OpenImages image label ontology on Google Knowledge Graph

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I am browsing a list of all available labels for images in OpenImages here. There are thousands of labels, like cockroach, ant, insect. As we can see, they are not totally unrelated, ant and cockroach "belong" to the insect label category. Clearly there is a hierarchy of sorts, some ontological relationship between various labels. The above page says that they are available on Google Knowledge Graph, but I am unable to find them. Are they readily available as a compact ontology, or is there some tool that we need to use to generate the ontology end to end for all such labels?

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