¶ Quality
Transparency.
Aggregates over the AI-distilled corpus. Consensus scores reflect inter-model agreement during generation — they are not a substitute for external verification.
Published
121
Avg consensus
0.97
0 – 1 scale
Flagged
0
In review
0
¶ Claim verification (semantic entropy)
Entities scored
100
of 121
Avg claim factuality
90%
corroborated share
Contradicted claims
67
flagged for review
Uncertain claims
9
Per-claim factuality is self-consistency (Farquhar et al., Nature 2024), not external verification.
¶ Citation grounding (CrossRef / OpenAlex)
Claimed citations
461
Verified
41%
resolve + author match
Ambiguous
164
title-only match
Not found
5
Resolution confirms the cited work exists, not that the entry cites it accurately.
¶ Average consensus by type
- person96%56
- concept98%16
- event99%14
- place99%12
- work96%9
- organization97%6
- artifact97%4
- species100%4
¶ Generator coverage
- google/gemini-3.5-flash60
- deepseek/deepseek-v4-pro58
- deepseek/deepseek-v4-flash3
¶ Top topics
¶ Recent generation runs
| When | Kind | Model | Status | Cost |
|---|---|---|---|---|
| 2026-05-30 17:06 | verify | anthropic/claude-haiku-4.5 | completed | $0.0061 |
| 2026-05-30 17:06 | generate | deepseek/deepseek-v4-pro | completed | $0.0092 |
| 2026-05-30 17:06 | embed | voyage/voyage-4-large | completed | $0.0000 |
| 2026-05-30 17:03 | generate | deepseek/deepseek-v4-pro | completed | $0.0065 |
| 2026-05-30 17:03 | embed | voyage/voyage-4-large | completed | $0.0000 |
| 2026-05-30 17:03 | verify | anthropic/claude-haiku-4.5 | completed | $0.0055 |
| 2026-05-30 17:01 | generate | deepseek/deepseek-v4-pro | completed | $0.0060 |
| 2026-05-30 17:01 | embed | voyage/voyage-4-large | completed | $0.0000 |
| 2026-05-30 17:01 | verify | anthropic/claude-haiku-4.5 | completed | $0.0048 |
| 2026-05-30 16:59 | generate | deepseek/deepseek-v4-pro | completed | $0.0034 |