nirs4all.pipeline.dagml.typed_parallel module

Admit bounded native typed campaigns using actual Methods build evidence.

nirs4all.pipeline.dagml.typed_parallel.closed_candidate_audit(controller: Any, *, trial_index: int, recipe_id: str) → dict[str, Any]

Snapshot closed candidate owners without inventing cross-owner chronology.