A taxable temporary difference arises when an asset's carrying amount exceeds its tax base, leading to future taxable amounts when the asset is recovered or liabilities are settled. This difference results in deferred tax liabilities, reflecting the taxes that will be paid in the future due to timing differences between accounting and tax treatment.