Entidex · Signal Layer
We probe Claude, ChatGPT, Gemini, Grok and Perplexity at regular intervals and grade their answers against a known ground truth. The result is a live picture of LLM awareness lag — per model, per topic, with retrieval on or off.
Tracking awareness scores for Bernard Arnault over recent probes.
How well each LLM knows Bernard Arnault — by topic and retrieval mode.
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ●Claude | 85 | 79 |
| ●ChatGPT | 82 | 85 |
| ●Gemini | 85 | 85 |
| ·Grok | — | — |
| ●Perplexity | 85 | 85 |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ●Claude | 69 | 79 |
| ●ChatGPT | 75 | 82 |
| ●Gemini | 75 | 85 |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ●Claude | 72 | 76 |
| ●ChatGPT | 82 | 82 |
| ●Gemini | 79 |
| ·Grok | — | — |
| ●Perplexity | 85 | 85 |
| ·Grok | — | — |
| ●Perplexity | 85 | 65 |
