Filter labels created after dated imagery
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@@ -81,3 +81,8 @@ Every failed assessment returns `continue_training_loop`. Only a report with
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`training_complete` may proceed to final human review and guarded activation.
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The orchestrator refuses to start unless the frozen dataset audit is `ok` and
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contains zero blank/low-variance positive tiles.
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For dated imagery, GRB `BEGINDATUM` and PICC `DATE_CREAT` are compared with the
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end of the imagery period. A feature created afterward is retained in the
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audit but excluded from training as `created_after_imagery_period`. UrbIS does
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not expose an equivalent feature creation field in this acquisition contract,
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so its remaining temporal relation stays an explicit sample-level limitation.
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