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Table 4: 

Examples of two sources of distant supervision data (one from entity linking, the other from head word extraction). In the right “Labels” column, correct types are boldfaced while incorrect ones are in gray.

Data SourceSentenceLabels
Entity Linking (a) From 1928-1929 , he enrolled in graduate coursework at Yale University in New Haven , Connecticutlocation, author, province, cemetery, person 
(b) Once Upon Andalasia is a video game based on the film of the same name. art, film 
Head Word (c) You can also use them in casseroles and they can be grated and fried if you want to make hash brownsbrown 
(d) He has written a number of short stories in different fictional worlds, including Dragonlance, Forgotten Realms, Ravenloft and Thieves’ World. number 
(e) Despite obvious parallels and relationships , video art is not filmfilm 
Data SourceSentenceLabels
Entity Linking (a) From 1928-1929 , he enrolled in graduate coursework at Yale University in New Haven , Connecticutlocation, author, province, cemetery, person 
(b) Once Upon Andalasia is a video game based on the film of the same name. art, film 
Head Word (c) You can also use them in casseroles and they can be grated and fried if you want to make hash brownsbrown 
(d) He has written a number of short stories in different fictional worlds, including Dragonlance, Forgotten Realms, Ravenloft and Thieves’ World. number 
(e) Despite obvious parallels and relationships , video art is not filmfilm 
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