🕸️ Knowledge Graph

Graph Explorer

Visualize how GraphRAG traverses the knowledge graph to find answers. Click nodes to inspect entities and trace reasoning paths.

Scenario
“How does General Relativity predict gravitational waves?”
9/9 nodes · 10/10 edges
FOUND_ENTITYFOUND_ENTITYDEVELOPED_1915PROPOSEDDESCRIBESPREDICTSPREDICTSDETECTED_BYCONFIRMED_1919CORRECTION_REQUIRED_BY?Query1Albert Einstein1General Relativity2Spacetime Curvature2Gravitational Waves2Black Holes3LIGO Detector2Eddington (1919)2GPS Satellites
Select a Node

Click any visible node to inspect its entity type, hop distance from the query, and connections. Use the hops slider to see the graph expand step by step.

Graph Statistics
Visible Nodes9 / 9
Visible Edges10 / 10
Max Hops3
Avg Degree2.2
Entity Types4
Entity Types
PERSON
ORGANIZATION
LOCATION
MOLECULE
ORGANELLE
CONCEPT
PROCESS
CONSTANT
ELEMENT
QUERY

Small number on each node = hop distance from query node.

🧠 Graph Reasoning Path
Step 1

Entry: Query identifies Einstein and General Relativity as key entities

Step 2

Hop 1: DEVELOPED_1915 → Einstein proposed spacetime curvature as gravity

Step 3

Hop 2: PREDICTS edges → GR implies gravitational waves and black holes

Step 4

Hop 3: DETECTED_BY → LIGO confirmed waves 100 years after prediction

Steps highlight based on the current hop depth. Drag the slider above to walk through the reasoning.

🔴 Live Entity Query

Ask a science question — GraphRAG retrieves entities from TigerGraph and renders them as a live graph. Corpus covers physics, biology, chemistry, and astronomy.