![\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929190844-6abc0cbc27492.png\")
<\/p>\n\u8fd9\u7bc7\u662f\u201c\u751f\u6210\u5f0f\u5f15\u64ce\u53ef\u89c1\u6027\u201d\u7b14\u8bb0\u7684\u7b2c\u4e09\u7bc7\u3002\u7b2c\u4e00\u7bc7\u5199\u600e\u4e48\u590d\u6d4b（\u600e\u4e48\u95ee\u3001\u600e\u4e48\u8bb0\u3001\u600e\u4e48\u907f\u514d\u81ea\u6b3a），\u7b2c\u4e8c\u7bc7\u5199\u80fd\u4e0d\u80fd\u88ab\u8bfb\u5230（robots\u3001\u6e32\u67d3\u3001\u8bbf\u95ee\u524d\u7f6e\u6761\u4ef6），\u8fd9\u7bc7\u5199\u4e2d\u95f4\u6700\u5bb9\u6613\u5ffd\u7565\u7684\u4e00\u5c42\u2014\u2014\u8bfb\u5230\u4e86，\u5374\u6ca1\u88ab\u6458\u8d70\u3002<\/p>\n
\u5168\u6587\u53ea\u8ba8\u8bba\u516c\u5f00\u53ef\u9a8c\u8bc1\u7684\u6280\u672f\u5f62\u6001，\u4e0d\u9488\u5bf9\u67d0\u4e00\u5bb6\u5f15\u64ce\u7684\u5b9e\u73b0\u7ec6\u8282\u4e0b\u65ad\u8a00\u3002<\/p>\n
\u4e00\u3001\u8bfb\u5f97\u5230，\u4e0d\u7b49\u4e8e\u6458\u5f97\u8d70<\/p>\n
\u5148\u628a\u4e24\u7c7b\u5931\u8d25\u5206\u5f00，\u8fd9\u4e24\u79cd\u60c5\u51b5\u7684\u5904\u7406\u52a8\u4f5c\u5b8c\u5168\u4e0d\u540c：
\n![\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929190844-6abc0cbcf27d9.png\")
<\/p>\n
\u7b2c\u4e8c\u7c7b\u7684\u9690\u853d\u4e4b\u5904\u5728\u4e8e：\u8bbf\u95ee\u4e00\u5207\u6b63\u5e38，\u65e5\u5fd7\u91cc\u6709\u722c\u866b\u8bf7\u6c42，\u6e32\u67d3\u4e5f\u6b63\u5e38\u2014\u2014\u5b83\u5c31\u662f\u4e0d\u88ab\u6458\u3002\u6392\u67e5\u65f6\u5982\u679c\u53ea\u76ef\u7b2c\u4e00\u5c42，\u5f88\u5bb9\u6613\u5f97\u51fa\u201c\u6211\u4eec\u6ca1\u95ee\u9898\u201d\u7684\u7ed3\u8bba\u3002<\/p>\n
\u8fd9\u4e00\u5c42\u8981\u56de\u7b54\u7684\u662f\u4e00\u4e2a\u5f88\u5177\u4f53\u7684\u95ee\u9898：\u4ec0\u4e48\u6837\u7684\u6587\u672c\u5757，\u80fd\u8131\u79bb\u539f\u9875\u9762\u72ec\u7acb\u6210\u7acb？<\/p>\n
![\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260929190845-6abc0cbd50099.png\")
<\/h3>\n\u628a\u8fd9\u4e00\u5c42\u7684\u6807\u51c6\u644a\u5f00，\u5176\u5b9e\u662f\u56db\u6761\u3002\u524d\u4e09\u6761\u662f\u5185\u5bb9\u5f62\u6001，\u7b2c\u56db\u6761\u662f\u673a\u5668\u53ef\u8bfb\u6027\u3002<\/p>\n
\u8fd9\u662f\u6700\u786c\u7684\u4e00\u6761\u3002\u5047\u8bbe\u5f15\u64ce\u628a\u8fd9\u4e00\u6bb5\u4ece\u9875\u9762\u91cc\u62a0\u51fa\u6765，\u76f4\u63a5\u8d34\u8fdb\u56de\u7b54\u91cc，\u8bfb\u8005\u80fd\u4e0d\u80fd\u770b\u61c2？<\/p>\n
\u53cd\u9762：\u4f9d\u8d56\u4e0a\u6587
\n\u8fd9\u4f7f\u5f97\u6211\u4eec\u7684\u670d\u52a1\u975e\u5e38\u9002\u5408\u4e0a\u8ff0\u5ba2\u6237\u7fa4\u4f53\u3002<\/p>\n
\u6b63\u9762：\u81ea\u5e26\u4e3b\u8bed\u3001\u8303\u56f4\u548c\u6761\u4ef6
\nXX \u516c\u53f8\u7684 XX \u670d\u52a1\u4e3b\u8981\u670d\u52a1 XX \u57ce\u5e02\u7684\u4e2d\u5c0f\u4f01\u4e1a\u5ba2\u6237，\u8986\u76d6 XX \u4e0e XX \u4e24\u7c7b\u573a\u666f\u3002<\/p>\n
\u53cd\u9762\u90a3\u53e5\u79bb\u5f00\u539f\u9875\u9762\u5c31\u662f\u5e9f\u8bdd\u2014\u2014\u201c\u8fd9\u201d\u662f\u8c01\u3001\u201c\u4e0a\u8ff0\u201d\u662f\u54ea\u4e9b，\u90fd\u5728\u4e0a\u4e00\u6bb5\u91cc\u3002\u88ab\u5f15\u7528\u7387\u9ad8\u7684\u6bb5\u843d，\u901a\u5e38\u628a\u4e3b\u8bed\u3001\u8303\u56f4\u3001\u6761\u4ef6\u90fd\u5199\u5728\u53e5\u5b50\u5185\u90e8\u3002<\/p>\n
\u4e00\u6761\u548c\u524d\u6587\u76f8\u901a\u7684\u89c4\u5f8b：AI \u6562\u7167\u5199\u7684\u4e1c\u897f，\u662f\u80fd\u88ab\u6838\u5bf9\u7684\u4e1c\u897f\u3002 \u6bb5\u843d\u91cc\u5982\u679c\u6709\u5177\u4f53\u4e8b\u5b9e\u2014\u2014\u5730\u540d\u3001\u8d44\u8d28\u7c7b\u578b\u3001\u65f6\u95f4\u3001\u6570\u91cf\u533a\u95f4\u3001\u6d41\u7a0b\u6b65\u9aa4\u2014\u2014\u5b83\u88ab\u6458\u8d70\u65f6\u53ef\u4ee5\u539f\u6837\u5e26\u4e0a；\u5982\u679c\u53ea\u6709\u201c\u4e13\u4e1a\u3001\u9886\u5148\u3001\u8d34\u5fc3\u201d\u8fd9\u7c7b\u5f62\u5bb9\u8bcd，\u5f15\u64ce\u53ea\u80fd\u7528\u81ea\u5df1\u7684\u8bdd\u6982\u62ec\u4e00\u904d，\u7b49\u4e8e\u8fd9\u6bb5\u8bdd\u6ca1\u88ab\u771f\u6b63\u5f15\u7528\u3002<\/p>\n
\u8fd9\u4e0d\u662f\u8981\u6c42\u5199\u6d41\u6c34\u8d26，\u800c\u662f\u6bcf\u4e2a\u7ed3\u8bba\u65c1\u8fb9\u81f3\u5c11\u6302\u4e00\u4e2a\u53ef\u6838\u7684\u4e8b\u5b9e\u951a\u70b9\u3002<\/p>\n
\u5f88\u591a\u201c\u540d\u5b57\u63d0\u5230\u4e86\u3001\u7ec6\u8282\u6ca1\u63d0\u5230\u201d\u7684\u60c5\u51b5\u65ad\u5728\u8fd9\u91cc：\u540d\u79f0\u3001\u5730\u5740\u3001\u8054\u7cfb\u53f7\u7801\u3001\u7ecf\u8425\u8303\u56f4\u8fd9\u51e0\u9879，\u5728\u4e0d\u540c\u9875\u9762\u4e0a\u5199\u6cd5\u4e0d\u4e00\u81f4\u3002 \u5bf9\u5f15\u64ce\u6765\u8bf4，\u7b49\u4e8e\u540c\u4e00\u4e2a\u5b9e\u4f53\u5b58\u4e86\u591a\u4efd\u4e92\u76f8\u6253\u67b6\u7684\u63cf\u8ff0\u3002\u7a33\u59a5\u7684\u5904\u7406\u65b9\u5f0f\u662f\u653e\u5f03\u91c7\u4fe1\u5177\u4f53\u5b57\u6bb5，\u53ea\u4fdd\u7559\u4e00\u4e2a\u540d\u5b57\u5e26\u8fc7\u3002<\/p>\n
\u8fd9\u5957\u8981\u6c42\u5728\u672c\u5730\u68c0\u7d22\u9886\u57df\u6709\u4e2a\u73b0\u6210\u7684\u540d\u5b57：NAP \u4e00\u81f4\u6027（Name \/ Address \/ Phone）\u3002\u653e\u5230\u751f\u6210\u5f0f\u573a\u666f\u91cc，\u8303\u56f4\u8981\u6bd4\u4e09\u4e2a\u5b57\u6bb5\u66f4\u5bbd\u2014\u2014\u8fd8\u5f97\u52a0\u4e0a\u8425\u4e1a\u65f6\u95f4\u3001\u7ecf\u8425\u8303\u56f4\u3001\u6240\u5c5e\u884c\u4e1a\u8fd9\u51e0\u9879\u3002<\/p>\n
\u7ed3\u6784\u4e0a\u4e5f\u6709\u4e00\u6761\u4e0d\u6210\u6587\u7684\u89c4\u77e9：<\/p>\n
\u628a\u4e0a\u9762\u56db\u6761\u843d\u6210\u53ef\u6267\u884c\u7684\u68c0\u67e5\u3002\u4e0b\u9762\u8fd9\u4efd\u811a\u672c\u505a\u4e09\u4ef6\u4e8b：\u68c0\u6d4b\u6bb5\u843d\u81ea\u8db3\u5ea6\u3001\u68c0\u6d4b\u53ef\u6838\u4e8b\u5b9e\u5bc6\u5ea6\u3001\u6bd4\u5bf9\u540c\u4e00\u5b9e\u4f53\u5728\u4e0d\u540c\u9875\u9762\u7684\u5b57\u6bb5\u662f\u5426\u4e00\u81f4\u3002<\/p>\n
# -*- coding: utf-8 -*-<\/span> # \u9700\u8981\u4f9d\u8d56\u4e0a\u6587\u7684\u6307\u4ee3\u8bcd：\u51fa\u73b0\u5373\u8bf4\u660e\u8fd9\u6bb5\u79bb\u5f00\u4e0a\u4e0b\u6587\u7ad9\u4e0d\u4f4f<\/span> def<\/span> split_blocks<\/span>(<\/span>md:<\/span> str<\/span>)<\/span>:<\/span> def<\/span> score_block<\/span>(<\/span>b:<\/span> str<\/span>)<\/span> –<\/span>><\/span> dict<\/span>:<\/span> def<\/span> nap_consistency<\/span>(<\/span>pages:<\/span> dict<\/span>)<\/span> –<\/span>><\/span> dict<\/span>:<\/span> out =<\/span> {<\/span>}<\/span>
\n"""\u6587\u672c\u5757\u53ef\u62bd\u53d6\u6027\u81ea\u67e5：\u81ea\u8db3\u5ea6 \/ \u53ef\u6838\u5bc6\u5ea6 \/ \u5b57\u6bb5\u4e00\u81f4\u6027\u3002
\n\u53ea\u505a\u9759\u6001\u68c0\u67e5，\u4e0d\u53d1\u8bf7\u6c42，\u4e0d\u4f9d\u8d56\u4efb\u4f55\u7b2c\u4e09\u65b9\u670d\u52a1\u3002
\n"""<\/span>
\nimport<\/span> re
\nfrom<\/span> collections import<\/span> Counter<\/p>\n
\nDEICTIC =<\/span> [<\/span>"\u8fd9"<\/span>,<\/span> "\u90a3"<\/span>,<\/span> "\u5176"<\/span>,<\/span> "\u8be5\u516c\u53f8"<\/span>,<\/span> "\u672c\u516c\u53f8"<\/span>,<\/span> "\u4e0a\u8ff0"<\/span>,<\/span> "\u5982\u4e0b"<\/span>,<\/span> "\u4ee5\u4e0a"<\/span>,<\/span> "\u5b83"<\/span>]<\/span>
\n# \u53ef\u6838\u5bf9\u4e8b\u5b9e\u7684\u4fe1\u53f7：\u6570\u5b57\u3001\u5e74\u4efd\u3001\u5730\u540d\u540e\u7f00\u3001\u8d44\u8d28\u4e0e\u8303\u56f4\u7c7b\u8bcd<\/span>
\nFACT_HINT =<\/span> [<\/span>r"\\\\d"<\/span>,<\/span> r"\\\\d{4}\\\\s*\u5e74"<\/span>,<\/span> r"\u5e02|\u533a|\u53bf|\u9547"<\/span>,<\/span> r"\u8d44\u8d28|\u8bb8\u53ef|\u8ba4\u8bc1|\u5907\u6848|\u6807\u51c6|\u7f16\u53f7"<\/span>]<\/span><\/p>\n
\n """\u6309\u7a7a\u884c\u5207\u5757，\u8df3\u8fc7\u4ee3\u7801\u5757\u4e0e\u6807\u9898\u884c\u3002"""<\/span>
\n # \u56f4\u680f\u7b26\u53f7\u5728\u8fd0\u884c\u65f6\u6784\u9020，\u907f\u514d\u793a\u4f8b\u4ee3\u7801\u81ea\u8eab\u88ab\u56f4\u680f\u622a\u65ad<\/span>
\n fence =<\/span> chr<\/span>(<\/span>96<\/span>)<\/span> *<\/span> 3<\/span>
\n md =<\/span> re.<\/span>sub(<\/span>fence +<\/span> ".*?"<\/span> +<\/span> fence,<\/span> ""<\/span>,<\/span> md,<\/span> flags=<\/span>re.<\/span>S)<\/span>
\n blocks =<\/span> [<\/span>]<\/span>
\n for<\/span> b in<\/span> re.<\/span>split(<\/span>r"\\\\n\\\\s*\\\\n"<\/span>,<\/span> md)<\/span>:<\/span>
\n b =<\/span> b.<\/span>strip(<\/span>)<\/span>
\n if<\/span> not<\/span> b or<\/span> b.<\/span>startswith(<\/span>"#"<\/span>)<\/span>:<\/span>
\n continue<\/span>
\n blocks.<\/span>append(<\/span>b)<\/span>
\n return<\/span> blocks<\/p>\n
\n n =<\/span> len<\/span>(<\/span>b)<\/span>
\n hits =<\/span> [<\/span>w for<\/span> w in<\/span> DEICTIC if<\/span> w in<\/span> b]<\/span>
\n fact =<\/span> sum<\/span>(<\/span>len<\/span>(<\/span>re.<\/span>findall(<\/span>p,<\/span> b)<\/span>)<\/span> for<\/span> p in<\/span> FACT_HINT)<\/span>
\n # \u81ea\u8db3：\u65e0\u6307\u4ee3\u8bcd，\u4e14\u53e5\u5b50\u91cc\u51fa\u73b0\u4e86\u660e\u786e\u4e3b\u8bed（\u7b80\u5355\u7528\u4e13\u540d\/\u540d\u8bcd\u4fe1\u53f7\u8fd1\u4f3c）<\/span>
\n self_contained =<\/span> len<\/span>(<\/span>hits)<\/span> ==<\/span> 0<\/span>
\n return<\/span> {<\/span>
\n "len"<\/span>:<\/span> n,<\/span>
\n "deictic"<\/span>:<\/span> hits,<\/span>
\n "fact_hits"<\/span>:<\/span> fact,<\/span>
\n "self_contained"<\/span>:<\/span> self_contained,<\/span>
\n "ok"<\/span>:<\/span> self_contained and<\/span> fact >=<\/span> 1<\/span> and<\/span> 60<\/span> <=<\/span> n <=<\/span> 400<\/span>,<\/span>
\n }<\/span><\/p>\n
\n """pages: {\u9875\u9762\u540d: \u6587\u672c}，\u6bd4\u5bf9\u5404\u9875\u9762\u91cc\u51fa\u73b0\u7684\u5b57\u6bb5\u662f\u5426\u4e00\u81f4\u3002"""<\/span>
\n def<\/span> grab<\/span>(<\/span>t,<\/span> pat)<\/span>:<\/span>
\n m =<\/span> re.<\/span>search(<\/span>pat,<\/span> t)<\/span>
\n return<\/span> m.<\/span>group(<\/span>1<\/span>)<\/span>.<\/span>strip(<\/span>)<\/span> if<\/span> m else<\/span> None<\/span><\/p>\n
\n for<\/span> field,<\/span> pat in<\/span> {<\/span>
\n "\u53f7\u7801"<\/span>:<\/span> r"(?:\u8054\u7cfb\u65b9\u5f0f|\u8054\u7cfb\u53f7)[：: ]*([\\\\d\\\\-+()]{7,})"<\/span>,<\/span>
\n "\u5730\u5740\u4e2d\u7684\u57ce\u5e02"<\/span>:<\/span> r"([\u4e00-\u9fa5]{2,6}\u5e02)"<\/span>,<\/span>
\n }<\/span>.<\/span>items(<\/span>)<\/span>:<\/span>
\n vals =<\/span> {<\/span>k:<\/span> grab(<\/span>v,<\/span> pat)<\/span> for<\/span> k,<\/span> v in<\/span> pages.<\/span>items(<\/span>)<\/span>}<\/span>
\n real =<\/span> [<\/span>v for<\/span> v in<\/span> vals.<\/span>values(<\/span>)<\/span> if<\/span> v]<\/span>
\n cnt =<\/span> Counter(<\/span>real)<\/span>
\n out[<\/span>field]<\/span> =<\/span> {<\/span>
\n "\u53d6\u503c"<\/span>:<\/span> vals,<\/span>