Unirust

A temporal-first entity mastering and conflict-resolution engine in Rust.

What it does

• Model records with explicit validity intervals.
• Resolve entities across multiple sources and perspectives.
• Detect direct and indirect conflicts.
• Export a knowledge graph for auditing and visualization.

How the basic example flows

The examples/basic_example.rs program creates five person records from CRM/ERP/Web/Mobile, defines identity rules (name+email) and a strong identifier (SSN), resolves clusters, detects conflicts, and exports a graph.

flowchart LR
  subgraph Sources
    CRM[CRM record]
    CRM2[CRM record]
    ERP[ERP record]
    WEB[Web record]
    MOB[Mobile record]
  end

  CRM --> R1[Record + descriptors + interval]
  CRM2 --> R3[Record + descriptors + interval]
  ERP --> R2[Record + descriptors + interval]
  WEB --> R4[Record + descriptors + interval]
  MOB --> R5[Record + descriptors + interval]

  R1 --> Store[Store]
  R2 --> Store
  R3 --> Store
  R4 --> Store
  R5 --> Store

  Ontology[Ontology\nIdentity key: name+email\nStrong ID: SSN\nConstraint: unique email]
  Store --> Linker[Entity resolution\nbuild_clusters_optimized]
  Ontology --> Linker

  Linker --> Clusters[Clusters]
  Clusters --> Conflicts[Conflict detection]
  Store --> Conflicts
  Ontology --> Conflicts

  Conflicts --> Observations[Observations]
  Observations --> Graph[Knowledge graph]
  Graph --> Outputs[JSONL / DOT / PNG-SVG / text summary]

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Example output (derived entities)

This diagram reflects the clusters and conflicts produced by running cargo run --example basic_example locally.

flowchart LR
  subgraph Cluster0["Cluster 0"]
    R3["R3 (crm:crm_002)\nJane Smith\[email protected]\n555-5678\n987-65-4321"]
  end

  subgraph Cluster1["Cluster 1"]
    R1["R1 (crm:crm_001)\nJohn Doe\[email protected]\n555-1234\n123-45-6789"]
    R2["R2 (erp:erp_001)\nJohn Doe\[email protected]\n555-9999\n123-45-6789"]
    R4["R4 (web:web_001)\nJohn Doe\[email protected]\n555-0000\n123-45-6789"]
  end

  subgraph Cluster2["Cluster 2"]
    R5["R5 (mobile:mobile_001)\nJohn Doe\[email protected]\n555-0000\n123-45-6789"]
  end

  R1 ---|SAME_AS all_time| R2
  R1 ---|SAME_AS all_time| R4
  R2 ---|SAME_AS all_time| R4

  R1 -. "CONFLICTS attr:2 150-200" .- R2
  R1 -. "CONFLICTS attr:2 180-200" .- R4
  R2 -. "CONFLICTS attr:2 180-250" .- R4

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Quick start

cargo run --example basic_example

Add to your project

[dependencies]
unirust-rs = "0.1.0"

Development

cargo test

License

MIT. See LICENSE.