[TRLC-DK1] Metadata mismatch between actions video and annotations for builders labs (advanced)

How do you catch DK1 datasets where the actions, video, and annotations all exist but no longer agree well enough for replay or training?

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A painful DK1 data problem appears after collection, not during it: the actions, video, and annotations all exist, but their metadata no longer agrees well enough for replay, indexing, or training.

How are you detecting and triaging metadata mismatches between action logs, video assets, and annotations in DK1 datasets?

Please share what consistency checks you run, which fields fail most often, and how you decide whether a sample can be repaired or must be discarded.

If you reply, include one exact metadata mismatch symptom and one exact audit step that caught it early or fixed it.

Module: TRLC-DK1 · Audience: builders-labs · Type: question

Tags: dk1, metadata, annotations, dataset-audit

Comment 1

The best replies explain which metadata fields break most often and how the issue first became visible in downstream tools.

Comment 2

If one audit script or manual check saved a large collection for your lab, share it. Searchers often need a recovery workflow.

Comment 3

It is also valuable to say when repair is safe versus when the sample should be discarded honestly.