🗞️ News Basics
News and Journalism Glossary: 40 Terms Explained
A plain-English glossary of the journalism, media, and news technology terms you will encounter as a reader—from byline and embargo to clustering and RAG.
By Headlinne Editorial Team · Updated on
How to use this glossary
Most news vocabulary is industry shorthand that outsiders are expected to absorb by osmosis. Knowing the terms changes how you read: once you know what "according to a person familiar with the matter" signals, or why a correction is formatted a particular way, you extract more from the same article.
These are grouped by area. Each has a longer article behind it if you want the full explanation.
Newsroom and reporting terms
The vocabulary of how stories are made:
- Byline — the reporter's name on a story; an indication of accountability
- Dateline — the place and date a story was reported from
- Lede — the opening sentence or paragraph carrying the core of the story
- Nut graf — the paragraph explaining why the story matters
- Inverted pyramid — the convention of putting the most important information first
- Embargo — an agreed time before which information may not be published
- On the record / on background / off the record — the levels of source attribution
- Wire service — an agency such as Reuters or the AP supplying reporting to many outlets
- Stringer — a freelance reporter filing from a location
- Spike — to kill a story before publication
Editorial and ethics terms
The vocabulary of standards:
- Correction — a published fix to a factual error, usually with a note
- Retraction — full withdrawal of a story found to be fundamentally wrong
- Op-ed — an opinion piece, historically opposite the editorial page
- Editorial — the outlet's own institutional opinion, not a reporter's
- Conflict of interest — a relationship that could compromise impartiality
- Fact-checking — verifying claims before or after publication
- Primary source — the original document, recording, or firsthand account
- Attribution — stating where a piece of information came from
- Anonymous source — a source whose identity is withheld, with reasons
- Native advertising — paid content designed to resemble editorial content
Media business terms
How the industry is funded:
- Paywall — a barrier requiring payment to read; hard, soft, or metered
- Metered access — a set number of free articles before payment is required
- CPM — cost per thousand advertising impressions
- Programmatic advertising — automated ad buying and placement
- Syndication — licensing content to other outlets
- Public service media — publicly funded broadcasters such as the BBC or NPR
- Nonprofit newsroom — journalism funded by grants and donations
- Sponsored content — advertiser-funded material, required to be labeled
News technology terms
The vocabulary of how news reaches you:
- Aggregator — a product collecting stories from many publishers
- RSS — an open format for subscribing to a publisher's output
- Clustering — grouping multiple outlets' coverage of the same event
- Ranking — ordering a feed by predicted relevance
- Personalization — tailoring the feed to an individual reader
- Filter bubble — an information environment that mostly reflects your existing views
- Embedding — a numerical representation of text that lets software compare meaning
- Semantic search — search by meaning rather than exact keyword match
- RAG — retrieval-augmented generation; grounding an AI answer in retrieved documents
- Hallucination — an AI system stating something confidently that its sources do not support
- Bias score — a signal indicating a source or article's political leaning
- Cold start — the problem of personalizing for a reader with no history yet
Key takeaways
- ✓Newsroom shorthand carries real information—knowing it changes how much you get from an article.
- ✓Attribution levels, correction practices, and sourcing language are the most useful terms for a reader.
- ✓Technology terms like clustering, ranking, and RAG explain why your feed looks the way it does.
Frequently asked questions
What is the difference between a correction and a retraction?
A correction fixes a specific factual error while the story stands. A retraction withdraws the story entirely because its central claim was wrong or unsupportable.
What does "according to a person familiar with the matter" mean?
It signals an anonymous source with direct knowledge, granted anonymity typically because they are not authorized to speak. Treat it as credible but unverifiable, and weaker than named attribution.
What is the difference between an op-ed and an editorial?
An op-ed is an opinion piece by an individual, often an outside contributor. An editorial is the institutional position of the outlet itself, written unsigned by its editorial board.
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