Create Scale AI NER tasks from Linear issues
When you need entities pulled out of text, the request often starts as a Linear issue and then waits. Notis opens a named entity recognition task in Scale AI as soon as the issue is filed, so extraction begins without a manual handoff.
Trigger
Issue Created Trigger
Triggered when a new issue is created.
Action
Create Named Entity Recognition Task
Tool to create a named entity recognition task for labelers to highlight text entity mentions. Use when you need to extract and label entities such as people, organizations, or locations from text.
Why this helps
NER requests written in Linear wait for someone to manually open the Scale AI task, delaying text extraction.
- Entity extraction starts the moment the issue is filed
- No manual task creation between planning and labeling
- Text annotation requests stop stalling in the backlog
Setup
Build it in a few focused steps.
- 1Connect Linear and Scale AI to Notis one time from the portal
- 2Ask Notis for your portal link and open Automations, then New Automation
- 3Write the instruction: when a Linear text-extraction issue is created, open a Scale AI named entity recognition task
- 4Choose the Linear Issue Created trigger and a channel for run reports
- 5File a sample issue and confirm the NER task appears in Scale AI
Questions about this workflow
Can I define which entities to extract?
Yes. Describe the entity types in your prompt, such as people, organizations, or locations, and Notis carries that into the task.
Does it act on all issues?
Only the ones matching your description, so unrelated issues are ignored.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Linear to Scale ai. A trigger fires from one place; an action lands in another.
Linear triggers
Scale ai actions
Comment Received Trigger
Triggered when a comment is received.
Add Studio Assignments
Tool to add project assignments to team members in Scale AI Studio. Use when you need to assign specific projects to team members by their email addresses. This action creates new assignments for the specified team members and projects.
Issue Created Trigger
Triggered when a new issue is created.
Add Task Tags
Tool to add tags to an existing task. Use when you need to tag or categorize tasks for organization and filtering. Automatically avoids duplicate tags.
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
Create Batch
Tool to create a new batch within a project. Use when you need to group multiple tasks together for organizational and processing purposes.
Private Team Comment Created
Fires when a new comment is posted on an issue in a private Linear team (polled with the connected user's token).
Create Document Transcription Task
Tool to create a document transcription task where workers transcribe and annotate information from single or multi-page documents. Use when you need to extract structured data from documents like invoices, forms, or screenshots.
Private Team Issue Created
Fires when a new issue appears in a private Linear team (polled with the connected user's token).
Create Image Annotation Task
Tool to create an image annotation task where annotators label images with vector geometric shapes (box, polygon, line, point, cuboid, ellipse). Use when you need to annotate objects in images with bounding boxes, polygons, or other geometric annotations.
Private Team Issue Properties Updated
Fires when properties on an issue change in a private Linear team (polled with the connected user's token).
Create Lidar Annotation Task
Tool to create a lidar annotation task where annotators mark objects with 3D cuboids in 3D space. Use when you need to annotate LIDAR frame sequences with 3D object detection.
Project Created
Fires when a new Linear project is created. Covers projects in both public and private teams — polls with the connected user's token, so visibility matches what the connected user can see in Linear.
Create LiDAR Segmentation Task
Tool to create a LiDAR segmentation task where annotators assign semantic class labels to individual LiDAR points. Use when you need to annotate point cloud data with object classes such as vehicles, pedestrians, roads, buildings, etc. Either 'project' or 'batch' must be provided in the request.
Project Properties Updated
Fires when properties on a Linear project change (status, lead, target date, priority, etc.). Covers projects in both public and private teams — polls with the connected user's token.
Create Named Entity Recognition Task
Tool to create a named entity recognition task for labelers to highlight text entity mentions. Use when you need to extract and label entities such as people, organizations, or locations from text.
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When this happens · Trigger
Do this · Action
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