Validation Status

Occult Master Verified framework — transparent benchmark evidence. This is engineering trust data, not marketing.

No calculation is marked verified until it has been reviewed against trusted benchmark snapshots. "Pending" means a trusted expected value is not yet on record. We never display a "verified" badge we haven't earned.

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Total fixtures

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Verified

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Reviewed

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Pending

Fixtures by category

Category	Fixtures	Verified	Reviewed	Pending

Last validation report

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What the statuses mean

Pending

A fixture exists but no trusted expected value is on record yet. The engine output is stored only for drift detection — never as truth.

Reviewed

Checked against at least one trusted reference for representative cases; differences understood and within tolerance.

Verified

Occult Master Verified — consistent agreement across a fixture set spanning multiple dates, locations and edge cases.