Implement natural language processing solutions →hardMultiple ChoiceObjective-mapped

AI-102 Practice Question: Implement natural language processing solutions

Exhibit

{
  "kind": "ConversationalLanguageUnderstanding",
  "parameters": {
    "projectName": "SupportBot",
    "deploymentName": "production",
    "verbose": true
  },
  "analysisInput": {
    "conversationItem": {
      "id": "1",
      "participantId": "user",
      "text": "I want to cancel my order #12345"
    }
  }
}

Refer to the exhibit. You are calling the Azure AI Language API for conversational language understanding (CLU). The CLU project 'SupportBot' has an intent 'CancelOrder' with an entity 'OrderNumber' of type 'Number'. The deployment 'production' is active. What is the expected output?

⚠ Common exam trap

Test-takers frequently assume the hash character is part of the entity value, but the 'Number' entity type strips non-numeric characters, so only the digits are returned.

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

✓

The response will contain the top intent 'CancelOrder' and the entity 'OrderNumber' with value '12345'.

D is correct because the CLU project 'SupportBot' has a defined intent 'CancelOrder' with an entity 'OrderNumber' of type 'Number'. The 'Number' entity type in Azure AI Language automatically extracts numeric values from the utterance, stripping non-numeric characters like the hash (#). Since the deployment is active, the response returns the top intent and the entity with the numeric value '12345'.

Answer analysis

Option-by-option breakdown

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

✗
The response will contain an error because the deployment is not active.
Why it's wrong here
The deployment is specified as active.
✗
The response will contain the entity 'OrderNumber' with value '#12345' because the hash is part of the entity.
Why it's wrong here
The entity is of type Number, so it will extract '12345' without the hash.
✗
The response will contain only the top intent, but no entities because the entity type is not recognized.
Why it's wrong here
The entity is recognized.
✓
The response will contain the top intent 'CancelOrder' and the entity 'OrderNumber' with value '12345'.
Why this is correct
The model correctly identifies intent and entity.

Go deeper

AI-102 Practice Question: Implement natural language processing solutions

Exhibit

Why each option matters

Option-by-option breakdown

Related to this question