NoteUpdated 13h ago · 82 words
Data quality
Data quality
Category: system quality
Summary: The clarity, completeness, consistency, and usefulness of information in a knowledge system.
What it means
Data quality affects retrieval and AI answers. Clear titles, source context, links, and summaries produce better downstream use.
How it shows up in personal knowledge management
It connects to templates, checklists, metadata, source-notes, and ounie.
Common mistakes
- Uploading or saving thin sources and expecting rich answers.
- Letting duplicates and inconsistent names accumulate.