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How to Read a Dive Deeper Knowledge Graph
The knowledge graph maps the people, organizations, places, and topics behind a story and how they connect. Here is how to read one.
By Headlinne Editorial Team · Updated on
A web of the story, not a list
Instead of listing entities separately, the knowledge graph shows them as connected nodes — the most central figure or organization sits in the middle, with related people, places, and topics arranged around it.
Reading the connections
Lines between nodes represent a relationship — the strongest, most important connections are drawn more prominently, and many carry a short label describing the relationship itself, like "sanctions" or "negotiates with."
A static, considered layout
The graph is a finished diagram rather than an interactive tool you drag around — node placement and connection strength are calculated once, deterministically, from the same structured facts behind the rest of the report.
Where these connections come from
Behind the scenes, Dive Deeper builds a structured map of every entity and relationship mentioned across the research before writing the report — the knowledge graph you see is a visual rendering of that same underlying structure.
Key takeaways
- ✓The knowledge graph shows the story's key entities as connected nodes, with the most central one in the middle.
- ✓Line thickness and labels reflect the strength and nature of each relationship.
- ✓It is a static, deterministic diagram built from the same structured facts as the rest of the report.
Frequently asked questions
Can I click or drag the nodes?
No — the knowledge graph is intentionally static, a finished visual rather than an interactive tool, so it renders consistently and stays easy to read at a glance.
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