There is no consensus on the status of a word as a phrase.
Traditional grammar used to say that a phrase is two or more words; however, The Cambridge Grammar of the English Language, a "modern traditional" grammar, uses one-word phrases. On the other hand, transformational grammar used to say that a phrase is one or more words; however, its contemporary update no longer does so (because it does not allow unary branching).
The Wikipedia article on noun phrases summarises it nicely:
Status of single words as phrases
Traditionally, a phrase is understood to contain two or more words. The traditional progression in the size of syntactic units is word < phrase < clause, and in this approach a single word (such as a noun or pronoun) would not be referred to as a phrase. However, many modern schools of syntax – especially those that have been influenced by X-bar theory – make no such restriction.[3] Here many single words are judged to be phrases based on a desire for theory-internal consistency. A phrase is deemed to be a word or a combination of words that appears in a set syntactic position, for instance in subject position or object position.
Those who define a phrase as one or more words do so for theory-internal consistency reasons. As an English learner, I don't think anyone should fault you for using "phrase" to mean two or more words.
Edit: It seems that even traditional grammar in the second half of last century was open to the idea of a phrase being one word. Here's Quirk et al's well-known "A Comprehensive Grammar of the English Language (1985)" (p. 42):
The grammatical hierarchy
clauses, which consist of one or more
phrases, which consist of one or more
words, which consist of one or more
morphemes.