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Numbered lesson · Lesson 11 · Concepts and practice

Entity Recognition and Disambiguation

Distinguish recognizing an entity name from linking it to the correct real-world subject.

By Ameneh Saeednia · · 13 pages

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Cover of Entity Recognition and Disambiguation

Inside the lesson

What you will learn

Use context to resolve ambiguous names such as Jaguar. Review competing entities and avoid treating a model’s recognition output as proof that the identity match is correct.

Work through the lesson

Read the explanation, inspect the worked examples, then complete the practical exercise on a page or entity you can verify. Record the starting material, your changes and the evidence that supports your interpretation.

Check your understanding

Use the lesson’s recap and questions to explain the concept in your own words. When an example uses a hypothetical score, business or result, keep it labelled as illustrative. Apply only the parts supported by your own page and source evidence.

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