build dataset

End to end in one call: spec → entities → plan → retrieve → reconcile → fill gaps → validate → workbook. Takes minutes; clients with short HTTP timeouts should use start_dataset_job + get_dataset_job. To review the spec first, call define_dataset_spec, edit, then start_dataset_job(dataset_id=...).