Corrected pilot per ret-training-data-format: raw-byte key, role mask, GME target teacher, Qwen tokens, relative-tau, CIR dup-guard

Hard-neg mining pilot: reasoning_retrieval jobs0-6 manifest (CLIP D=512 pilot teacher)