GAIA-BT
GAIA·Phil
The biomedical AI orchestra.
Specialist agents, conducted around one ontology-governed knowledge graph — from a patient's omics to a validated therapy.
decodeGould
→
conductKarajan
→
verifyToscanini
The operating score
Five movements, one score.
Every case runs the same passage — read, conduct, develop, decide, verify — grounded on the graph at each beat.
The ensemble
Eight players, one podium.
Named for conductors and master violin-makers. Each owns one role; all read and write the same graph. A beat circulates the closed dry→wet→dry loop.
GAIA-Corpus™ — the ontology-governed neuro-symbolic knowledge graph
A disease world model — typed and provenance-backed.
Two lanes fill GAIA-Corpus™: neural retrieval for fuzzy mentions, symbolic resolution for identity. No edge enters without passing a Biolink check.
Neural lane
LLM extraction · SapBERT — fuzzy mentions, vectorized into Milvus
Symbolic lane
NameRes · NodeNorm · Babel — collapse to one canonical, typed node
Constraint gate
Biolink validation — every edge typed before it lands
MONDOCHEBIHGNCUniProtKBGO+ LinkML ext · RBM39
One graph. Every therapy, conducted.
For pharma, biotech, and investors who want discovery to run like an orchestrated system — not a relay race.