Document Understanding Modern Projects User Guide

DELIVERY:

Last updated May 15, 2025

FM1003 - document type

Overview

The Uniform Residential Loan Application Form 1003 is the standard form nearly all mortgage lenders in the United States use to collect information on borrowers about their finances, the property type, and its value.

The model is trained to identify and extract up to 71 fields and 49 items containing all kinds of data relevant for the mortgage application process.

Particularities

The model automatically detects data such as:

Borrower Name, SSN, Date of Birth, Citizenship,
Type of Credit, Other Borrowers Applying for this Loan, Martial Status, Dependents, Contact Information,
Current Employment Info: Business Name, Address, Phone, Position/Title, Start Date, Period Employed, Monthly Income,
Assets: Account Type, Financial Institution, Account Number, Cash or Market Value,
Loan Originator Name, Address, NMLSR ID#.

Extracted fields

Note: If you are using using public endpoints, such as https://du.uipath.com/ie/invoices, all fields are available. However, if you are using custom-trained extractors, the availability of extracted fields is dependant on the version you are currently using.

You can also check the list of fields and types on any endpoint in the /info/model object. To access this, simply add /info/model to any endpoint, like so: https://du.uipath.com/ie/invoices/info/model. For an enhanced reading experience of the fields list, it's recommended to install a JSON viewer extension in your browser.

Table 1. List of extracted fields for FM1003
Display Name	Field Name	Field Type	Content Type
Universal Loan Identifier	universal-loan-no	regular	id-no
Agency Case No.	agency-case-no	regular	id-no
Borrower Name	borrower-name	regular	string
1a. Full Name	1a-name	regular	string
1a. Alternate Name	1a-alt-name	regular	string
1a. Social Security Number	1a-ssn	regular	id-no
1a. Date of Birth	1a-dob	regular	date
1a. Citizenship	1a-citizenship	regular	string
1a. Type of Credit	1a-credit-type	regular	string
1a. Number of Borrowers	1a-no-of-borrowers	regular	number
1a. Other Borrower Name	1a-name-other-borrower	regular	string
1a. Marital Status	1a-martial-status	regular	string
1a. Number of Dependents	1a-dependents-no	regular	number
1a. Contact Email	1a-contact-info-email	regular	string
1a. Period at Current Address	1a-address-ym	regular	string
1b. Gross Monthly Income Total	1b-gmi-total	regular	number
1c. Gross Monthly Income Total	1c-gmi-total	regular	number
3a. Property Address - Street	3a-address	regular	string
4a. Loan Amount	4a-loan-amount	regular	number
4a. Loan Purpose	4a-loan-purpose	regular	string
4a. Property Address	4a-property-address	regular	string
4a. Property No of Units	4a-no-of-units	regular	number
4a. Property Value	4a-property-value	regular	number
4a. Occupancy	4a-occupancy	regular	string
4a. Mix-Use Property Y/N	4a-mix-use	regular	string
4a. Manufactured Home Y/N	4a-manufactured	regular	string
4c. Expected Monthly Rental Income	4c-expected-rent	regular	number
4c. Expected Net Monthly Rental Income	4c-expected-rent-lender	regular	number
6 Borrower Signature Date	6-brw-signature-date	regular	date
6 Additional Borrower Signature Date	6-add-brw-signature-date	regular	date
7 Military Service	7-military-service	regular	string
8 Ethnicity	8-ethnicity	regular	string
8 Sex	8-sex	regular	string
8 Race	8-race	regular	string
9 Loan Originator Organization Name	9-name	regular	string
9 Loan Originator Organization Address	9-address	regular	string
9 Loan Originator Email	9-email	regular	string
9 Loan Originator Phone	9-phone	regular	string
9 Loan Originator Signature Date	9-signature-date	regular	date
1a. Current Address - Street	1a-address-current	regular	string
1a. Current Address Housing Type	1a-address-housing	regular	string
1a. Current Address Rent Amount	1a-address-rent	regular	number
Current Employer Name	current-employer-name	regular	string
3a. Property Address - Unit Number	3a-property-address--un	regular	string
3a. Property Address - City	3a-property-address-c	regular	string
3a. Property Address - State	3a-property-address-s	regular	string
3a. Property Address - ZIP	3a-property-address-z	regular	string
3a. Property Address - Country	3a-property-address-co	regular	string
1a. Current Address - Unit Number	1a-current-address-u	regular	string
1a. Current Address - City	1a-current-address-c	regular	string
1a. Current Address - State	1a-current-address-s	regular	string
1a. Current Address - ZIP	1a-current-address-z	regular	string
1a. Current Address - Country	1a-current-address-co	regular	string