Classifier output types

Classifer outputs follow standardized formats. Understanding this format is essential when working with evaluation sets, webhooks, and API responses.

Classification Output Type

Type Definition

type ClassificationOutput = {
  id: string;
  type: string;
};

Example

{
  "id": "classification_123",
  "type": "INVOICE"
}

Shared Types

Certain types are shared across different processor outputs. These provide additional context and information about the processor’s decisions.

Type Definition

type Insight = {
  type: "reasoning" | "issue" | "review_summary";
  content: string;
};

Example

{
  "insights": [
    {
      "type": "reasoning",
      "content": "This was classified as an invoice because it contains standard invoice elements including an invoice number, billing details, and itemized charges."
    }
  ]
}

Insights can appear in both Extraction and Classification outputs to provide transparency into the model’s decision-making process. They are particularly useful when debugging or validating processor results.