waveguard_fingerprint
Get a physics embedding of any data item (52-dim at Level 0, 62-dim at Level 1 with phase statistics). The fingerprint captures structural properties via wave-equation dynamics — useful for similarity search, clustering, baseline comparison, and drift detection. Works on JSON objects, token metrics, wallet activity, trading data, or any structured data.
Returns a deterministic vector with labeled dimensions (chi statistics, energy distribution, gradient patterns, and phase coherence at Level 1).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| data | Yes | Any data item to fingerprint: JSON object, numeric array, string, or structured record. | |
| field_level | No | 0 = real scalar 52-dim (default), 1 = complex field 62-dim. | |
| encoder_type | No | Data encoder. Omit to auto-detect. |