Claims is a Bittensor subnet (SN111) where miners extract structured claim-and-evidence data from scientific papers, and validators audit that work and reward the best of it, building a canonical graph of science.
Mainnet · our validator
Production quantity and quality
Silver coverage, judge agreement, and known-answer challenge accuracy over time.
Papers processedDistinct papers with a finalized mainnet Silver record from our validator. Each paper counts once, on the UTC day of its first Silver record.
5,511
Cumulative since launch
Accepted unanimouslyAccepted Silver claims approved by both primary judges without a tiebreaker, divided by all accepted claims. Measures judge agreement.
95.5%
Oct 13 UTC · 7,713 accepted decisions · partial
Synthetic challenge accuracyReviewer answers correct on synthetic challenges with known answers, divided by all scored answers.
47.0%
Oct 13 UTC · 6,000 scored answers · partial
Papers and quality over time Papers use the left axis; both percentages use the right. For 90d and All, percentages are weighted weekly. Judge agreement starts Sep 9, 2026, when the panel changed.
UTC days. Hollow points mark a partial current day or week. Updated Oct 13, 2026, 11:00 AM UTC.
Network Health
Network-wide extraction scoring, consensus review activity, and recent validator health.
Scored MinersDistinct miners with at least one final Silver batch score on this network.Loading
-miners
All-time Silver-scored participation.
Network StatusA run is one validator scoring cycle: a batch of papers is assigned, miners submit extractions, and the validator audits and scores the results.Healthy
Running
A validator run is in progress and started 1h ago.
Extraction TrendAverage of each run's final mean Silver batch score across the last 10 Silver-scored runs. Running and diagnostic-only runs are excluded.Watch
0.662
↓ -9.1% vs prior 10 runs
Tracks recent completed extraction runs. Consensus remains a separate series below.
Extraction RunsUnique completed validator runs with at least one final Silver score on this network.
-runs
All-time completed Silver-scored cycles.
Consensus RunsCompleted miner consensus rounds currently available on this network.
29runs
Consensus review cycles stored by the backend.
Papers with Bronze extractionDistinct papers with a completed Bronze reference extraction on this network. The Silver production count above uses a different milestone.
5630papers
All-time coverage for the selected network.
Score HistoryExtraction points are each run's mean final batch score. Consensus points are the mean reviewer score for each completed consensus run. The two series are never averaged together.
Extraction and consensus quality over time on the same 0-1 scale.
Extraction mean Consensus reviewer mean
Miner Leaderboard
Final Silver batch scores for the selected week, ranked by mean score by default.
