When prompting an LLM for a text generation task, what is the benefit of providing context or background information in the prompt?

It adds unnecessary complexity to the prompt

It helps the LLM understand the context and generate more relevant content.

It confuses the LLM and leads to incorrect responses

It has no impact on the LLM$\text{'}$s performance.