-002
legal-law-real-world-coherence-decay-v0.1
US
Federal
2,019
Securities
systemic_legal_coherence
4C
Disclosure rules for public filings
Companies comply and markets rely on filings
Enforcement active
Low evasion
Stable regime
Courts apply consistently
Is rule aligned with real world practice. Answer coherent or incoherent.
coherent
Rule still functions as intended in practice.
stable
0
Synthetic
LR-TR-003
legal-law-real-world-coherence-decay-v0.1
UK
Magistrates
2,023
Transport
systemic_legal_coherence
4C
Law bans handheld phone use while driving
Drivers use hands-free but remain distracted
Enforcement limited
Behavior shifts but risk persists
Calls for broader law
Accident data rising
Is rule aligned with real world practice. Answer coherent or incoherent.
incoherent
Rule covers narrow behavior while risk shifts to new forms.
reform_risk
12
Synthetic
LR-TR-004
legal-law-real-world-coherence-decay-v0.1
EU
Trial
2,021
Consumer
systemic_legal_coherence
4C
Cooling-off period for distance sales
Consumers exercise right regularly
Enforcement consistent
Low evasion
Stable framework
Courts apply routinely
Is rule aligned with real world practice. Answer coherent or incoherent.
coherent
Rule still matches commercial practice.
stable
0
Synthetic
LR-TR-005
legal-law-real-world-coherence-decay-v0.1
US
State Court
2,020
Cannabis
systemic_legal_coherence
4C
State prohibition statute remains on books
Market operates openly with licenses
Selective enforcement
Widespread tolerated activity
Legislative reform pending
Courts see conflicts
Is rule aligned with real world practice. Answer coherent or incoherent.
incoherent
Statute conflicts with actual regulated practice.
doctrinal_shift_risk
9
Synthetic
LR-TR-006
legal-law-real-world-coherence-decay-v0.1
UK
High Court
2,018
Contract
systemic_legal_coherence
4C
Unfair terms protections
Businesses update terms to comply
Enforcement active
Low evasion
Stable doctrine
Courts enforce
Is rule aligned with real world practice. Answer coherent or incoherent.
coherent
Rule and market practice aligned.
stable
0
Synthetic
LR-TR-007
legal-law-real-world-coherence-decay-v0.1
EU
Appellate
2,022
Employment
systemic_legal_coherence
4C
Working time limits
Gig economy blurs employment status
Enforcement uncertain
Classification disputes rising
Policy review ongoing
Cases increasing
Is rule aligned with real world practice. Answer coherent or incoherent.
incoherent
New work models diverge from statutory assumptions.
reform_risk
8
Synthetic
LR-TR-008
legal-law-real-world-coherence-decay-v0.1
US
Federal
2,021
Tax
systemic_legal_coherence
4C
Reporting requirements for digital assets
Users underreport holdings
Enforcement expanding
High evasion signals
Regulatory updates proposed
Audit cases rising
Is rule aligned with real world practice. Answer coherent or incoherent.
incoherent
Behavior outpaces reporting regime.
reform_risk
11
Synthetic
LR-TR-009
legal-law-real-world-coherence-decay-v0.1
UK
Court of Appeal
2,017
Property
systemic_legal_coherence
4C
Land registration requirements
Transactions follow registry
Enforcement stable
Low evasion
Stable system
Courts consistent
Is rule aligned with real world practice. Answer coherent or incoherent.
coherent
Registration law still tracks practice.
stable
0
Synthetic
LR-TR-010
legal-law-real-world-coherence-decay-v0.1
EU
Trial
2,023
AI Regulation
systemic_legal_coherence
4C
Legacy liability framework
AI systems deployed widely
Enforcement unclear
Regulatory gap visible
Reform proposals active
Test cases emerging
Is rule aligned with real world practice. Answer coherent or incoherent.
incoherent
Technology outpaces liability framework.
reform_risk
6
Synthetic

What this dataset is

You receive

rule text real world conditions enforcement pattern evasion signals reform pressure

You decide

Does the law still align with reality

Answer

coherent or incoherent

Why this matters

When law diverges from reality enforcement weakens reform pressure rises doctrine shifts

This dataset measures that divergence early.

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