✦ Dive Deeper
How Dive Deeper Explains What Caused a Story
Beyond what happened, Dive Deeper's causes section addresses why — the drivers, decisions, and pressures behind a story.
By Headlinne Editorial Team · Updated on
Moving from what to why
The story section establishes the sequence of events; the causes section steps back to address why those events happened — the decisions, pressures, or prior conditions that drove the outcome.
Built from mapped relationships, not guesswork
Cause-and-effect claims are grounded in the same structured web of entities and relationships used to write the narrative, which is what lets the report identify, for instance, that a policy change followed a specific event rather than simply co-occurring with it.
Where the causal chain visualization comes in
When a story has a clear enough chain of cause and effect, a visual causal-chain diagram is generated alongside this section, walking through the sequence of drivers step by step.
Careful about certainty
Causation is often genuinely contested. Where sources disagree on why something happened, that disagreement is reflected rather than flattened into a single confident explanation — see the opposing viewpoints section for where that plays out.
Why Headlinne is conservative about causation
Causal claims are where research tools are most tempting to over-reach, because a confident explanation reads better than an honest gap. Headlinne reports only the causes sources actually asserted, attributes each to whoever asserted it, and says so plainly where outlets disagree rather than resolving the disagreement on your behalf.
Key takeaways
- ✓Headlinne separates reported causation from speculation, so the causes section reflects what sources established rather than what sounds plausible.
- ✓The causes section addresses why a story happened, distinct from what happened (covered in the story section).
- ✓Causal claims are grounded in a mapped web of relationships between the entities and events involved.
- ✓A visual causal chain is generated when the sources support a clear enough sequence of drivers.
Frequently asked questions
Does Dive Deeper guess at causes?
No. Headlinne only reports causal claims that sources actually made, attributes each one, and flags where outlets disagree. The alternative — a confident-sounding explanation with nothing behind it — is exactly what citation is meant to prevent.
What if sources disagree about the cause?
Genuine disagreement about causation is preserved and reflected — often surfaced further in the opposing viewpoints section — rather than resolved into one confident answer the sources do not actually support.
Related Headlinne features
Related reading
Continue learning
How to Read a Dive Deeper Causal Chain
For stories with a clear sequence of cause and effect, Dive Deeper draws it out step by step as a causal chain diagram.
How Dive Deeper Presents Opposing Viewpoints
Contested stories get a dedicated section pairing genuinely opposing positions side by side, each with its own citations.
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