The Mechanism · Gated-generation receipt

gen-in-3-4-sentences-explain-code-switching-state-any-key-formul-e0b0

stable pending witness
2026-05-29 05:52:57 UTC · anthropic/claude-sonnet-4-5

Prompt

In 3-4 sentences, explain code-switching. State any key formula.
64 chars

Generation

Code-switching is the practice of alternating between two or more languages or language varieties within a single conversation or social context. Speakers typically shift between codes based on factors such as their audience, setting, topic, and social identity, often using one language/variety at home and another in professional or educational settings. A key concept is **Gumperz's Markedness Model**, which suggests speakers choose between "unmarked" (expected) and "marked" (unexpected) language choices to convey social meaning. While there isn't a single mathematical formula, code-switching can be analyzed through the constraint: **Code-switching occurs at points where the surface structures of the two languages map onto each other** (following principles like the Equivalence Constraint).
25 tokens in · 159 tokens out · 5011 ms · $0.0025

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
5018.5 ms
Base LLM
5011.2 ms
Verifiers
0.2 ms
Gates
0.0 ms
Cost
$0.0025

Trail

05:52:57 received prompt_chars=64 verifiers=['scripture_anchors', 'theology_doctrine']
05:52:57 red_gate decision=pass reason=no disqualifying input patterns detected
05:53:02 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=25 tokens_out=159 latency_ms=5011.2 cost_usd=0.0025
05:53:02 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
05:53:02 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
05:53:02 floor_gate decision=pass reason=output above protective minimum; no mismatches
05:53:02 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
05:53:02 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
05:53:02 signed hash_algo=sha256 hash=sha256:f73eab5ba007b06c25d20e76a8b05447da6835f18c2c97cf337aa730bb514a53

Content hash

sha256:f73eab5ba007b06c25d20e76a8b05447da6835f18c2c97cf337aa730bb514a53

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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