Dataset Hygiene Observation Report

A mechanical observation of one already-public CSV or JSONL benchmark file, tied to its SHA-256 and delivered with the exact rules, tool versions, parameters, findings, and unknowns.

$399

one-time

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What you get

One public CSV or JSONL file, at most 5,000 rows, 20 MB, and two splits
Markdown and JSON findings for shape, duplicates, overlap, and literal matches
Timestamped declared-link observations with unavailable states kept explicit
Exact commands, versions, parameters, and whole-input SHA-256 manifest
No code execution, contamination claim, rights opinion, or release approval
Delivery within two business days after accepted public scope

Specimen status UNKNOWN

The catalog points to a specimen, but its compiled artifact cannot be read. No current proof is asserted.

View the machine-readable offer and no-specimen status

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US Tech Automations is a data and automation company. These are our own service terms, not a government fee, filing cost, or permit charge. Nothing on this page is legal, engineering, or financial advice.

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