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 Taiwan Semiconductor Manufacturing Company (TSMC) over recent probes.
How well each LLM knows Taiwan Semiconductor Manufacturing Company (TSMC) — by topic and retrieval mode.
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ·Claude | — | — |
| ●ChatGPT | 65 | — |
| ·Gemini | — | — |
| ·Grok | — | — |
| ●Perplexity | 85 | 85 |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ·Claude | — | — |
| ●ChatGPT | 30 | — |
| ·Gemini | — | — |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ·Claude | — | — |
| ●ChatGPT | 45 | — |
| ·Gemini | — | — |
| ·Grok | — | — |
| ○Perplexity | 42 | 45 |
| ·Grok | — | — |
| ○Perplexity | 45 | 45 |
