The Mechanism · Gated-generation receipt

gen-explain-the-boltzmann-distribution-as-you-would-to-a-capable-c800

stable pending witness
2026-05-29 07:00:57 UTC · anthropic/claude-sonnet-4-5

Prompt

Explain the Boltzmann distribution as you would to a capable student, in 3-4 sentences.
87 chars

Generation

The Boltzmann distribution tells us how particles in a system at thermal equilibrium distribute themselves across different energy states. It shows that states with lower energy are exponentially more likely to be occupied than high-energy states, with the probability proportional to e^(-E/kT), where E is the energy, T is temperature, and k is Boltzmann's constant. This means at room temperature, you'll find many more molecules in low-energy states than high-energy ones, though increasing the temperature makes higher energy states more accessible. It's fundamental to understanding everything from chemical reactions to why hot air rises.
31 tokens in · 131 tokens out · 4422 ms · $0.0021

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
4428.9 ms
Base LLM
4421.9 ms
Verifiers
0.2 ms
Gates
0.0 ms
Cost
$0.0021

Trail

07:00:57 received prompt_chars=87 verifiers=['scripture_anchors', 'theology_doctrine']
07:00:57 red_gate decision=pass reason=no disqualifying input patterns detected
07:01:01 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=31 tokens_out=131 latency_ms=4421.9 cost_usd=0.0021
07:01:01 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
07:01:01 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
07:01:01 floor_gate decision=pass reason=output above protective minimum; no mismatches
07:01:01 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
07:01:01 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
07:01:01 signed hash_algo=sha256 hash=sha256:9f8a4315eb6dc5f472ac8255b9ba9745bd19fbbe7040389156bc1491ccec68e2

Content hash

sha256:9f8a4315eb6dc5f472ac8255b9ba9745bd19fbbe7040389156bc1491ccec68e2

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.

Bring another teaching · Run a discernment