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AI-102 · Question #251

You have a Conversational Language Understanding model. You export the model as a JSON file. The following is a sample of the file. What represents the Weather.Historic entity in the sample utterance?

The correct answer is B. by month. In a Conversational Language Understanding model's JSON export, the phrase "by month" represents the Weather.Historic entity, indicating how historic weather data should be categorized or aggregated.

Submitted by jaden.t· Mar 30, 2026Implement conversational AI solution

Question

You have a Conversational Language Understanding model. You export the model as a JSON file. The following is a sample of the file. What represents the Weather.Historic entity in the sample utterance?

Exhibit

AI-102 question #251 exhibit

Options

  • Alast year
  • Bby month
  • Camount of
  • Daverage

How the community answered

(17 responses)
  • A
    12% (2)
  • B
    82% (14)
  • C
    6% (1)

Why each option

In a Conversational Language Understanding model's JSON export, the phrase "by month" represents the Weather.Historic entity, indicating how historic weather data should be categorized or aggregated.

Alast year

"last year" would likely be a distinct temporal entity, possibly `Weather.Historic.Year` or a generic `DateTime` entity.

Bby monthCorrect

In a Conversational Language Understanding (CLU) model, entities are specific spans of text within an utterance that represent relevant information. Given the entity type `Weather.Historic`, "by month" typically indicates a temporal aspect or aggregation for historical weather data, making it a valid extraction for such an entity.

Camount of

"amount of" is a quantifier phrase, not typically an entity value itself but part of a larger intent or a modifier for a measurement entity.

Daverage

"average" is an aggregation function or a property, not a specific entity value for `Weather.Historic`.

Concept tested: Conversational Language Understanding (CLU) entities

Source: https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/conversational-language-understanding/how-to/tag-entities

Topics

#CLU model export#CLU entities#JSON structure

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