AI Models & Assistants / Knowledge library

NER — Named Entity Recognition

Identifies entities such as people, organizations, and locations in text.

Acronym study batch 5 · reviewed 2026-10-20

Why learn NER — Named Entity Recognition?

Identifies entities such as people, organizations, and locations in text.

Where it came from

Entity detection is not proof that an entity's stated facts are correct.

• Memory aid (a learning cue, not the expansion): Named Entities are Recognized in a sentence.

Build your understanding

Work through these exercises in order. Try the task before opening a reference.

1. Without looking, expand NER: Named Entity Recognition.
2. Recall this memory aid: Named Entities are Recognized in a sentence.
3. Explain the practical use: Identifies entities such as people, organizations, and locations in text.
4. Explain this distinction: Entity detection is not proof that an entity's stated facts are correct.
5. Identify NER in a device specification, architecture diagram, or system inventory.

Documentation and sources

• Microsoft Foundry AI documentation (learn.microsoft.com)
• Azure Machine Learning concepts (learn.microsoft.com)

Catalog source: technology-maxxing. This page reproduces the existing catalog’s learning material and source links.