Implement natural language processing solutions →hardMultiple ChoiceObjective-mapped

AI-102 Practice Question: Implement natural language processing solutions

Exhibit

Refer to the exhibit.
```json
{
  "customModels": {
    "entities": [
      {
        "category": "Product",
        "subcategory": "Electronics",
        "name": "Laptop"
      },
      {
        "category": "Product",
        "subcategory": "Electronics",
        "name": "Smartphone"
      }
    ],
    "relations": [
      {
        "relationType": "InstanceOf",
        "source": "Laptop",
        "target": "Electronics"
      },
      {
        "relationType": "InstanceOf",
        "source": "Smartphone",
        "target": "Electronics"
      }
    ]
  }
}
```

Refer to the exhibit. You are defining a custom entity recognition model in Azure AI Language. The exhibit shows a partial configuration. What is the relationship between 'Laptop' and 'Electronics'?

⚠ Common exam trap

Many exam-takers confuse hierarchical 'type-of' relationships with 'part-of' relationships, leading them to incorrectly select Option D, or they assume no relationship exists (Option B) because they overlook the visual hierarchy in the exhibit.

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

✓

Laptop is a type of Electronics.

In Azure AI Language custom entity recognition, you define entity types and subtypes using a hierarchical structure. The exhibit shows 'Laptop' as a child of 'Electronics', meaning Laptop is a subtype or specific type of the broader Electronics category. This allows the model to recognize that any Laptop entity is also an instance of Electronics, enabling more granular classification and downstream processing.

Answer analysis

Option-by-option breakdown

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

✓
Laptop is a type of Electronics.
Why this is correct
The relations show InstanceOf, meaning Laptop is an instance of Electronics.
✗
There is no defined relationship.
Why it's wrong here
A relationship is explicitly defined as InstanceOf.
✗
Electronics is a type of Laptop.
Why it's wrong here
The relation is from Laptop to Electronics, so Laptop is the instance.
✗
Laptop is a part of Electronics.
Why it's wrong here
The relation is InstanceOf, not HasPart.

Go deeper

AI-102 Practice Question: Implement natural language processing solutions

Exhibit

Why each option matters

Option-by-option breakdown

Related to this question