Ideally, you'd add an extra row to the table and put the caption in that. Alternatively, if the caption precedes the table, format its paragraph with the 'keep with next' property. Conversely, if it follows the table, format the paragraphs on the last table row with the 'keep with next' property.

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Cheers,
Paul Edstein
[Fmr MS MVP - Word]