Six deterministic transforms (negation, question, reported speech,
quotation, hypothetical, capability question) applied to action-route
seeds. Each transform determines the expected class explicitly — no
model guessing labels. SplitByFamily uses hash-based bucketing to keep
paraphrases in the same split.
136 examples with provenance from ru_routing_v1.json, tagged
fast_path_resolved vs residual. RouteExample carries source, source_id,
split_group for traceability. Split-by-family prevents paraphrase
leakage across train/eval.
Defines the six-class SemanticRoute type (conversation, knowledge,
action, memory_write, system, uncertain), the SemanticRouteDecision
output, the SemanticRouter interface, and the deterministic
Intent→SemanticRoute mapping from the current seven-intent cascade.
claude