Toloka & Mindrift Task Guide: Website Classification with Practice Test
When working on web content evaluation tasks for annotation platforms like Toloka or Mindrift, consistently categorizing links into Clickbait, NSFW, or Other / Safe categories is essential to maintaining high quality scores and qualification standard levels.
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This guide breaks down key guidelines, provides example classification scenarios, and includes an interactive 5-question mock test to evaluate your accuracy.
1. Standard Category Definitions
Clickbait
- Sensational Titles: Over-exaggerated claims or extreme hooks (e.g., "You won't believe what happened next!").
- Information Gap: Intentionally withholding essential facts to force a click.
- Content Disconnect: Headlines promising major reveals that lead to irrelevant or low-quality content.
- Ad-Trap Layouts: Pages structured around excessive slideshows or aggressive pop-ups.
NSFW
- Explicit Adult Content: Full nudity, sexually explicit material, or pornography.
- Partial Nudity & Erotica: Suggestive imagery, uncovered explicit models, or erotic content.
- Gore & Violence: Graphic depictions of blood, physical injury, severe harm, or violence.
- Hate & Illegal Goods: Sites promoting illicit drug trading, weapons, or hate speech.
Other / Safe
- Mainstream News: Factual reporting from established, neutral news portals.
- E-Commerce & General Blogs: Normal shopping sites, technical blogs, or official portals.
- Educational Content: Scientific journals, reference encyclopedias, and government portals.
Core Rules to Keep in Mind:
- Evaluate the Destination Page: Always base decisions on what loads on the landing page, not solely on the text of the initial URL string.
- Priority Hierarchy: NSFW always takes precedence over Clickbait. If a site features clickbait tactics but hosts explicit NSFW material, mark it as NSFW.
- Broken Links: If a URL displays a 404 error, domain expiration, or severe load error, refer to your specific platform guidelines for tags like "Page Not Loading" instead of guessing.
2. Classification Practice Scenarios
Headline: "She opened this 100-year-old box found in her attic, and what was inside left doctors speechless!"
Landing Page Behavior: Page opens with a 15-slide gallery containing dense banner ads. After clicking through 10 generic slides, the article mentions an old diary with no medical relevance.
Reasoning: Uses an exaggerated emotional hook, creates a deliberate information gap, and employs an ad-trap layout to maximize ad impressions.
Headline: "Local authorities investigate incident at city center park."
Landing Page Behavior: A standard news website reporting on a local police investigation with factual descriptions and standard news banner ads.
Reasoning: Standard factual reporting on sensitive events remains labeled as Safe unless graphic visual gore or sensationalized clickbait tactics are introduced.
Headline: "You won't believe what this celebrity wore on her beach vacation!"
Landing Page Behavior: Clicking through redirects to a site displaying uncensored paparazzi photos featuring explicit nude imagery.
Reasoning: Though the headline uses clickbait phrasing, NSFW safety risks take immediate priority over clickbait labels.
3. Practice Quiz (5 Questions)
Test your knowledge with these practical scenarios. Select your answers below and click Check My Score to receive feedback.
