[release-v1.21] Align tag names for resource name and namespace with eventing-core

[creydr]

Cherry-pick https://github.com/knative-extensions/eventing-kafka-broker/pull/4656/changes to align tag names with eventing-core

[openshift-ci]

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[creydr]

/retest

[openshift-ci]

@creydr: The following tests failed, say /retest to rerun all failed tests or /retest-required to rerun all mandatory failed tests:

Test name	Commit	Details	Required	Rerun command
ci/prow/420-test-e2e	3168099	link	true	/test 420-test-e2e
ci/prow/420-test-reconciler-encryption-auth	3168099	link	true	/test 420-test-reconciler-encryption-auth
ci/prow/420-test-reconciler-keda	3168099	link	true	/test 420-test-reconciler-keda
ci/prow/420-test-reconciler	3168099	link	true	/test 420-test-reconciler

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