🧪 This platform is in early beta. Features may change and you might encounter bugs. We appreciate your patience!
opinionated
Opinionated reporting occurs when editorial judgments, political interpretations, or value-laden conclusions are embedded in news coverage without being labelled as opinion. The claim reads as objective reporting but carries an embedded evaluative stance. This differs from bias in sourcing or framing: here the reporter's or outlet's own position is stated or implied as settled fact.
A news article opens: 'In a reckless gamble with taxpayer money, the government announced a €5 billion infrastructure investment.' The word 'reckless gamble' is the reporter's evaluative judgment, not a fact, not a quote, not an attributed claim — embedded as though it were objective description.
A sports news article describes an athlete's contract refusal as 'greedy holdout behaviour,' while a separate article about a company refusing a union offer calls it 'holding firm on responsible fiscal management.' The evaluative language applies identical behaviour to different actors with opposite moral framing.
A crime report about a pre-trial suspect describes him as having 'a history of violence' and a 'troubled background,' while a feature on corporate fraud describes the executive as having 'cut corners under pressure.' The language embeds moral judgments that the audience will process as established facts.
Binary (yes/no) questions an LLM must answer to identify this aspect:
Is a normative judgment, evaluation, or interpretation presented in news-style language as if it were a verified fact?
Type: binaryAre hedging markers ('allegedly,' 'critics say,' 'according to') absent where they would normally be required?
Type: binaryWould reasonable people who share the same factual base disagree with the claim — suggesting it is evaluative rather than descriptive?
Type: binaryIs the opinion consistently aligned with the outlet's known ideological or commercial preferences?
Type: binaryOpinionated reporting occurs when editorial judgments, political interpretations, or value-laden conclusions are embedded in news coverage without being labelled as opinion. The claim reads as objective reporting but carries an embedded evaluative stance. This differs from bias in sourcing or framing: here the reporter's or outlet's own position is stated or implied as settled fact.
Audiences learn to distinguish news from opinion pages. When opinion language appears in news format, the distinction collapses and the evaluation is processed as factual information. The news frame lends authority to claims that are actually contestable.
Ask: is this a claim about what happened (factual) or about what it means, how bad it is, or what should follow (evaluative)? Could a reasonable person with the same facts reach a different conclusion? If yes, the claim requires attribution or labelling.
Common in political journalism where evaluative language ('socialist,' 'common-sense,' 'extreme') is used in news contexts without attribution. Also prevalent in crime coverage (moral judgments about defendants before conviction) and economic reporting (contested normative positions on policy).
Use these tools to detect, analyze, or train this aspect.