01
Organisation
Understand the project, its partner institutions and the people behind the work.
Explore the pilotYour research.
In full view.
Turn your project, institute or university website into a connected view of its people, papers and progress. Built to stay current as your research grows.
Made for research at every scale
ProjectsInstitutesUniversitiesResearch networks
One organisation.
A whole research ecosystem.
Research is spread across team pages, publication lists, project sites and event announcements. Bring it together in a source-linked view users and AI agents can explore and reuse - and make your research broadly discoverable.
02
Researchers
Find researchers and their affiliations. See the expertise that makes a team.
Meet the researchers03
Papers
Follow published work and preprints, with links back to the collected sources.
Browse publications04
Events
Keep the conferences, summer schools and community events in the same picture.
Discover eventsKeep publishing.
Keep the picture growing.
Connect your existing website and let a repeatable collection process turn published information into research knowledge.
- 01 / CONNECT
Start with your website.
Add the site for your project, institute or university. During early access, we help define its scope and connect the sources.
- 02 / UNDERSTAND
Build the connections.
Collect published pages and organise people, institutions, papers and events into a graph with links to the evidence.
- 03 / FOLLOW
Stay in the picture.
Scheduled collection refreshes the graph as sources change. Explore it through your project’s site or connect your own tools.
From research activity
to research insight.
We’re building toward a full scientometric view: how knowledge develops, where collaboration happens, and how research reaches the world.
Help shape the next stageCollaboration & expertise
Map co-authorship, research communities and connections across institutions.
Output & impact
Enrich the graph with citation data, publication trends and transparent indicators.
Developments as they happen
Follow emerging topics and receive change alerts for the research you care about.
Bilateral AI.
Already connected.
Meet the BilAI Knowledge Graph: a public view of the Bilateral AI research project, built from its official website.
Open the knowledge graph- Partner organisations
- —
- Researchers
- —
- Papers & preprints
- —
- Events
- —
Explore it.
Query it. Build with it.
A project’s knowledge should be useful beyond its website. The BKG pilot already offers public read access for researchers, applications and AI assistants.
Try the public BKG graph Read access
Retrieve the project’s researchers as JSON.
curl --get \
'https://bkg.semantic.observer/api/v1/researchers?limit=10'Query the project’s current graph snapshot.
PREFIX schema: <https://schema.org/>
PREFIX so: <https://semantic.observer/ontology/project#>
SELECT ?name WHERE {
GRAPH <https://bkg.semantic.observer/graph/bilateral-ai/metadata> {
?project so:activeGraph ?graph .
}
GRAPH ?graph {
?person a schema:Person;
schema:name ?name .
}
} ORDER BY ?name LIMIT 10Connect an MCP client using Streamable HTTP.
https://bkg.semantic.observer/mcpUse this URL in your client’s remote MCP server settings. Public read access requires no account.
See available tools & setup ↗Start with clarity.
What can I use today?
Explore the public Bilateral AI pilot, including its organisation, researchers, papers and events. You can also query its graph using SPARQL, access the JSON API, or connect an MCP client. Sign in with your Dobriy Account to add your organisation’s website and start a Nexus crawl.
How up to date is the information?
Freshness depends on the source and collection schedule. The BKG pilot is configured to collect its website weekly and check for a completed collection every hour. Completed Nexus crawls supply the graph updates. Live change alerts are in development.
Does this include full scientometric analysis?
That is the direction of the service. Today’s pilot connects information published on the project website. Broader publication and citation enrichment, co-authorship analysis and research indicators are in development; website records alone are not a complete measure of research impact.
Is the research data public?
The BKG pilot and its SPARQL, API and MCP interfaces are publicly readable. Editing and collection administration remain with the project owner. Other organisation workspaces require a Dobriy Account. Their owners control access.
Your research story
starts with a link.
Bring your project, institute or university. Connect your first source and build a view that grows with your work.