Datasets:
uid string | dataset_id string | jurisdiction string | court_level string | year int64 | area_of_law string | pillar string | series string | input_engagement_scope_summary string | input_fee_terms_summary string | input_time_entries_summary string | input_file_activity_summary string | input_red_flag_summary string | question string | ground_truth_label string | ground_truth_rationale string | outcome_signal string | early_window_months int64 | source_citation string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
BL-TR-001 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | UK | Firm Billing | 2,023 | Commercial | legal_actors | 3A | Scope: pre-action only excludes issuing | Hourly £350 associate | Entry: 2.2h Draft LBA and review contract; 0.6h call with client re evidence | File shows LBA draft and call note | No red flags | Is billing coherence intact. Answer coherent or incoherent. | coherent | Entries map to file and are in scope. | stable | 0 | Synthetic |
BL-TR-002 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | UK | Firm Billing | 2,023 | Commercial | legal_actors | 3A | Scope: pre-action only excludes issuing | Hourly £350 associate | Entry: 6.0h Work on matter | File shows only short email | Vague narrative; no support | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Vague block entry not supported by file. | fee_dispute_risk | 0 | Synthetic |
BL-TR-003 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | US | Firm Billing | 2,022 | Employment | legal_actors | 3A | Scope: settlement negotiation only excludes filing | Hourly $500 partner | Entry: 1.0h mediation prep; 0.8h settlement call | File shows mediation notes and call log | No red flags | Is billing coherence intact. Answer coherent or incoherent. | coherent | Narratives specific and evidenced. | stable | 0 | Synthetic |
BL-TR-004 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | US | Firm Billing | 2,022 | Employment | legal_actors | 3A | Scope: settlement only excludes filing | Hourly $500 partner | Entry: 3.5h draft complaint and file review | File shows complaint draft | Out of scope task billed | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Complaint drafting outside scope. | fee_dispute_risk | 1 | Synthetic |
BL-TR-005 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | UK | Firm Billing | 2,022 | Property | legal_actors | 3A | Scope: protocol stage; expert excluded unless agreed | Fixed stage fee plus disbursements | Entry: 1.5h arrange inspection; 0.7h draft protocol letter | File shows inspection emails and letter | No red flags | Is billing coherence intact. Answer coherent or incoherent. | coherent | Work aligns with stage tasks. | stable | 0 | Synthetic |
BL-TR-006 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | UK | Firm Billing | 2,022 | Property | legal_actors | 3A | Scope: protocol stage; expert excluded unless agreed | Fixed stage fee | Entry: 2.0h instruct expert and review report | File shows report but no variation approval | Expert work not agreed | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Expert step billed without scope variation. | fee_dispute_risk | 0 | Synthetic |
BL-TR-007 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | EU | Firm Billing | 2,020 | Commercial | legal_actors | 3A | Scope: contract review includes 2 calls | Fixed €4k | Entry: 4.0h review draft and redline; 1.0h call 1; 1.0h call 2 | File has redlines and call notes | No red flags | Is billing coherence intact. Answer coherent or incoherent. | coherent | Within fixed scope and call limit. | stable | 0 | Synthetic |
BL-TR-008 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | EU | Firm Billing | 2,020 | Commercial | legal_actors | 3A | Scope: contract review includes 2 calls | Fixed €4k | Entry: 4.0h review; 5.0h multiple calls and negotiation | File has some emails but no call notes | Block billing and exceeds call limit | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Exceeds scope and lacks evidentiary support. | fee_dispute_risk | 1 | Synthetic |
BL-TR-009 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | UK | Firm Billing | 2,021 | Employment | legal_actors | 3A | Scope: draft ET1 only | Fixed £1,800 | Entry: 0.8h draft ET1; 0.4h client fact check | File shows ET1 and email chain | No red flags | Is billing coherence intact. Answer coherent or incoherent. | coherent | Entries specific and within scope. | stable | 0 | Synthetic |
BL-TR-010 | legal-time-entry-billing-task-scope-coherence-risk-v0.1 | UK | Firm Billing | 2,021 | Employment | legal_actors | 3A | Scope: draft ET1 only | Fixed £1,800 | Entry: 2.5h hearing prep and counsel liaison | File shows no hearing work yet | Out of scope and unsupported | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Billed for steps not in scope and not evidenced. | fee_dispute_risk | 0 | Synthetic |
What this dataset does
You receive
engagement scope fee terms time entries file activity red flags
You decide
coherent or incoherent
Daily use
invoice QA
stop vague billing
scope creep detection
reduce fee challenges
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