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Synthetic Identity Checks

Assesses how provided identifiers interlink in our identity graph by measuring connection strength, cluster coherence, and uniqueness.

What it entails

Synthetic Identity Checks compare provided names, addresses, emails, phone numbers, and social profiles, etc against authoritative records. They include first/last/full name discrepancies, address-line mismatches, email/phone/social profile inconsistencies, and birthday vs. age conflicts.

Why it works

Fraudsters craft synthetic profiles by merging fragments of real identities with fabricated data, resulting in mismatched attributes and abnormal network link patterns—hallmarks of identity fabrication.


Checks

The following are the distinct IDs and types of checks that are included in the Synthetic Identity Check Package.

SYNTHETIC_FIRST_NAME_MISMATCH

First-name match result.

ValueNameDescription
CONFLICTFirst Name Match Someone ElseThe first name matched a different person that is not this person.
HOUSEHOLDFirst Name Matched HouseholdThe first name matched a person in the same household.
MATCHEDFirst Name MatchedThe first name matched the person found.
UNKNOWNUnknown if the First Name MatchesThe first name could not be attributed to the person.

SYNTHETIC_LAST_NAME_MISMATCH

Last-name match result.

ValueNameDescription
CONFLICTLast Name Match Someone ElseThe last name matched a different person that is not this person.
HOUSEHOLDLast Name Matched HouseholdThe last name matched a person in the same household.
MATCHEDLast Name MatchedThe last name matched the person found.
UNKNOWNUnknown if the Last Name MatchesThe last name could not be attributed to the person.

SYNTHETIC_ADDR_LINE1_MISMATCH

Address Line 1 match result.

ValueNameDescription
CONFLICTAddress Line 1 Match Someone ElseThe address line 1 matched a different person that is not this person.
HOUSEHOLDAddress Line 1 Matched HouseholdThe address line 1 matched a person in the same household.
MATCHEDAddress Line 1 MatchedThe address line 1 matched the person found.
UNKNOWNUnknown if the Address Line 1 MatchesThe address line 1 could not be attributed to the person.

SYNTHETIC_ADDR_LINE2_MISMATCH

Address Line 2 match result.

ValueNameDescription
CONFLICTAddress Line 2 Match Someone ElseThe address line 2 matched a different person that is not this person.
HOUSEHOLDAddress Line 2 Matched HouseholdThe address line 2 matched a person in the same household.
MATCHEDAddress Line 2 MatchedThe address line 2 matched the person found.
UNKNOWNUnknown if the Address Line 2 MatchesThe address line 2 could not be attributed to the person.

SYNTHETIC_CITY_MISMATCH

City match result.

ValueNameDescription
CONFLICTCity Match Someone ElseThe city matched a different person that is not this person.
HOUSEHOLDCity Matched HouseholdThe city matched a person in the same household.
MATCHEDCity MatchedThe city matched the person found.
UNKNOWNUnknown if the City MatchesThe city could not be attributed to the person.

SYNTHETIC_REGION_MISMATCH

Region/State match result.

ValueNameDescription
CONFLICTRegion/State Match Someone ElseThe region/state matched a different person that is not this person.
HOUSEHOLDRegion/State Matched HouseholdThe region/state matched a person in the same household.
MATCHEDRegion/State MatchedThe region/state matched the person found.
UNKNOWNUnknown if the Region/State MatchesThe region/state could not be attributed to the person.

SYNTHETIC_COUNTRY_MISMATCH

Country match result.

ValueNameDescription
CONFLICTCountry Match Someone ElseThe country matched a different person that is not this person.
HOUSEHOLDCountry Matched HouseholdThe country matched a person in the same household.
MATCHEDCountry MatchedThe country matched the person found.
UNKNOWNUnknown if the Country MatchesThe country could not be attributed to the person.

SYNTHETIC_POSTAL_MISMATCH

Postal/ZIP code match result.

ValueNameDescription
CONFLICTPostal/Zip Code Match Someone ElseThe postal/ZIP code matched a different person that is not this person.
HOUSEHOLDPostal/Zip Code Matched HouseholdThe postal/ZIP code matched a person in the same household.
MATCHEDPostal/Zip Code MatchedThe postal/ZIP code matched the person found.
UNKNOWNUnknown if the Postal/Zip Code MatchesThe postal/ZIP code could not be attributed to the person.

SYNTHETIC_NAME_ADDRESS_NO_MATCH

Combined name and address match result.

ValueNameDescription
NO_MATCHName and address do not matchThe name and address do not match, which could indicate a potential fraud attempt.
MATCHEDName and address matchThe name and address match, indicating a legitimate connection.
NONENo name or address providedNo name or address was provided.

SYNTHETIC_AGE_MISMATCH

Birthday vs. age discrepancy.

ValueNameDescription
MISMATCH_AGE_10_YEAR_PLUSBirthday<>Age difference is greater than 10 years!The birthday provided mismatches the identity by at least 10 years, raising concern for a synthetic identity or fraud attempt.
MISMATCH_AGE_5_YEAR_PLUSBirthday<>Age difference is between 5 and 10 years!The birthday provided mismatches the identity by between 5 and 10 years, raising medium concern for synthetic identity or fraud.
MISMATCH_AGE_YEAR_PLUSBirthday<>Age difference is between 1 and 5 years.The birthday provided mismatches the identity by between 1 and 5 years, raising medium concern for synthetic identity or fraud.
AGE_MATCHES_WITHIN_YEARAge matches within yearThe birthday provided is within a year of the age of the identity.
AGE_COMPLETE_MATCHAge complete matchThe birthday provided exactly matches the age of the identity.
UNKNOWNNo age information or birthday availableNo age information or birthday provided.

SYNTHETIC_SSN_MISMATCH

SSN match result.

ValueNameDescription
CONFLICTSSN Match Someone ElseThe SSN matched a different person that is not this person.
HOUSEHOLDSSN Matched HouseholdThe SSN matched a person in the same household.
MATCHEDSSN MatchedThe SSN matched the person found.
UNKNOWNUnknown if the SSN MatchesThe SSN could not be attributed to the person.

SYNTHETIC_EMAIL_MISMATCH

Email match result.

ValueNameDescription
CONFLICTEmail Match Someone ElseThe email matched a different person that is not this person.
HOUSEHOLDEmail Matched HouseholdThe email matched a person in the same household.
MATCHEDEmail MatchedThe email matched the person found.
UNKNOWNUnknown if the Email MatchesThe email could not be attributed to the person.

SYNTHETIC_PHONE_MISMATCH

Phone-number match result.

ValueNameDescription
CONFLICTPhone number Match Someone ElseThe phone number matched a different person that is not this person.
HOUSEHOLDPhone number Matched HouseholdThe phone number matched a person in the same household.
MATCHEDPhone number MatchedThe phone number matched the person found.
UNKNOWNUnknown if the Phone number MatchesThe phone number could not be attributed to the person.

SYNTHETIC_SOCIAL_PROFILE_MISMATCH

Social-profile match result.

ValueNameDescription
CONFLICTSocial Profile Match Someone ElseThe social profile matched a different person that is not this person.
HOUSEHOLDSocial Profile Matched HouseholdThe social profile matched a person in the same household.
MATCHEDSocial Profile MatchedThe social profile matched the person found.
UNKNOWNUnknown if the Social Profile MatchesThe social profile could not be attributed to the person.

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