I want to ask if there is any tool which can convert trig file to .nt or .ttl without losing any data.
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The crux of this is the qualification "without losing any data": Trig can represent complete RDF datasets, i.e., can contain "named graph" information, whereas N-Triples (.nt) and Turtle (.ttl) cannot. You could think of Trig as an extension of Turtle, so any Turtle file is legal Trig, but the converse is not true.