Ground

What does the system know, and how do we prove where it came from?

What we will measure

Definitions are published before results. No measurement for this programme has been published yet.

Provenance coverage
Share of graph assertions with a recorded source
Contradiction rate
Share of facts that conflict with another recorded fact
Update cost
Compute and time to ingest a document update into the graph
Answer accuracy per unit of graph size
Answer quality relative to stored graph size

Connected projects

Connected projects
ProjectTypeProgrammeHOPn roleStatus
SLDE-AFT

Corroborated extraction and offline LoRA extraction feeding the knowledge graph.

Research projectGround, FoundationDeveloperIn progress
Semvec

Temporal and versioned memory.

Research projectGroundDeveloperIn progress
Invoice automation

Shared testbed for the Route, Ground and Assure programmes.

Research projectRoute, Ground, AssureDeveloperIn progress
Sovra AI

Compute efficiency across hardware sizes, private retrieval over documents and graph pruning.

Research projectFoundation, GroundDeveloperIn progress

Planned work

Planned work for the next twelve months, counted from the start of the programme.

Planned work
monthsProgrammeSummaryStatus
3–6GroundGraph-pruning studyPlanned