For　solving　problems　in　a　large-scale　distributed　Web　environment,　we　propose　the　distributed　β-PSML　(problem　solver　markup　language).　The　distributed　β-PSML　is　an　extension　of　the　β-PSML　that　we　have　proposed　before　for　complex　adaptive,　distributed　problem　solving,　and　can　be　easily　used　for　automatic　reasoning　on　the　Web.　By　incorporating　global　information　sources　from　the　Semantic　Web　and　social　networks　with　locally　operational　knowledge-data　bases　in　an　enterprise　portal　together　for　decision-making　and　e-business　intelligence,　the　reason　of　a　distributed　β-PSML　can　be　implemented.　The　experimental　results　show　that　our　considerations　are　valid　by　combining　global　and　local　information　sources　and　our　preliminary　solution　works　well　on　the　semantic　Web.