Filter and format extracted data using the Type parameter in a Field object. For example, the following field returns null unless it finds data that Sensible recognizes as a number:

JSON

{
  "fields": [
    {
      "id": "typed_field",
      "type": "number",
      "anchor": "duration in years:",
      "method": {
        "id": "label",
        "position": "right"
      }
    },
  ]
}

The following types are available: Address
Boolean
Compose
Currency
Custom
Date
Distance
Images
Name
Number
Paragraph
Percentage
Phone Number
String
Table
Weight
Deprecated types

Address

Returns USA-based addresses. By default, Sensible recognizes single- or multi-line addresses isolated from other lines in “block” format. For example, "type":"address" recognizes address such as: Click to enlarge

Use the Block Format parameter to recognize addresses embedded in non-address lines, for example, use:

JSON

  "type": {
    "id": "address",
    "block_format": false
  }

to find addresses in paragraphs: Click to enlarge

Example output

JSON

{
    "value": "11 Center Street\nAmherst, MA 01002",
    "type": "address"
  }

Formats recognized With either block or in-line address, Sensible recognizes these formats:

City, State, Zip, and variant representations of these elements such as abbreviations
Digits, Street, City, State, Zip, and variant representations of these elements such as abbreviations
PO boxes with a number represented in digits
Lists of addresses in the preceding formats
Addresses that span multiple lines. To enable this behavior, Sensible joins the lines returned by the method using whitespaces as the separators, and finds the type in the joined text.

Sensible is less sensitive to non-address text if you configure "block_format": false:

Block	In-line
Newlines optional	yes	yes
Trailing or leading non-address text allowed in starting or ending address lines	no	yes
Non-address text allowed between address elements	no	no

For example: Waverly Pl `# block format San Francisco, CA 94110 123 Waverly Pl San Francisco, CA 941104123 PO BOX 1058 San Francisco, CA 94110 123 Waverly Pl San Francisco, CA 941104123

inline format

the shipping address is 123 Waverly Pl San Francisco, CA, 94110. The billing address is the same.

This type **doesn't** match text that lacks a zip code, such as `11 Center Street, Amherst, MA`.

## Boolean

Returns true for the following case-insensitive strings:



```JSON JSON
true
yes
y

Returns false for the following case-insensitive strings:

JSON

false
no
n

Example output:

JSON

{
  source: "YES",
  type: "boolean",
  value: true,
}

Compose

Returns a transformed type you define using an array of types. In the array, each successive type in the array takes the previous type’s output as its input. For example, use this type:

As a more syntactically concise alternative to the Regex method or to Computed Field methods. For example, you can write a field to capture a date-typed field, then transform the field’s output with the Split method. Or, see the following example to transform dates using the Compose type.
To transform table cell contents. As an alternative, see the NLP table method to transform table cell contents using large language models(LLMs).

Parameters

key	value	description
id (required)	compose
types (required)	array of type objects	Each type in a compose array takes the output of the previous type as its input.

Examples

Config

JSON

{
  "fields": [
    {
      "id": "maintenance_records",
      "anchor": "date",
      "type": "table",
      "method": {
        "id": "fixedTable",
        "columnCount": 2,
        "columns": [
          {
            "id": "col1_date",
            "type": {
              "id": "compose",
              "types": [
                {
                  /* convert variable source date formats to standard format
                     YYYY-MM-DDT00:00:00.000Z */
                  "id": "date"
                },
                /* convert date type's output to YYYY-MM using a capturing group */
                {
                  "id": "custom",
                  "pattern": "^([0-9]{4}-[0-9]{2})-[0-9]{2}"
                }
              ]
            },
            "index": 0
          },
          {
            "id": "col2_description",
            "index": 1
          }
        ],
        "stop": {
          "type": "startsWith",
          "text": "keep"
        }
      }
    }
  ]
}

Example document
The following image shows the example document used with this example config: Click to enlarge

Example document	Download link

Output

JSON

{
  "maintenance_records": {
    "columns": [
      {
        "id": "col1_date",
        "values": [
          null,
          {
            "value": "2021-12",
            "type": "string"
          },
          {
            "value": "2022-03",
            "type": "string"
          },
          null,
          {
            "value": "2023-01",
            "type": "string"
          }
        ]
      },
      {
        "id": "col2_description",
        "values": [
          {
            "value": "Maintenance description",
            "type": "string"
          },
          {
            "value": "Changed oil",
            "type": "string"
          },
          {
            "value": "New front tires",
            "type": "string"
          },
          {
            "value": "Battery replaced",
            "type": "string"
          },
          {
            "value": "Changed oil",
            "type": "string"
          }
        ]
      }
    ]
  }
}

Currency

You can define this type using concise syntax, or you can configure options with expanded syntax.

Simple syntax

Syntax example `“type”: “currency”``` Output example Returns USA dollars as absolute value. For example,

JSON

{
    "source": "3 bil",
    "value": 3000000000,
    "unit": "$",
    "type": "currency"
  }

Formats recognized Sensible by default recognizes USA decimal notation (for example, 1,500.06). Recognizes abbreviated quantities, such as k for thousand. To recognize European decimal notation (for example, 1.500,06), see the following configurable syntax section. Recognizes digits with the following formatting:

dollar sign, optional commas every three digits, optional cents after period
commas every three digits, optional cents after period
no dollar sign, up to six digits without commas as sole line contents. Allow up to nine digits if cents are present.

Recognizes abbreviated and written-out quantities as follows:

thousand, k
million, mil, mm, m
billion, bil, b
trillion, t

For example:

$1k
5k
1,000,000.056
$5.33
1 mm
3 bil
2 thousand

This type doesn’t match text such as one million or 123456789.

Configurable syntax

Use configurable syntax to change the default recognized formats. Example syntax

JSON

"type":
  {
    "id": "currency",
    "currencySymbol": "€",
    "requireCurrencySymbol": true,  
    "thousandsSeparator": ".",
    "decimalSeparator": ",", 
    "maxValue": 10000,
    "roundTo": 2
  }

Example output

JSON

{
    "source": "€3.567,01",
    "value": 3567.01,
    "unit": "€",
    "type": "currency"
  }

Parameters

key	value	description
id (required)	currency
requireCurrencySymbol	boolean. Default: false	Requires a currency symbol preceding the amount.
currencySymbol	string or object. Default: $	The text to recognize as a currency symbol, for example ”€” or “EURO”. The text must precede the amount. This parameter sets the Unit parameter in the output.To specify multiple currencies to recognize, use this parameter to specify a lookup table. The table maps source text to the Unit parameter. For example, the following lookup table recognizes currency codes and symbols for dollars and euros, and outputs symbols to the Unit parameter: “currencySymbol”: {" $": "$ ""€”: ”€""USD”: ” $","EUR": "€","default": "€"}If the source text doesn't include a currency symbol, Sensible uses the default specified in the lookup table. If the lookup table doesn't include a default, Sensible falls back to the$ symbol.
requireThousandsSeparator	boolean. Default: false	Requires a thousands separator in numbers with a thousands place.
thousandsSeparator	string. Default: ,	The separator to require, for example .
decimalSeparator	string. Default: .	For numbers with a decimal place, specify the separator, for example ,.
maxDecimalDigits	number. Default: 4	The maximum number of decimal digits to recognize.
maxValue	number. Default: infinity	The maximum currency amount to recognize. Use this to extract an amount with a known range. For example, use it as an alternative to the Tiebreaker parameter, or to extract one currency amount among several returned by a method like the Document Range or Box method.
minValue	number. Default: infinity	The minimum currency amount to recognize. Use this to extract an amount with a known range.
relaxedWithCents	Boolean. default: false	Use this parameter when poor-quality scans or photographed documents result in erroneous OCR output for the decimal separator or thousands separator. If true, Sensible overrides all other Currency type parameters, outputs USD currency, and recognizes the following number format as a currency: - any number of digits mixed with <fuzzySeparator> characters, followed by - one <fuzzySeparator> character, followed by - two digits (for the cents)where a <fuzzySeparator> character is any of the following common erroneous OCR outputs for a period or comma: .,;: _ (period, comma, semicolon, colon, space, underscore)For example, if you set this parameter to true, then for the erroneous OCR output “7.859:36”, Sensible returns: {“source”: “7.859:36”,“type”: “currency”,“unit”: ”$”,“value”: 7859.36}
accountingNegative	default, anyParentheses, bothParentheses, suffixNegativeSign Default: null	Replaces the deprecated Accounting Currency type. Specifies to recognize accounting sign conventions for negative numbers.null Sensible recognizes negative numbers as described in the preceding formats recognized section.bothParentheses - Sensible assigns a negative value to a number prefixed and suffixed by parentheses.anyParentheses - Sensible assigns a negative value to a number that includes any parentheses as a suffix or prefix. Use this option to handle OCR errors, where an opening or closing parenthesis can be incorrectly recognized as other characters.suffixNegativeSign - Sensible assigns a negative value to number suffixed by a negative sign.default Replaces the behavior of the Accounting Currency type for backward compatibility. The equivalent of bothParentheses and suffixNegativeSign.
alwaysNegative	boolean	If true, Sensible assigns a negative value to a number and ignores sign symbols in the document. For example, use this to capture values in the debit column of an accounting document, where negative signs are omitted.
removeSpaces	boolean	Removes whitespace in a line for better currency recognition. For example, changes the line $12.45 to$ 12.45.
roundTo	number of decimal places to round up to.	Rounds up to the specified decimal place. For example if you specify “roundTo”: 3 then Sensible rounds 0.1234 to 0.123. If you specify “roundTo”: 2 and “decimalSeparator”: ”,” then Sensible rounds 5,249 to 5,25.

Custom

Returns a custom type you define using regular expressions. For example, define types for zip codes, time durations, customer IDs, and order numbers. Example syntax

JSON

"type":
  {
    "id": "custom",
    "pattern": "Time\\:\\s*([0-9][0-9]:[0-9][0-9])",
    "type": "time_24_hr_military"
  }

Example output This type outputs strings. For example:

JSON

{
    "source": "Time: 14:01",
    "value": "14:01",
    "type": "time_24_hr_military"
  }

Parameters

key	value	description
id (required)	custom
pattern (required)	Valid JS regex	Javascript-flavored regular expression. Returns the first capturing group.Double escape special characters since the regex is in a JSON object. For example, \\s, not \s , to represent a whitespace character.Sensible doesn’t validate regular expressions for custom types.
flags	JS-flavored regex flags.	Flags to apply to the regex. for example: “i” for case-insensitive.
matchMultipleLines	Boolean. default: false	If true, matches regular expressions that span multiple lines. To enable this behavior, Sensible joins the lines returned by the method using whitespaces as the separators, and runs the regular expression on the joined text. ^ matches the start of the first line returned by the method, and $matches the end of the last line. For example, ^\[0-9 \]+$ matches all the joined text returned by the method, if all the characters are digits or whitespaces.

Date

You can define this type using concise syntax, or you can configure options with expanded syntax. Sensible matches dates that span multiple lines. To enable this behavior, Sensible joins the lines returned by the method using whitespaces as the separators, and finds the type in the joined text.

Simple syntax

Syntax example

"type":"date"

Output example Returns an ISO 8601-formatted date-time. For example:

JSON

{
    "source": "Feb 1, 21",
    "value": "2021-02-01T00:00:00.000Z",
    "type": "date"
}

Formats recognized Sensible recognizes the following date formats by default:

JSON

"%m/%d/%Y",
"%m/%d/%y",
"%m/%Y",
"%b %d,? %Y",
"%b %d,? %y",
"%b %dst,? %Y",
"%b %dst,? %y",
"%b %dnd,? %Y", 
"%b %dnd,? %y",
"%b %dth,? %Y",
"%b %dth,? %y",
"%b %drd,? %Y",
"%b %drd,? %y",
"%m-%d-%Y",
"%m-%d-%y",
"%Y-%m-%d",
"%Y%M%D"

See the following configurable syntax section for definitions of the field descriptors in the preceding list. The following are examples of date formats that Sensible recognizes by default:

5/17/2018
november 30, 1955
Feb 1, 21
June 7th, 2021
Jan. 9th, 09

Configurable syntax

Syntax example The following example:

JSON

"type":
  {
    "id": "date",
    "format": ["%b-%d[a-z]{2}-%y$", "%y%M%D", "%b\\\\%d\\\\%Y", "%b\\s*?%Y"]   
  }

Recognizes the following date formats and ignores all default formats:

format	example	example output
”%b-%d[a-z]-%y$“	JAN-31st-22, February-3rd-21	”value”: “2022-01-31T00:00:00.000Z"
"%y%M%D”	800325	”value”: “1980-03-25T00:00:00.000Z”,
“%b\\\\%d\\\\%Y”	JAN\31\2022	”value”: “2022-01-31T00:00:00.000Z"
"%b\\s*?%Y”	jan 2022	”value”: “2022-01-01T00:00:00.000Z”

Parameters

key	value	description
id (required)	date	Returns datetime. Sensible outputs the time as midnight UTC.
format	JS regex or array of JS regexs	Custom date formats override the defaults listed in the simple syntax section.See the following table for a list of the field descriptors. The field descriptors are concise syntax for regular expressions. You can use Javascript-flavored regular expressions (“regex”) with these field descriptors to define custom date formats. Double escape special characters since the regex is in a JSON object (for example, \\s, not \s , to represent a whitespace character).

The following table lists the field descriptors you can use to define a custom format other than the default formats listed in the simple syntax section.

field descriptor	regex	notes	example
%b	for each month, case-insensitive pattern like january OR jan\.?	Abbreviated month name, with or without periods, or full month name.	Jan, Feb, …, Dec.January, February, …, December
%y	[0-9]	Two-digit year.Values in the range 69–99 refer to years in the twentieth century (1969–1999); values in the range 00–68 refer to years in the twenty-first century (2000–2068).Tips: If you want to recognize two-digit years and exclude four-digit years, add an end-of-line regex special character $in formats like "%m/%d/%y$ ” so that you don’t incorrectly match dates like 02/03/1998 as 2019-02-03T00:00:00.000Z. If you want to match both two- and four-digit years, you don’t need the $ character. Instead you need to specify the four-digit format first, for example, [“%b-%d-%Y”,“%b-%d-%y”].	00, 01, …, 99
%Y	[0-9]	Four-digit year (year with century as a decimal number).	2013, 2019 etc.
%m	[0-9]{1,2}	The month number, unpadded or zero-padded.	1,…,1201,…,12
%M	[0-9]	Two-digit (“zero-padded”) month number (01-12).	01,…,12
%d	[0-9]{1,2}	The day number, unpadded or zero-padded	1,…,3101,…,31
%D	[0-9]	Two-digit (“zero-padded”) day number (01-31).	01,…,31

Distance

Returns miles and kilometers. Recognizes digits followed optionally by kilometers, miles, or their abbreviations. For example:

3,001.5 kilometers
2 km
1.5 kms
1 mile
4 mi
45

Example output:

json

 {
    "source": "3,001.5 kilometers",
    "value": 3001.5,
    "unit": "kilometers",
    "type": "distance"
  }

Images

Use this solely with the Document Range method to return image metadata.

Name

Simple syntax

Syntax example `“type”: “name”``` Output example Returns one or more names. For example:

JSON

{
  "source": "Richard & Ann Spangenberg",
  "type": "name",
  "value": [
      "Richard Spangenberg",
      "Ann Spangenberg"
  ]
}

Formats recognized Doesn’t recognize a list of names more than 6 words long. Doesn’t recognize lists of three or more names such as `last1, last2, & last3``` Recognizes names of the formats below, and variant representations of these elements such as abbreviations.

first last
first1 last1 and first2 last2
last, first1 and first2
first1 and first2 last
first1 last1, first2 last2,… firstN, lastN

For example:

John R. Smith Sr
Richard & Ann Spangenberg
DuBois, Renee and Lois 
Argos Fullington, Jax Odenson, Ollie Longstreet

Configurable syntax

Example syntax

JSON

"type":
  {
    "id": "name",
    "capitalization": "allCaps"
  }

Example output

JSON

{
  "source": "Richard & Ann Spangenberg",
  "type": "name",
  "value": [
      "RICHARD SPANGENBERG",
      "ANN SPANGENBERG"
  ]
}

Parameters

key	value	description
id (required)	name
capitalization	allCaps, firstLetter. Default: no change to source capitalization	Formats the output in all uppercase, or with the first letter of each word capitalized.

Number

Simple syntax

Syntax example `“type”: “number”``` Output example

JSON

{
    "source": "123456789",
    "value": 123456789,
    "type": "number"
}

Formats recognized Recognizes digits in USA decimal notation. Recognizes one or more digits, optionally followed either by:

commas preceding every three digits, optional digits after period, or by
digits after period

For example:

-3.1
3,500,053.78
1234567890

This type does not recognize text such as 3.061.534,45. Configure the Currency type instead.

Configurable syntax

Example syntax

JSON

"type":
  {
    "id": "number",
    "roundTo": "2"
  }

Example output

JSON

{
    "source": "1234.56989",
    "value": 1234.57,
    "type": "number"
}

Parameters

key	value	description
id (required)	number
roundTo	number of decimal places to round up to.	Rounds up to the specified decimal place. For example if you specify “roundTo”: 3 then Sensible rounds 0.1234 to 0.123.

Paragraph

Use with methods that return paragraphs, for example Document Range or Paragraph, to format the extracted text. By default, returns paragraphs formatted with newline characters (\n), instead of formatted as a single string.

Simple syntax

Syntax example

"type": "paragraph"

Output example

JSON

For any move in date that is after the 15th of the month, Tenant must pay a full month of rent in order to gain possession of the home. The prorated rent amount will be due the second month of lease.\n Every month thereafter, Lessee must pay rent on or before the 1st day of each month with 5 days of grace period. Excludes utility costs.\n

Formats recognized Sensible recognizes paragraphs separated by configurable vertical gaps, or “paragraph breaks.” Sensible doesn’t use paragraph margins, for indentations, to detect paragraphs.

Configurable syntax

Use configurable syntax to change the formatting of the extracted text. Example syntax

JSON

"type":
  {
    "id": "paragraph",
    "annotateSuperscriptAndSubscript": true
  }

Example output For the following document: Click to enlarge

When you set"annotateSuperscriptAndSubscript": true , Sensible formats the footnote symbols to indicate they’re superscripted, for example, [^1]:

JSON

{
  "lease_duration": {
    "type": "string",
    "value": "12/31/2023 [^1] . Thereafter, it shall be month-to-month on the same terms and conditions as stated herein plus $80.00 month to month charge, save any changes made pursuant to law, until terminated by notice of at least 30 days. [^2]\n[^1] Landlord shall send notice of new terms 30 days before current terms end. [^2] Proper 30 day notice (in writing or email) must be received by the Landlord."
  }
}

Parameters

key	value	description
id (required)	paragraph
annotateSuperscriptAndSubscript	Boolean. default: false	When true: - Sensible annotates subscript and superscript text with [^…] and [_…], respectively. - Sensible annotates end-of-page breaks with [EOP].
allNewlines	Boolean. default: false	When true, Sensible inserts a newline (\n) in the output for every line break in the document text, and two newlines (\n\n), for every paragraph break.When false, Sensible inserts a newline for every paragraph break.
paragraphBreakThreshold	default: 0.4	By default, Sensible detects paragraph breaks when the vertical gap between two lines is larger than 40% of the font height of the output line. Use this parameter to change the percentage.

Percentage

Returns percent as an absolute value. Recognizes a percent formatted as digits in USA decimal notation (for example, 1,500.06), followed optionally by a whitespace, followed by a percent sign (%) . For example:

JSON

20.1 %
20.1%
1,000.05%

Example output

JSON

 {
    "source": "20.5%",
    "value": 20.5,
    "type": "percentage"
  }

Phone Number

Returns phone numbers:

Recognizes USA 10-digit phone numbers either with or without a country calling code. May be optionally formatted with parentheses, dashes, spaces, plus sign (+), or periods.
Recognizes international phone numbers if prefixed by a country calling code (for example, +91 for India).

Examples:

1-888-353-9578
+18883539578
888.353.9577
888 353 3264
888 353-3232
(207) 312-6767
+91 9999999999
+91 9999 999999
+91 9999-999999

Example output

JSON

{
    "type": "phoneNumber",
    "source": "(855) 786-3246",
    "value": "+18557863246"
}

This type does not recognize country calling codes formatted with 00, for example, 0091 or 001.

String

Default type. Returns strings. Example output

JSON

 {
    "type": "string",
    "value": "3 bil"
}

Table

Required when you define a table method.

Weight

Returns pounds and kilograms. Recognizes digits in USA decimal notation (for example, 1,500.06):

digits are in the format recognized by the Number type
“pounds”, “kilograms”, or their abbreviations follow the digits

For example:

JSON

1,000.4 kg
1 kilo
5.5 kilograms
6.00 lbs
1 pound
634.83

Example output

JSON

{
    "source": "6,000.01 lbs",
    "value": 6000.01,
    "unit": "pounds",
    "type": "weight"
}

Deprecated types

Accounting Currency

Deprecated. See Currency Returns US dollar numbers. Supports negative numbers represented either with parentheses () or with the minus sign (-). Recognizes digits in USA decimal notation (for example, 1,500.06):

digits are in the format recognized by the Number type
digits are optionally preceded or succeeded by a negative sign (-)
digits are optionally preceded by a USA dollar sign ($)

Examples:

JSON

56,999
-$527.01
$527.01-
(1,000)
($400.567)

Example output

JSON

 {
    "source": "($400.567)",
    "value": -400.567,
    "unit": "$",
    "type": "accountingCurrency"
  }

Welcome

Integrations

LLM-based Extractions

Layout-based Extractions

Document Type Classification

Best Practices

SenseML Reference

API

Types

Address

inline format

Compose

Parameters

Examples

Currency

Simple syntax

Configurable syntax

Custom

Date

Simple syntax

Configurable syntax

Distance

Images

Name

Simple syntax

Configurable syntax

Number

Simple syntax

Configurable syntax

Paragraph

Simple syntax

Configurable syntax

Percentage

Phone Number

String

Table

Weight

Deprecated types

Accounting Currency

Welcome

Integrations

LLM-based Extractions

Layout-based Extractions

Document Type Classification

Best Practices

SenseML Reference

API

​Address

​inline format

​Compose

​Parameters

​Examples

​Currency

​Simple syntax

​Configurable syntax

​Custom

​Date

​Simple syntax

​Configurable syntax

​Distance

​Images

​Name

​Simple syntax

​Configurable syntax

​Number

​Simple syntax

​Configurable syntax

​Paragraph

​Simple syntax

​Configurable syntax

​Percentage

​Phone Number

​String

​Table

​Weight

​Deprecated types

​Accounting Currency

Address

inline format

Compose

Parameters

Examples

Currency

Simple syntax

Configurable syntax

Custom

Date

Simple syntax

Configurable syntax

Distance

Images

Name

Simple syntax

Configurable syntax

Number

Simple syntax

Configurable syntax

Paragraph

Simple syntax

Configurable syntax

Percentage

Phone Number

String

Table

Weight

Deprecated types

Accounting Currency