The two words with similar semantic relationship may have similar associated words such as the words "医生(doctor)" and "护士(nurse)", both have the same associated words as "医 院(hospital), 病人(patient), 打针(have an injection), 吃药(drug)" etc.
associated words usually have no similarity such as the word pair "吃 (eat)" and "食物(food)" etc.