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Question 307 of 945

AI-102 Practice Question: Implement knowledge mining and information extraction solutions

Which TWO built-in cognitive skills in Azure AI Search can be used to extract entities from text?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

PII Detection

The two built-in cognitive skills in Azure AI Search that extract entities from text are Entity Recognition and PII Detection. Entity Recognition extracts named entities such as people, organizations, and locations. PII Detection extracts personally identifiable information like phone numbers, email addresses, and social security numbers. Custom Entity Lookup is a custom skill, not built-in. Sentiment Analysis determines sentiment, and Language Detection identifies language; neither extracts entities.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Custom Entity Lookup

    Why it's wrong here

    Matches against a custom list, but not a built-in entity extraction skill.

  • PII Detection

    Why this is correct

    Extracts PII entities.

  • Sentiment Analysis

    Why it's wrong here

    Determines sentiment, not entities.

  • Language Detection

    Why it's wrong here

    Detects language, not entities.

  • Entity Recognition

    Why this is correct

    Extracts named entities.

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Last reviewed: Jun 20, 2026

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