Facts in Yago15k, Wikidata, ICEWS14 and ICEWS05-15 are enriched with temporal information. The data sets and a methodology for performing link prediction in temporal KGs with standard scoring functions are described in the following paper (to be presented at EMNLP 2018).
Learning Sequence Encoders for Temporal Knowledge Graph Completion.