We compare against several baseline methods: ConvE (embeddingbased) [4] , ComplEx (embedding-based) [27] , MINERVA (agent-based) [3] , and MultiHopKG (agent-based) using both ConvE and ComplEx for pre-trained embeddings [<cite>13</cite>] .