Daylila
How the news actually works

Lesson 3 of 13

Where the facts come from

Judge how far to trust a claim by looking at its source.

01 · Learn · the idea

A story made it through the filter and onto the page. Now look inside it. Every sentence that claims something happened — “the company will cut 400 jobs,” “officials fear the worst,” “the drug works” — got that claim from somewhere. Trace the somewhere, and you’ve found the real foundation a story stands on. A story is only ever as solid as where its facts came from. Learn to ask one question — says who? — and you can weigh a story the way the reporter who wrote it should have.

Every fact has a supplier

Journalists rarely witness events themselves. They get facts from sources: a named official, an anonymous insider, an eyewitness, a company’s press release, a court document, a scientific paper, or — increasingly — another news outlet repeating someone else. The source is the supply chain behind the claim. And like any supply chain, some links are sturdy and some are rotten.

The single most useful habit you can build is to notice the attribution — the little phrase that tells you where a fact came from. “According to police.” “A senior official, speaking on condition of anonymity.” “The study found.” “Sources say.” Reporters put these in for a reason: they’re telling you how much they’re standing behind the claim versus passing along someone else’s word. Most readers skate right over them. Slow down on them and a story’s real strength comes into focus.

The hierarchy of sources

Not all attributions carry the same weight. Roughly, from sturdiest to flimsiest:

  • A primary document you can check. A court filing, a public record, an audited financial report, the actual scientific paper. You don’t have to trust anyone’s summary — the thing itself exists and can be examined. This is the gold standard.
  • Several independent named sources. Different people, with no shared motive, who put their names to it and can be held to it. If three independent people say the same thing, a single liar can’t be the cause.
  • One named source. A person on the record, accountable for what they said. Decent — but ask what they gain by saying it.
  • An anonymous source. Sometimes the only way real wrongdoing reaches the public — a whistleblower needs protection. But “a person familiar with the matter” is one person, unverifiable by you, with a hidden motive. Treat it as a lead, not a proven fact.
  • A press release. Pre-written by the company or campaign it’s about, designed to flatter them. When it’s reprinted with light edits, that isn’t news so much as someone else’s advertising wearing a news font.

A worked example: “a person familiar with the matter”

Here’s a real-shaped sentence: “The company is planning mass layoffs, according to a person familiar with the matter.” It reads like solid news. Take it apart.

Who is that person? You don’t know — and crucially, neither do you know their motive. It could be a rival firm seeding a damaging rumour. A disgruntled employee. Or — this happens constantly — the company itself, floating a “trial balloon” through an anonymous channel to see how markets and staff react before deciding anything. Each of those produces the exact same sentence, and they can’t all be true.

How many people is it? One. A single anonymous claim is one person’s word, and you cannot weigh it because you cannot see them.

Now compare two stronger versions of the same story. “The company will cut 400 jobs, according to a regulatory filing it submitted Monday” — that’s a primary document; the layoffs are real and the number is checkable. Or “Three former executives, all named, independently described the plan” — that’s multiple accountable people with no shared reason to lie. Same headline, wildly different foundations. The careful reader doesn’t ask “is this story true?” so much as “how do they know, and how would I check?”

The access trade

One more force shapes sourcing, and it’s invisible unless you know to look for it. Reporters need access — to officials, to insiders, to the people who know things. Those people grant access in exchange for something: favourable framing, a flattering quote, a story timed to help them. A reporter who burns a powerful source loses the scoops. So there’s a quiet pressure to keep important sources happy, which can tilt how their claims get presented. It’s not usually corruption — it’s the gravity of needing to be let back in the room. When a story leans heavily on insiders who clearly benefit from how it’s told, that’s worth noticing.

The whole, behind the words

Step back and the picture changes. A news story isn’t a fact handed down from above; it’s a structure resting on human sources, each with knowledge, limits, and motives. The reporter’s job is to pick sturdy sources and tell you which they used. Your job, now, is to read the attributions they leave you — says who, how many, named or hidden, with what to gain, and is there a document I could check?

You are not a passive receiver of facts. You’re the last link in that supply chain, and the only one who can decide how much weight a claim has earned before it settles into what you believe. Most of the time you won’t chase the primary document — nobody has time to check everything. But knowing the chain is there, and roughly how sturdy this link is, is the difference between believing a thing and merely noting that someone, somewhere, said it. With selection, agenda, and sourcing in hand, you’ve seen how a story gets chosen. Next we turn to how the very same true facts get shaped — and that’s where the real sleight of hand lives.

02 · Try · the lab

03 · Check · quick quiz

1. A story says: 'The deal is collapsing, according to a person familiar with the matter.' What is the single most important limit of this sentence?

  • It's one anonymous person, so you can't see who they are or what they gain
  • Anonymous sources are never allowed in real journalism
  • It doesn't give the exact time the deal collapsed
  • The reporter clearly didn't try hard enough
Answer

It's one anonymous person, so you can't see who they are or what they gain — It's a single hidden source with an unseen motive — it could even be one side floating a trial balloon. Anonymous sourcing is sometimes necessary, but one of them is a lead to chase, not a proven fact.

2. Four versions of the same story use different sources. Which claim rests on the sturdiest foundation?

  • 'Sources say' the company is in trouble
  • A company press release announcing record success
  • The figure comes from a public regulatory filing the company submitted
  • An insider, speaking anonymously, described the plan
Answer

The figure comes from a public regulatory filing the company submitted — A primary document exists whether or not you trust anyone — you can check the thing itself. A press release is the company's own spin, and 'sources say' or one anonymous insider is unverifiable by you.

3. Why does a reporter who depends on a powerful insider for scoops face a quiet pressure on how they tell the story?

  • The insider pays the reporter directly
  • Burning that source means losing future access, so there's pressure to keep them happy
  • Editors require every story to flatter its sources
  • There is no such pressure — access never affects coverage
Answer

Burning that source means losing future access, so there's pressure to keep them happy — It's rarely corruption — it's the gravity of needing to be let back in the room. A reporter who burns a key source loses the scoops, which can tilt how that source's claims get framed. Worth noticing when a story leans on insiders who benefit from it.