Observed arrival · 2026-10-08
Claimstone wants literature answers to show their receipts
Claimstone describes an open-source workflow for finding research papers and answering fixed questions with evidence tied to verbatim quotes.
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- For
- Researchers screening literature across a topic
- Worth noticing
- In an explicitly illustrative example, it rejects a claim adding “1.2” when that number is absent from the cited quote.
Field notes
The described process keeps an acquisition record, including why a paper could not be obtained, so a thin evidence base is not presented as a clean absence of findings. Claimstone says it stops when the share of found material it obtained falls below a threshold set in advance. Its homepage also presents the example claim checks as illustrative, not as results from a real paper.
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●ProPolished or operationally mature
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