Jianshu001/arabic-daily-batch01-cascade-5k

Batch 01 — 4348 records (cascade + GPT-5.4-mini judge) 4348 records from batch_01 (4734 originals), after: Cascade rewrite via Gemma-4-31B (regenerates from first detected issue). Gemma-as-rewriter cleanup on every assistant thinking. Pre-cascade cleanup on all untouched turns. Independent binary judge using gpt-5.4-mini via openai-next proxy. Final regex post-filter to catch any LLM false-negatives. Judge criteria (drops, no rewrites) Thinking contains… See the full description on the dataset page: https://huggingface.co/datasets/Jianshu001/arabic-daily-batch01-cascade-5k.