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annotation

explanatory note / metadata tag / code comment
Noun
pl: annotations

This term describes the act of adding supplementary information to a primary source to clarify, critique, or categorize it. In literary and academic contexts, it serves as a bridge between the original text and the reader's understanding, often appearing as footnotes or marginalia. In modern technical fields, the word has shifted toward data labeling. In machine learning, it refers to the process of assigning ground-truth labels to raw data, while in programming, it denotes non-executable metadata that provides instructions to the compiler or other developers.

Meanings

Noun

A note of explanation or critical commentary added to a text or diagram.

"The scholar provided a detailed annotation for each stanza of the poem."

Noun

A metadata tag or label applied to a piece of data, such as an image or text, to facilitate machine learning training.

"The dataset requires manual annotation to identify the objects in the photographs."

Noun

A comment or note added to a piece of software code to provide information about its function without affecting the execution.

"The developer included an annotation to explain the complex logic of the algorithm."

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Last Updated: June 14, 2026Report an Error