Entity Resolution

Clusters emerge
from behavior.

Contrastive embeddings map wallet behavior into 64 dimensions. HDBSCAN groups them into entities without manual labels.

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Entity Profile LIVE
Embedding64-dim vector
Cluster IDENT-4821
Linked wallets7
ChainsETH, ARB, BASE
Confidence0.94
Clustering Engine

Wallets become entities.

64-dim
contrastive embeddings
HDBSCAN
density-based clustering
SupCon
supervised contrastive learning
Resolution Pipeline

From features
to entities.

A four-stage pipeline transforms raw transaction features into entity clusters with cross-chain linkage.

Entity Pipeline
1
Feature extraction
14 behavioral dimensions per address
2
Contrastive encoding
SupCon projects to 64-dim space
3
Density clustering
HDBSCAN groups similar embeddings
4
Entity assignment
Cluster ID and confidence assigned
Cross-Chain Linkage

Link wallets across chains.

Behavioral similarity links wallets owned by the same entity even when addresses differ across chains. No manual tagging required.

Same entity across ETH, ARB, BASE0.94
Behavioral fingerprint matchConfirmed
7 wallets linked to ENT-4821Active

See entity resolution in your data.

We cluster live addresses into entities with full embedding visualization during the demo.

Request a demo