Partial lunar eclipse: The umbra takes only a bite out of the moon. The bite grows larger, and then recedes, but never completely shadows the moon.
Penumbral lunar eclipse: When this occurs, only the diffuse outer shadow of the Earth falls on the moon, and it's difficult to observe because the Earth doesn't appear to take a bite out of the moon. The moon takes on a darker shade at mid-eclipse, but most people won't notice it.
Blood moon: While the moon is in the Earth's shadow, it takes on a reddish tint. As NASA explained, "Some sunlight still reaches the moon [during a total lunar eclipse], but first it goes through Earth's atmosphere. The atmosphere filters out most of the sun's blue light, so the moon looks red."
For some historical perspective, the last time a supermoon, blue moon and lunar eclipse coincided, on March 31, 1866, President Andrew Johnson was in the White House, America was about a year into Reconstruction from the Civil War and Congress was gathering votes to override Johnson's veto of the Civil Rights Act of 1866, the first federal legislation to protect the rights of African-Americans, which Congress had overwhelmingly passed (it did override the veto, on April 9, 1866).
In more recent times, the Eastern Hemisphere saw the trifecta on Dec. 30, 1982.