Datasets:
uid string | dataset_id string | jurisdiction string | court_level string | year int64 | area_of_law string | pillar string | series string | input_time_entries_summary string | input_phases_task_codes_summary string | input_invoice_narrative_summary string | input_totals_summary string | input_duplication_flags string | input_client_update_record 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-billing-narrative-time-entry-coherence-risk-v0.1 | UK | Firm Billing | 2,023 | Commercial | systemic_health | 4B | Entries: draft LBA 3h; review contract 2h; call client 0.5h | Phase: pre-action; codes PA1 PA2 | Narrative: pre-action advice and LBA preparation | Total: £1,100 matches entries | null | Update email sent re LBA | Is billing coherence intact. Answer coherent or incoherent. | coherent | Narrative and totals align with entries. | stable | 0 | Synthetic |
BL-TR-002 | legal-billing-narrative-time-entry-coherence-risk-v0.1 | UK | Firm Billing | 2,023 | Commercial | systemic_health | 4B | Entries: disclosure review 8h; doc tagging 6h | Phase: disclosure; codes D1 D2 | Narrative: drafting statement of case and pleadings | Total: £2,800 matches entries | null | No client update | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Narrative misstates work category. | billing_dispute_risk | 0 | Synthetic |
BL-TR-003 | legal-billing-narrative-time-entry-coherence-risk-v0.1 | US | Firm Billing | 2,022 | Employment | systemic_health | 4B | Entries: depo prep 5h; depo attendance 7h; follow-up 2h | Phase: discovery; codes DISC | Narrative: deposition preparation and attendance | Total: $4,200 matches entries | null | Client warned about deposition week | Is billing coherence intact. Answer coherent or incoherent. | coherent | Clean mapping. | stable | 0 | Synthetic |
BL-TR-004 | legal-billing-narrative-time-entry-coherence-risk-v0.1 | US | Firm Billing | 2,022 | Employment | systemic_health | 4B | Entries: research motion 4h; draft motion 6h; revise 3h | Phase: motions; codes MOT | Narrative: routine correspondence and calls | Total: $3,900 matches entries | null | No update | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Narrative understates substantive work. | billing_dispute_risk | 1 | Synthetic |
BL-TR-005 | legal-billing-narrative-time-entry-coherence-risk-v0.1 | UK | Firm Billing | 2,022 | Property | systemic_health | 4B | Entries: site visit 2h; photo review 1h; letter to landlord 1.5h | Phase: protocol; codes PR1 | Narrative: protocol investigation and correspondence | Total: £720 matches entries | null | Update sent | Is billing coherence intact. Answer coherent or incoherent. | coherent | Consistent billing story. | stable | 0 | Synthetic |
BL-TR-006 | legal-billing-narrative-time-entry-coherence-risk-v0.1 | UK | Firm Billing | 2,022 | Property | systemic_health | 4B | Entries: counsel conference 2h; draft witness statement 5h; disclosure 6h | Phase: witness and disclosure; codes W1 D1 | Narrative: protocol letters only | Total: £2,600 matches entries | null | Client update missing | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Narrative omits major litigation steps. | billing_dispute_risk | 1 | Synthetic |
BL-TR-007 | legal-billing-narrative-time-entry-coherence-risk-v0.1 | EU | Firm Billing | 2,020 | Commercial | systemic_health | 4B | Entries: contract negotiation call 1h; redline 3h; review counterparty changes 2h | Phase: negotiation; code NEG | Narrative: contract negotiation and review | Total: €1,500 matches entries | null | Client updated | Is billing coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable | 0 | Synthetic |
BL-TR-008 | legal-billing-narrative-time-entry-coherence-risk-v0.1 | EU | Firm Billing | 2,020 | Commercial | systemic_health | 4B | Entries: review emails 2h; review emails 2h (duplicate); call 0.5h | Phase: comms; codes C1 | Narrative: email review and call | Total: €900 includes duplicate time | Dup: repeated identical entry | Client update N/A | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Duplicate entry inflates total. | billing_dispute_risk | 0 | Synthetic |
BL-TR-009 | legal-billing-narrative-time-entry-coherence-risk-v0.1 | UK | Firm Billing | 2,021 | Employment | systemic_health | 4B | Entries: settlement advice 1.5h; draft response 1h | Phase: settlement; code SET | Narrative: settlement advice and drafting response | Total: £500 matches entries | null | Update sent | Is billing coherence intact. Answer coherent or incoherent. | coherent | Straight and accurate. | stable | 0 | Synthetic |
BL-TR-010 | legal-billing-narrative-time-entry-coherence-risk-v0.1 | UK | Firm Billing | 2,021 | Employment | systemic_health | 4B | Entries: hearing prep 8h; hearing attendance 6h | Phase: hearing; code HRG | Narrative: minor admin and filing | Total: £2,800 matches entries | null | No update | Is billing coherence intact. Answer coherent or incoherent. | incoherent | Narrative contradicts heavy hearing work. | billing_dispute_risk | 1 | Synthetic |
What this dataset does
You receive
time entries summary phase and codes invoice narrative totals dup flags client updates
You decide
coherent or incoherent
Daily use
bill narrative QC
time entry duplication detection
dispute risk flagging
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