How Our System Checks the Data for You
Having access to materials data is one thing—trusting it is another. That’s why we built the Checker, a background system that makes sure the data stays correct, current, and useful.
What Is the Checker?
The Checker is a background service that:
- Finds incorrect or outdated values
- Detects changes from original sources
- Updates and corrects the database automatically
It works silently, behind the scenes—so you always work with the cleanest data possible.
How It Works
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Monitors for Updates
The checker regularly scans the original sources (articles, databases, records) and watches for new values or changes. -
Finds Inconsistencies
If something doesn’t match—like a typo in a value or missing field—it flags it. -
Fixes It Automatically
When it can, the system updates the record directly. If not, it marks the entry for review.
All of this happens on a schedule using background tasks. You don’t need to click anything—it just runs.
Why It Matters for Researchers
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✅ No outdated data
You’re always seeing the latest info from trusted sources. -
🔍 Less manual cleanup
No need to double-check numbers or hunt for corrected versions. -
🧠 Better results
Clean data leads to better models, papers, and decisions.
Trust Your Data, Every Time
The Checker does the boring stuff for you—so you can focus on the real work: research, analysis, and discovery.
It’s one more way our system helps you get ahead.