I guess one of the bigger challenges when it comes to unstructured data is identifying URLs. Is there a canonical way of identifying a URL embedded in text? Is it an impossible problem?
https://tools.ietf.org/html/rfc3986#appendix-B
Edit: I see it's not quite that simple. However, I still think that with some stricter matching requirements this could work.
The URI language is of course regular, so it would be possible to construct a regexp that matches only URIs. But naively applying such regexp wouldn't work in practice, because many punctuation characters are allowed in URIs. For example, single quotes are allowed, so in this Python code the regexp would match too much:
homepage = 'http://example.com/'