The Mechanism · Gated-generation receipt

gen-what-is-the-significance-of-shannon-entropy-answer-concisely-fcf7

stable pending witness
2026-05-29 08:31:56 UTC · anthropic/claude-sonnet-4-5

Prompt

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

Generation

Shannon entropy quantifies the average amount of information or uncertainty in a random variable, measured in bits. It provides a fundamental limit for data compression—you cannot losslessly compress data below its entropy without losing information. This concept is foundational to information theory, communications, cryptography, and understanding the efficiency of encoding schemes.
27 tokens in · 68 tokens out · 3217 ms · $0.0011

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
3222.3 ms
Base LLM
3216.5 ms
Verifiers
0.1 ms
Gates
0.1 ms
Cost
$0.0011

Trail

08:31:56 received prompt_chars=79 verifiers=['scripture_anchors', 'theology_doctrine']
08:31:56 red_gate decision=pass reason=no disqualifying input patterns detected
08:31:59 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=27 tokens_out=68 latency_ms=3216.5 cost_usd=0.0011
08:31:59 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
08:31:59 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
08:31:59 floor_gate decision=pass reason=output above protective minimum; no mismatches
08:31:59 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
08:31:59 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
08:31:59 signed hash_algo=sha256 hash=sha256:e739752597eb519197052044d1ec28de9112aa2003c79a82a567241e492b61a1

Content hash

sha256:e739752597eb519197052044d1ec28de9112aa2003c79a82a567241e492b61a1

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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