Credential · label · 2026-07-25

TRIPLE-BARRIER LABELS · meta-label + uniqueness (López de Prado)

LABELS SEALED

A track record judged by the MIZAN gate inside a zero-knowledge proof: returns after costs, the out-of-sample split and the overfitting corrections recomputed in-circuit, the strategy never revealed. Anyone can verify this credential offline. Every verdict on the registry is published, including this one.

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Verify it yourself

Download the bundle, run the verifier with the network off. The verdict recomputes on your machine in about 81 ms.

./mizan-verifier-v11-macos-arm64 mizan_labels.bundle btc_daily.csv --label-schema
The record
DatasetBTC · daily OHLC · flagship (1,096 bars)
Minted (UTC)2026-07-25T15:56:00Z
VerdictLABELS SEALED
Kindlabel
Engine erav11 · both-schools validation-complete
Engine statuslive
Credential hashf30b612ffc2be934
Anchor SHA-256f30b612ffc2be9348f6e64becdf705bad14dfd21df5fcf2459247001ec4f881f
Timestamp (TSA)Jul 25 22:22:00 2026 GMT
Bitcoin / OTSconfirmed · Bitcoin block 959655
Registry leaf9fc73f065592a9e4ce5f8bc2570cac0418af811ad44d16bdf6b5104ed3e237ba
Leaf index50
Registry rootf878bf4d24bda7d7e90d09c9345418b9c77ec4ac866df57ac76eff8ee44c5f26
Proof size220 KB
IssuerMIZAN

What a verdict means: what a PASS asserts · what we refuse to certify · reading a verdict · the VTR-1 standard.