AI-102 Practice Question: Implement natural language processing solutions
Exhibit
{
"documents": [
{
"id": "1",
"entities": [
{
"text": "Seattle",
"type": "Location",
"subtype": null,
"offset": 14,
"length": 7,
"confidenceScore": 0.99
},
{
"text": "Microsoft",
"type": "Organization",
"subtype": null,
"offset": 30,
"length": 9,
"confidenceScore": 0.95
}
],
"warnings": []
}
],
"errors": []
}Refer to the exhibit. You called the Named Entity Recognition API on a document. Which entity type is "Seattle"?
⚠ Common exam trap
A common mix-up: candidates confuse the specific instance (e.g., 'City') with the official entity type label used by the API, leading them to choose 'City' instead of the correct 'Location' type.
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
✓
Location
The Named Entity Recognition (NER) API in Azure AI Language identifies 'Seattle' as a Location entity because it is a recognized geographical place. The API uses a pre-trained model that categorizes entities into types such as Location, Person, Organization, etc., and 'Seattle' falls under the Location type based on its semantic context in the document.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Organization
Why it's wrong here
That is Microsoft's type.
- ✓
Location
Why this is correct
Directly from the exhibit.
- ✗
Person
Why it's wrong here
Not present.
- ✗
City
Why it's wrong here
City is not a standard NER type; Location is.
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