dataset

Dataset

Current pack notes, public sample, and September 8 release status.

Updated

Current artifact

Public samplestatement.csv
Current shapebank statement CSV
Statuspublic preview
Rows512 · 490 completed · 22 reverted
WindowJan 31 – Apr 29, 2026
Merchants20 distinct descriptions
CurrencyUSD, card payments only
Amounts−$1.99 to −$86.49 · −$9,944.83 total

Schema fields

Type, Product, Started Date, Completed Date, Description, Amount, Fee, Currency, State, Balance.

Current release note

The current public sample is a single shared pack used across the visible rankings. The September 8 update refreshes model coverage while keeping the sample stable.

Next release

Planned additions include more source shapes, more merchant diversity, and clearer separation between public sample rows and scored holdouts.

Gold labels

Categories14 labels
Target COA48 accounts, services firm
Reviewers2 independent, 31 rows adjudicated
Split rows64 mixed-use
Tax-sensitive rows96
Context rows118 need policy or history

Scoring scope

All 512 rows are sent to every participant. The 490 completed rows are scored on all six tracks; the 22 reverted rows must be flagged, not categorized, and only feed the reliability column. A private holdout is planned for v1.3.

Client context

Each run ships a one-page client profile (travel per-diem policy, coworking lease, 50% meals rule) and a 90-day vendor history with 38 prior postings. Context-fit rows are the ones where that material changes the correct answer.

Current release note: the public sample is stable; the September 8 refresh updates model coverage and site metadata.