README.md

metadata

license: mit
language:
  - en
task_categories:
  - text-classification
tags:
  - law
  - billing
  - time-entries
  - scope-control
  - fee-disputes
pretty_name: Clarus Time Entry Billing Narrative Scope Coherence v0.1
dataset_id: legal-time-entry-billing-narrative-scope-coherence-risk-v0.1
domain: law
pillar: legal_actors
series: 3A
coherence_pair:
  observable_a: time_entries_fee_earner_level_and_matter_scope
  observable_b: billing_narrative_duration_rates_and_client_guidelines
ground_truth: ground_truth_label
validation_status: pre_release

What this dataset does

You receive

scope

billing guidelines

time entries

fee earner level

billing narrative

duration and rates

flags

You decide

coherent or incoherent

Daily use

fee dispute risk scan

scope drift scan

block billing detection

seniority mismatch detection