> For the complete documentation index, see [llms.txt](https://docs.tonic.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.tonic.ai/app/generation/generators/generator-reference/algebraic.md).

# Algebraic

The algebraic generator identifies the algebraic relationship between three or more numeric values and generates new values to match. At least one of the values must be a non-integer.

If a relationship cannot be found, then the generator defaults to the [Categorical](/app/generation/generators/generator-reference/categorical.md) generator.

This generator can be linked with other Algebraic generators.

## Characteristics <a href="#algebraic-characteristics" id="algebraic-characteristics"></a>

<table data-header-hidden><thead><tr><th valign="top"></th><th valign="top"></th></tr></thead><tbody><tr><td valign="top"><strong>Consistency</strong></td><td valign="top">No, cannot be made consistent.</td></tr><tr><td valign="top"><strong>Linking</strong></td><td valign="top">Yes, can be linked.</td></tr><tr><td valign="top"><strong>Differential privacy</strong></td><td valign="top">No</td></tr><tr><td valign="top"><strong>Data-free</strong></td><td valign="top">No</td></tr><tr><td valign="top"><strong>Allowed for primary keys</strong></td><td valign="top">No</td></tr><tr><td valign="top"><strong>Allowed for unique columns</strong></td><td valign="top">No</td></tr><tr><td valign="top"><strong>Uses format-preserving encryption (FPE)</strong></td><td valign="top">No</td></tr><tr><td valign="top"><strong>Privacy ranking</strong></td><td valign="top">3</td></tr><tr><td valign="top"><strong>Generator ID (for the API)</strong></td><td valign="top"><a href="/pages/IdQez0vTDCbeKxt5qWg8"><code>AlgebraicGenerator</code></a></td></tr></tbody></table>

## How to configure <a href="#algebraic-configure" id="algebraic-configure"></a>

To configure the generator, from the **Link To** dropdown list, select the columns to link this column to. You can select other columns that are assigned the Algebraic generator.

You must select at least three columns.

The column values must be numeric. At least one of the columns must contain a value other than an integer.

If [Structural data encryption](/app/generation/generators-assign-config/generators-data-encryption-config.md) is enabled, then to use it for this column, in the advanced options section, toggle **Use data encryption process** to the on position.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter:

```
GET https://docs.tonic.ai/app/generation/generators/generator-reference/algebraic.md?ask=<question>&goal=<endgoal>
```

`ask` is the immediate question: it should be specific, self-contained, and written in natural language.
`goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal.

The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.