Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
Convert the preprocessed tokens into a unified representation for further processing.
### Example Implementation
Here's an example of how you might implement these strategies in Python:
#### Language Detection
You can use libraries like…
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.