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The TripleCheckMate tool only records the triples that are identified as ‘incorrect’. This is consistent with the definition of Find stage from the original Find-Fix- Verify pattern, where the crowd exclusively detects the problematic elements; while the remaining data is not taken into consideration. In addition, this tool mea- sures inter-rater agreements. This means that DBpedia resources are typically checked multiple times. This redundancy mechanism is extremely useful to analyze the performance of the users (as we compare their responses against each other), to identify quality problems which are likely to be real (as they are confirmed by more than one opinion) and to detect unwanted be- havior (as users are not ‘rewarded’ unless their assess- ments are ‘consensual’).
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