Which organism in the food web above is sometimes a first-level consumer and sometimes a second-level consumer? Explain

The answer is: Mouse/Herbivore.

First organism is always a producer (plant) such as grass.

The 2nd organism is the first level or primary consumer. Ex. Mouse - It eats the producer, so it is a herbivore.