liam.obrien
employee
c55b16a94229c6ef
Normalized: liam obrien
linear
toggl
Entity Properties (gold employee table)
employee_id
c55b16a94229c6ef
name
Liam Obrien
email
liam.obrien@morelandconnect.com
nickname
—
doer
—
squad
—
toggl_squad
—
loaded_cost_hr
25.0
canonical_metadata
—
created_at
2026-05-28 02:37:41.775440+00:00
updated_at
2026-05-28 02:37:41.775440+00:00
alias_name
Naveen Sato
alias_email
naveen.sato@example.com
60%
Separation Confidence
How distinct this entity is from others. Higher means no close matches existed when it was created. Lower means a near-match was rejected just below the 80% threshold — worth reviewing.
Clearly distinct from other entities
100%
Avg Match Confidence
The average confidence score across all active source mappings. Shows overall quality of linkage between source records and this canonical entity.
Strong source linkage
Source Mappings (2)
| Source | Source ID | Display Name | Confidence | Method | Status | Actions | |
|---|---|---|---|---|---|---|---|
| linear | 22ad2906-2437-459a-ae4e-f84bbc00fff9 | liam.obrien | 1.00 | fuzzy+embedding | Active |
|
|
|
Source Record
bronze_linear_users
id
22ad2906-2437-459a-ae4e-f84bbc00fff9
name
Liam O'Brien
display_name
liam.obrien
email
liam.obrien@morelandconnect.com
active
—
created_at
—
_dlt_meta
—
|
|||||||
| toggl | 13207313 | Liam Obrien | 1.00 | exact | Active |
|
|
|
Source Record
bronze_toggl_time_entries
id
4473888876
workspace_id
5511582
user_id
13207313
username
Liam Obrien
project_id
219658455
description
The FEST
billable
No
billable_amount_in_cents
—
hourly_rate_in_cents
—
currency
USD
task_id
—
|
|||||||