Research and educational use only · Deterministic evidence, not predicted · Verify with primary literature · Not medical advice
Public / Authoritative Research
PubMed / NCBI OpenAlex Reactome Gene Ontology ClinicalTrials.gov · Research Activity
NeuropathIQ Governance Layer
Canonical entity resolution Authoritative identifiers Terminology reconciliation Semantic type controls
Provenance preservation Deterministic safeguards Evidence traceability
Public Research

Literature, biological ontologies, and clinical research activity.

Governed Data

Canonical entities, authoritative identifiers, terminology, and provenance.

Evidence Graph

Literature observations connected with authoritative biological knowledge.

Pattern Discovery

Deterministic analysis surfaces convergence and research patterns.

Research Insight

Bounded interpretation of a selected, already-computed pattern.

Research intelligence pipeline

A multi-stage research intelligence pipeline

Public research passes through several distinct processing stages before it becomes graph structure a researcher can investigate.

Ingest

Public literature, biological ontologies, and clinical-trial research activity are collected from authoritative sources.

Reconcile

Records and concepts across sources are matched to the same underlying research entities.

Normalize

Concepts are resolved to governed canonical entities and authoritative identifiers.

Connect

Literature observations are connected with authoritative pathway and biological-process knowledge.

Validate

Deterministic safeguards check entity resolution, semantic compatibility, provenance, and evidence traceability.

Trace

Every graph connection preserves a path back to the literature or authoritative biological source it was built from.

Interpret

Research Insight provides a bounded interpretation of a selected, already-computed graph pattern.

Why it matters

Built to reduce research friction

Neurology-focused

Focuses research exploration on neurological disease and related biology.

Reduce literature-screening burden

Brings literature observations, biological context, and provenance into one investigation.

Pathway-centric discovery

Reveals where disease-observed genes converge through authoritative pathways and biological processes.

Noise control

Governed normalization and deterministic safeguards reduce ambiguity and irrelevant graph structure.

Evidence-grounded interpretation

Research Insight interprets a selected graph pattern without changing the graph or its source evidence.

Built for research investigation

More than a question-answering layer over papers

NeuropathIQ combines a governed knowledge graph with traceable evidence, allowing researchers to investigate structured patterns rather than search publications in isolation.

Graph & evidenceGoverned, deterministic structure with traceable source evidence.
Research InsightBounded interpretation of a selected, already-computed pattern.

Research Insight is derived analysis, not source evidence, a causal conclusion, or a clinical recommendation.

Traceable by design

Every connection in the NeuropathIQ knowledge graph preserves its provenance, from the original publication or authoritative biological resource through to the graph structure a researcher explores.

See the AI disclaimer and Terms of use for details.

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