This page lists the named entities that can be automatically discovered by Gretel's Transform and Classify APIs.
What types of entities can Gretel identify?
Tag
Name
Description
aba_routing_number
ABA Routing Number
An american bank association routing number
credit_card_number
Credit Card Number
A credit card number is 12 to 19 digits long. They are used for payment transactions globally.
date
Date
A date. This includes most date formats, as well as the names of common world holidays.
datetime
DateTime
A date and timestamp. This includes most date/time formats.
domain_name
Domain name
A domain name as defined by the DNS standard.
email_address
Email
An email address identifies the mailbox that emails are sent to or from. The maximum length of the domain name is 255 characters, and the maximum length of the local-part is 64 characters.
facebook_data
Facebook Data
API tokens and keys used for developer access to Facebook
first_name
First name
A first name is defined as the first part of a PERSON_NAME.
generic_key
Generic Keys
An arbitrary character set mapped to a key that could be an API key or token
github_token
GitHub Token
A personal GitHub token
google_data
Google Data
Misc Google IDs, Keys, and Tokens
google_olc
Google Open Location Code
Geocode string for identifying an area using special system developed by Google
gps_coordinates
GPS Coordinates
A combination of latitude and longitude into a single tuple
hostname
Hostname
A name that resolves to a specific host or system on a network
iban_code
IBAN code
An International Bank Account Number (IBAN) is defined as an internationally agreed-upon method for identifying bank accounts. It's defined by the International Standard of Organization (ISO) 13616:2007 standard. ISO 13616:2007 was created by the European Committee for Banking Standards (ECBS). An IBAN consists of up to 34 alphanumeric characters including elements such as a country code or account number.
imei_hardware_id
IMEI
An International Mobile Equipment Identity (IMEI) hardware identifier, used to identify mobile phones.
imsi_subscriber_id
IMSI
An International Mobile Subscriber Identity (IMSI) identifier, used to identify mobile phone subscriber identities.
ip_address
IP address
An Internet Protocol (IP) address (either IPv4 or IPv6).
jwt
JWT
A JSON Web Token
last_name
Last name
A last name is defined as the last part of a PERSON_NAME.
latitude
Latitude
The angular distance of a place north or south of the earth's equator
location
Location
A physical address or location.
longitude
Longitude
The angular distance of a place east or west of the meridian at Greenwich, England, or west of the standard meridian of a celestial object
md5
MD5
A MD5 Hash.
organization_name
Organization name
An organization name.
person_name
Person name
A full person name, which can include first names, middle names or initials, and last names.
phone_number
Phone number
A telephone number.
phone_number_namer
Phone Number North America
A telephone number valid for North America (10-digits)
sendgrid_credentials
SendGrid credentials
Credentials for use with the Sendgrid API
sha256
SHA256
A SHA256 hash.
sha512
SHA512
A SHA512 hash.
slack_secrets
Slack Secrets
Tokens or private information for Slack workspaces
square_api_key
Square API Key
Various keys and tokens for the Square payment service
stripe_api_key
Stripe API Key
A public or private API key for the Stripe service
swift_code
SWIFT code
A SWIFT code is the same as a Bank Identifier Code (BIC). It's a unique identification code for a particular bank. These codes are used when transferring money between banks, particularly for international wire transfers. Banks also use the codes for exchanging other messages.
time
Time
A timestamp of a specific time of day.
twilio_data
Twilio API data
Information about Twilio API access such as SIDs or API secrets
url
URL
A Uniform Resource Locator (URL).
us_social_security_number
US Social Security Number
A United States Social Security number (SSN) is a 9-digit number issued to US citizens, permanent residents, and temporary residents. The Social Security number has effectively become the United States national identification number.
us_state
USA State
A state in the United States of America.
us_zip_code
US Zip Code
Postal code used by the United States Postal Service
uuid
UUID
A Universally Unique Identifier (UUID).
Locations Supported using NLP
When NLP prediction are enabled, additional types of locations may be predicted. These locations include
Address
Borough
City
Continent
County
Country
District
Location
Municipality
Nationality
Neighborhood
Province
Region
State
Suburb
Town
PER
I-PER
Person
LOC
I-LOC
GPE
If any of these entities are recognized by the model, they will be labelled as a location.