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After some research into this I found this website: http://docs.bosonnlp.com/ner.html. If you set up an account on their website, you can use their NER functionality (because you need an API Token. I tried their Python example import json import requests NER_URL = 'http://api.bosonnlp.com/ner/analysis' s = ['对于该小孩是不是郑尚金的孩子，目前已做亲子鉴定，结果还没出来，' ...
This Wiki page listed around 1,000 surnames. Origins and history of some of the surnames were provided as well. Here is another list I find with 3257 surnames.
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