The Mechanism · Gated-generation receipt

gen-in-3-4-sentences-explain-the-twelvefold-way-state-any-key-fo-9d54

stable pending witness
2026-05-29 06:55:09 UTC · anthropic/claude-sonnet-4-5

Prompt

In 3-4 sentences, explain the twelvefold way. State any key formula.
68 chars

Generation

The twelvefold way is a systematic classification of counting problems involving distributing n objects into k bins, based on three binary choices: whether objects are distinguishable or indistinguishable, whether bins are distinguishable or indistinguishable, and whether bins can be empty or must be non-empty. This creates 2³ = 12 distinct cases, each with its own counting formula. Key formulas include: - **Distinguishable objects → distinguishable bins (any)**: k^n - **Indistinguishable objects → distinguishable bins (any)**: C(n+k-1, k-1) (stars and bars) - **Indistinguishable objects → indistinguishable bins (any)**: p(n,k) (partition function) - **Distinguishable objects → distinguishable bins (non-empty)**: k! × S(n,k), where S(n,k) is the Stirling number of the second kind
28 tokens in · 228 tokens out · 5711 ms · $0.0035

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
5718.5 ms
Base LLM
5710.9 ms
Verifiers
0.3 ms
Gates
0.0 ms
Cost
$0.0035

Trail

06:55:09 received prompt_chars=68 verifiers=['scripture_anchors', 'theology_doctrine']
06:55:09 red_gate decision=pass reason=no disqualifying input patterns detected
06:55:14 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=28 tokens_out=228 latency_ms=5710.9 cost_usd=0.0035
06:55:14 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
06:55:14 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
06:55:14 floor_gate decision=pass reason=output above protective minimum; no mismatches
06:55:14 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
06:55:14 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
06:55:14 signed hash_algo=sha256 hash=sha256:52dfd56dc3539ee28539f1236d06315bd8567bf60184f9bdfc491593fc314ccd

Content hash

sha256:52dfd56dc3539ee28539f1236d06315bd8567bf60184f9bdfc491593fc314ccd

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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