Identity-unrelated

Describing something that does not pertain to or have any connection with a person's sense of self, group affiliation, or any aspects that define who they are. This can encompass data, activities, objects, or concepts that exist independently of an individual's unique qualities, background, beliefs, or social identities. The term emphasizes a lack of personal relevance or the absence of influence on one's identity. It stresses neutrality in terms of identity.

Identity-unrelated meaning with examples

• The algorithm processed a large dataset of purchase histories. The specific details, such as product codes and transaction times, were identity-unrelated, ensuring user privacy. The system solely used aggregate data, without any links to individual customer information. This kept all purchase details separate from the identities of consumers.
• Researchers were studying the impact of certain colors on emotional responses. The assigned test colors were selected to be identity-unrelated as their study would focus on the general population. The participants’ personal preferences or connections to particular hues were avoided to ensure the data wasn’t skewed. Colors were examined in isolation.
• The company implemented a system for anonymized employee performance reviews. The evaluation criteria and ratings were structured to be identity-unrelated, allowing for unbiased analysis. The feedback would focus purely on work-related performance and would avoid comments on the individual's identity. This system promoted fairness.
• In the development of a new language model, the training data was carefully curated to remove any content that could reveal or reference specific user identities. All information had to remain identity-unrelated. The focus was solely on text that could be used to generate useful results that were separated from any personal details of any user.