Discover non-obvious connections between materials, properties, and applications.
Knowledge Graph Explorer
The Lattice Graph knowledge graph links compositions, properties, synthesis routes, applications, and patent families across 7 relationship types. BFS traversal surfaces unexpected material connections invisible to any single-source search. Endpoint: GET /v1/graph/subgraph.
Key outcomes
What goes in
Inputs this feature expects
- A seed composition, property, or application concept
- Desired traversal depth and relationship filters
- Optional target domain to limit the subgraph
What comes out
Outputs your team can act on
- A subgraph of related materials, properties, and applications
- Non-obvious connection paths with evidence for each edge
- Export-ready adjacency data for visualization or downstream analysis
Workflow
How teams use Knowledge Graph Explorer
Seed the traversal
Start from any known material, property value, or application keyword as the graph entry point.
Explore connected subgraphs
BFS expands outward through cross-domain relationships, surfacing adjacent materials and concepts the team may not have considered.
Export and act
The resulting subgraph feeds directly into screening, package generation, or IP exploration workflows.
Best fit
Where this feature adds the most leverage
- Discovery scientists looking beyond their current material family
- Program managers exploring adjacent opportunities in a new application domain
- AI and data teams building graph-augmented materials reasoning systems
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