I took apart a dead HP sampler module, as well as a 1 - 26.5 GHz mixer (MMDC-00126). The HP sampler has a weird issue where both sampling diodes are fine, but a capacitor seems to be blown, and is now showing 55 ohms resistance. The return loss and everything looks normal since the diodes are fine, but it doesn't sample well.
(Tip for anyone who wants to take apart the sampler modules: just heat them on a hot plate to around 150 degrees C and the epoxy holding everything together will become brittle. Then you can just use a screwdriver to pry apart the top and bottom covers.)
For the mixer, there are four diodes, and the mystery black component in the mixer appears to be a capacitor, according to my multimeter. My guess is that the value is small to allow the LO signal to easily go through, but not the lower frequency IF signal. The mixer converts the single ended signals to differential through the taper in the ground plane, which transitions the microstrip into (not exactly sure what it's called).
For the sampler, there are two diodes and probably two capacitors inside the package. I believe one of the capacitors is bad, since there is 55 ohms from one of the bias inputs to ground. (The diode is definitely fine because the resistance across it is 105 ohms). You can see that a microstrip to slotline transition is being used to act as the balun. There also should be a shorted stub to shorten the pulse from the step recovery diode, which is probably the weird piece of copper on the LO input.