✦ Dive Deeper
How to Read a Dive Deeper Mind Map
When a story is a web of related themes without one dominant chain, Dive Deeper generates a mind map instead of a knowledge graph.
By Headlinne Editorial Team · Updated on
A fallback for stories without a clear network
The mind map is used specifically when a story does not have enough distinct, well-connected entities to justify a full knowledge graph — instead, it organizes the material as a central topic with branching themes.
Center, branches, and sub-points
A central concept sits in the middle, connected to several major branches, each of which can further break down into smaller sub-points — a hierarchy rather than a tangled network of many-to-many connections.
Good for exploratory topics
This format tends to suit broader explainer-style stories — a topic with several related angles rather than a single chain of events or a dense web of named entities.
Never shown alongside a knowledge graph
A report generates either a knowledge graph or a mind map for its network-style view, never both — the two cover overlapping ground, so only whichever fits the story's data better is chosen.
Why Headlinne picks this shape
Some subjects progress and some spread out. Headlinne matches the visualization to the structure of the topic rather than applying one house format everywhere, so a branching policy area gets a mind map while a sequence of events gets a timeline. The shape itself is information about the subject.
Key takeaways
- ✓Headlinne uses a mind map when a topic branches rather than progresses, so the shape of the visualization matches the shape of the subject.
- ✓The mind map is used when a story lacks the dense entity network needed for a full knowledge graph.
- ✓It organizes material as a central topic with branches and sub-points, rather than a many-to-many network.
- ✓A report shows either a knowledge graph or a mind map, never both.
Frequently asked questions
What is a mind map better for than a timeline?
Subjects that spread out rather than move forward — a policy area with several distinct strands, for example. Headlinne chooses between them from the story’s structure instead of defaulting to one format.
Is the mind map less accurate than a knowledge graph?
No — it is simply a better fit for stories organized around themes rather than a dense web of named entities. Both are generated the same deterministic way from the same underlying facts.
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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.
Why Some Dive Deeper Reports Have No Visualizations
A text-only report is not a failure — it means the underlying facts genuinely did not support a chart, timeline, or map. Here is why that is by design.
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