The Mechanism · Gated-generation receipt

gen-explain-the-hardy-weinberg-principle-as-you-would-to-a-capab-7918

stable pending witness
2026-05-29 05:38:28 UTC · anthropic/claude-sonnet-4-5

Prompt

Explain the Hardy-Weinberg principle as you would to a capable student, in 3-4 sentences.
89 chars

Generation

The Hardy-Weinberg principle states that allele and genotype frequencies in a population will remain constant from generation to generation in the absence of evolutionary influences. For a population in Hardy-Weinberg equilibrium, if the frequency of one allele is *p* and the other is *q*, then genotype frequencies will be p² (homozygous dominant), 2pq (heterozygous), and q² (homozygous recessive). This equilibrium requires five conditions: no mutations, random mating, no gene flow, infinite population size, and no natural selection. The principle serves as a null hypothesis—deviations from expected frequencies indicate that evolution is occurring.
32 tokens in · 148 tokens out · 3046 ms · $0.0023

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
3053.3 ms
Base LLM
3046.2 ms
Verifiers
0.3 ms
Gates
0.0 ms
Cost
$0.0023

Trail

05:38:28 received prompt_chars=89 verifiers=['scripture_anchors', 'theology_doctrine']
05:38:28 red_gate decision=pass reason=no disqualifying input patterns detected
05:38:31 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=32 tokens_out=148 latency_ms=3046.2 cost_usd=0.0023
05:38:31 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
05:38:31 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
05:38:31 floor_gate decision=pass reason=output above protective minimum; no mismatches
05:38:31 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
05:38:31 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
05:38:31 signed hash_algo=sha256 hash=sha256:053b3c93865313eb7799412f8e9632a52ea8cc60799f5db67e296d6163ccdcf4

Content hash

sha256:053b3c93865313eb7799412f8e9632a52ea8cc60799f5db67e296d6163ccdcf4

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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