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Create reconstruction.md

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+ # SFT-Eval Split Reconstruction
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+ ## Relevant Assets
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+ - QA rows for `eval split` and `sft split` in splits/
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+ - Split manifests and split counts in splits/
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+ ## How to inteprete the QA rows
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+ Each row exposes three reconstruction-oriented fields:
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+ - `visual_ref`
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+ - `source_episode_ref`
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+ - `reconstruction_key_json`
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+ These are designed to be stable, path-free references. They are sufficient to map a released item back to the corresponding source episode or recording once you have obtained the upstream dataset under its original terms.
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+ ## Source-specific units
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+ - `GM-100`: grouped by `(task_id, episode_id)`.
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+ - `RH20T`: grouped by `recording_id`.
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+ - `REASSEMBLE`: grouped by `recording_id`.
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+ - `AIST-Bimanual`: grouped by `recording_id`.
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+ ## Expected workflow
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+ 1. Obtain upstream datasets under their original terms.
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+ 2. Use `source`, `source_task_id`, `source_unit_id`, `camera`, and `frame_indices_json` from the public release.
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+ 3. Reconstruct the required visual inputs with the source-specific evaluation scripts in the main codebase.