How to reproduce:
Run the example command provided by Searge ( http://www.reddit.com/r/Minecraft/comments/28gm8z/12w25a_snapshot_and_1710_prerelease/cib2v8g?context=2345678 ):
/give @p written_book 1 0 {title:"Getting around",author:"Searge",pages:["{text:\"Welcome, \",extra:[
{selector:\"@p\",color:red},
{text:\"\n\nthis is your list of destinations:\n\n\"},{text:\"1. \",color:orange,extra:[
{text:\"Spawn\",color:dark_green,bold:true}],hoverEvent:
{action:show_text,value:\"This worlds spawn point\"},clickEvent:{action:run_command,value:\"/tp @p -305 56 169\"}},
{text:\"\n\"},{text:\"2. \",color:orange,extra:[
{text:\"Home\",color:dark_green}],hoverEvent:
{action:show_text,value:\"Your main base\"},clickEvent:{action:run_command,value:\"/tp @p 5 56 96\"}},
{text:\"\n\"},{text:\"3. \",color:orange,extra:[
{text:\"Mine\",color:dark_green}],hoverEvent:
{action:show_text,value:\"The old mines\"},clickEvent:{action:run_command,value:\"/tp @p 15 56 -318\"}},
{text:\"\n\nPlease click one of them, \"},
{selector:\"@p\",color:red}]}"]}
Then open chat and hover on "[Getting around]", see attached image.