The Mechanism · Gated-generation receipt

gen-what-is-the-significance-of-conditional-entropy-answer-conci-e83b

stable pending witness
2026-05-29 04:48:24 UTC · anthropic/claude-sonnet-4-5

Prompt

What is the significance of conditional entropy? Answer concisely in 2-3 sentences.
83 chars

Generation

Conditional entropy measures the remaining uncertainty in one random variable given knowledge of another. It quantifies how much information is still needed to describe a variable after observing a related variable. This concept is fundamental in information theory for understanding information gain, feature selection in machine learning, and the efficiency of communication systems.
27 tokens in · 64 tokens out · 2367 ms · $0.001

The four gates

RED
pass
no disqualifying input patterns detected
FLOOR
pass
output above protective minimum; no mismatches
WAY
pass
no declared way_path (Way check NA); no coercion language
EXECUTION
deferred
no witnesses available (Witness Roll not yet constituted)

Verifier results

scripture_anchors NOT_APPLICABLE
0 Scripture citation(s) extracted
theology_doctrine NOT_APPLICABLE
no doctrine keyword patterns detected

Metrics

Total latency
2373.6 ms
Base LLM
2366.7 ms
Verifiers
0.1 ms
Gates
0.0 ms
Cost
$0.001

Trail

04:48:24 received prompt_chars=83 verifiers=['scripture_anchors', 'theology_doctrine']
04:48:24 red_gate decision=pass reason=no disqualifying input patterns detected
04:48:27 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=27 tokens_out=64 latency_ms=2366.7 cost_usd=0.001
04:48:27 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
04:48:27 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
04:48:27 floor_gate decision=pass reason=output above protective minimum; no mismatches
04:48:27 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
04:48:27 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
04:48:27 signed hash_algo=sha256 hash=sha256:36dd2229c410327ad0202ea878be0327d5cd4ba526427226d87aa63e3d680ec2

Content hash

sha256:36dd2229c410327ad0202ea878be0327d5cd4ba526427226d87aa63e3d680ec2

SHA256 over the canonical JSON (excluding this field). Tamper detection. Ed25519 signing planned for v2 once the operator’s signing key is provisioned on disk.

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