Disclaimers

Disclaimers are system added messages that often contain legal language and terms that are sometimes misinterpreted by our AI as legal advice.

During the Scrub Disclaimers pipeline step, our AI processes individual paragraphs and predicts if those paragraphs are disclaimers. These predicted disclaimers populate on the Disclaimers (Priv) tab, where you can confirm or deny the initial prediction. Disclaimers found in the Client Brain will not be populated on the Disclaimers (Priv) tab. Annotating a disclaimer on the Annotator Decision field as Disclaimer will guarantee the disclaimer is not considered during privilege analysis. Annotator decisions influence and help train an AI model to identify and ignore similar paragraphs.

Requirements

You can only annotate disclaimers when the Scrub Disclaimers pipeline step has a status of Ready to Apply Annotations.

Single disclaimer annotation

To annotate Disclaimers:

  1. Navigate to the Annotation (Priv)>Disclaimers (Priv) tab.
  2. Filter the list to show Disclaimers that you have not annotated by setting Annotator Decision to (Not Set).

  3. Select the Edit button on the first Disclaimer in the list.
  4. Review the Prediction and the Disclaimer Text fields.
  5. On the Annotator Decision field, select either Disclaimer or Not Disclaimer. See Suggested annotation workflow .
      Notes: Disclaimers not annotated on the Annotator Decision field will not guarantee their removal and do not influence the training of an AI model to identify disclaimers.
  6. Select Save and Next to annotate the next disclaimer.
    You have completed disclaimer annotations when all disclaimers have an Annotator Decision field value.

See Scrub Disclaimers to complete the pipeline step.

Note: You can also choose to filter or search across the Disclaimer Text field for specific language that you believe is representative of a disclaimer, such as intended recipient or distribution or copy. You can then annotate that subset of disclaimers.

Mass disclaimer annotation

To annotate Disclaimers using the Mass Actions available:

  1. Navigate to the Annotation (Priv)>Disclaimers (Priv) tab.
  2. Filter the list to show Disclaimers that you have not annotated by setting Annotator Decision to (Not Set).
  3. Scroll through the list of Disclaimers and review the Prediction and Disclaimer Text fields. Select all of the Disclaimers you want to annotate as Disclaimer.
    See Suggested annotation workflow .
  4. Use the Annotate as Disclaimer mass action button at the bottom of the page.
  5. Confirm that you want to Annotate these Disclaimers as Disclaimer. This will update the Annotator Decision field on the items selected.
  6. Repeat steps 3-5 to mass annotate Disclaimers as Not Disclaimer using the Annotate as Not Disclaimer mass action.

You have completed disclaimer annotations when all disclaimers have an Annotator Decision field value.

See Scrub Disclaimers to complete the pipeline step.

Annotate disclaimers fields

The following fields appear when annotating Disclaimers:

Field Field type Required Description Notes

Artifact ID

Fixed-length text N A unique identifier for this specific disclaimer. This value will never change and is not editable.

By clicking on this value from a list, you open the Disclaimer page where you can find more metadata on the Disclaimer.

You can use this field to find a specific disclaimer.

Disclaimer Text

Long text N The paragraph text predicted to be a Disclaimer. This information will not change and you can not edit it.

You can search or filter across the Disclaimer Text when viewing the Disclaimer list to find specific disclaimers to annotate.

Prediction

Single choice N The prediction by the AI model as to whether the paragraph is a Disclaimer or Not Disclaimer. This value will never change and you can not edit it. Disclaimers created in the system will always have a Prediction field value of Disclaimer.

Annotator Decision

Single choice Y The only annotation field for disclaimers. Lets you confirm or deny the AI prediction. See Suggested annotation workflow for more information on what to consider a Disclaimer or Not a Disclaimer.

Hash

Fixed-length text N A calculated hash value for the paragraph. This field ensures that if the same paragraph appears in documents analyzed within a different project, the original annotation decision still applies, and you will not have to annotate the content again. This value will never change and is not editable.  

Annotated

Yes/No N Upon annotating and saving a disclaimer this field populates with a check mark. You can not edit this field.

You can use this field to find disclaimers you have or have not annotated.

Include this field in dashboard widgets for visual representation of your annotation progress.

Privilege Project

Multiple object N This field links to the project that found this specific disclaimer. You can not edit this field. A disclaimer may link to many projects if it appeared in many analyzed data sets.

Reference ID

Fixed-length text N A unique identifier used by the system. This value will never change and you can not edit it.  

Suggested annotation workflow

Prior to following the steps below add a search condition to your disclaimer list of Annotator Decision is NOT SET. This will make it so that annotated disclaimers no longer show up in the list and you can avoid annotating over something that was already annotated. As you follow the How to locate instructions below for each step, you must actually review the disclaimers returned.

Following is the suggested annotation workflow for Disclaimers. These steps should be completed in priority order:

Step Expected annotation Content type Examples How to locate
1

Not Disclaimer 

Declarative 

privilege language 

This email contains privileged and confidential information.

This email is privileged and confidential.

This email and the contents within are Attorney-Client Privileged. 

Perform the following search across disclaimers: 

Disclaimer Text IS LIKE privilege  

AND  

Disclaimer Text IS NOT LIKE may 

2

Not Disclaimer 

Mentions of 

individuals 

or aliases 

This email is confidential and may be protected by attorney-client privilege. If received in error, email jane.doe@lawfirm.com. 

Perform the following search across disclaimers: 

Disclaimer Text IS LIKE @  

3

Disclaimer 

Highly likely disclaimer that are complete and don’t contain mentions of people 

The contents of this e-mail and any attachment(s) are confidential and intended for the named recipient(s) only.

Perform the following search across disclaimers: 

Disclaimer Text IS LIKE privilege  

OR 

Disclaimer Text IS LIKE confidential 

While reviewing these you are trying to spot and kick out: 

  • Non disclaimers
  • Incomplete disclaimers 
  • Disclaimers that mention a person by name 
4

Not Disclaimer 

Remaining content 

Extraneous text 

Signature blocks 

Cyber security warnings 

External email warnings 

All disclaimers without an annotator decision after following the steps above.