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I can't offer any info. as to if it's open for lunch or not but I think two well behaved kids would be just fine there. It's fine dining, but not at all "stuffy".
PS. Kids should be fine if you choose to go for dinner. It's one of the friendliest, most gracious family places I have been to. But the dinner is long and runs late, so plan accordingly.