# Supported Entity Types Deepgram's [entity detection](/guides/self-hosted-deployments-6-detect-entities) model recognizes 59 entity types. [Redaction](/guides/formatting-redaction) supports 56 of them. The tables below list every entity type that can be redacted, divided into four groups: PII (Personally Identifiable Information), PHI (Protected Health Information), PCI (Payment Card Industry), and Other Entities. :::callout{intent="info"} Three entity types are returned by entity detection but are not valid `redact` values: `cardinal`, `ordinal`, and `percent`. Passing any of them to `redact` returns a 400 error. ::: When using [redaction](/guides/formatting-redaction), you can redact entire groups using `redact=pii`, `redact=phi`, or `redact=pci`. For example, `redact=phi` will redact all entity types listed in the PHI section below. Note that some entities, such as `name` and `location`, also have subtypes. For instance, `location_city` is a subtype of `location`. This means that, in a phrase such as _I live in Boston_, the location name _Boston_ will be detected as both `location` and `location_city`, with the more specific label (in this case, `location_city`) appearing in the output. Other entity types are groupings of related categories. For example, `healthcare_number` captures health plan beneficiary numbers and medical record numbers, both of which are outlined as identifiers in the HIPAA Safe Harbor provision. Similarly, `numerical_pii` covers a broad range of entity types such as MAC addresses and cookie IDs. While entity types have English names, international variants are also redacted. For example, `ssn` covers American Social Security Numbers, as well as many equivalent identification numbers used in different regions worldwide, such as the Canadian Social Insurance Number or the German Sozialversicherungsnummer. ## Redacting Certain Entities Deepgram's redaction functionality supports over 50 unique entity types for both pre-recorded (batch) and streaming requests. Individual entity classes can be redacted by specifying `redact=entity_class` one or more times. You can also use redaction groups (`pci`, `pii`, `phi`, `numbers`) to redact multiple related entity types at once. See the **Redaction Groups** column in the tables below to see which groups include each entity type. The `pii` group includes every entity type marked `pii` in any table below, including the Other Entities table, not only the PII table. Two narrower selectors are also accepted: `expiration` redacts only `credit_card_expiration`, and `pin` redacts only `password`. :::callout{intent="info"} `redact=true` and `redact=numbers` redact any sequence of three or more consecutive numerals, in addition to the entity types listed in the `numbers` group below. `redact=aggressive_numbers` extends digit-sequence redaction to single- and two-digit numbers as well. Digit-sequence redaction is independent of entity recognition. Numerals that match an entity type in the `numbers` group are tagged with the specific entity (`[CREDIT_CARD_1]`, `[SSN_1]`, etc.). Sequences caught only by the digit-length rule are replaced with a generic `[REDACTED]` placeholder. ::: ## Supported Entity Types ### **PII** (Personally Identifiable Information) | Label | Description | Regulatory Compliance | Redaction Groups | | --------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | -------------------------------------------------------------- | ------------------------------ | | account\_number | Customer account or membership identification number | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | age | Numbers associated with an individual’s age | GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | bank\_account | Bank account numbers and international equivalents, such as IBAN | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers` | | credit\_card | Credit card numbers | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pci` | | credit\_card\_expiration | Expiration date of a credit card | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pci`, `expiration` | | cvv | 3- or 4-digit card verification codes and equivalents | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pci` | | date | Specific calendar dates, which can include days of the week, dates, months, or years | HIPAA, Quebec Privacy Act | `numbers`, `pii` | | date\_interval | Broader time periods, including date ranges, months, seasons, years, and decades | HIPAA | `numbers`, `pii` | | dob | Dates of birth | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | email\_address | Email addresses | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `pii` | | event | Names of events or holidays | | `pii` | | filename | Names of computer files, including the extension or filepath | | `pii` | | gender\_sexuality | Terms indicating gender identity or sexual orientation, including slang terms | CPRA, GDPR, GDPR Sensitive, APPI Sensitive | `pii` | | healthcare\_number | Healthcare numbers and health plan beneficiary numbers | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | ip\_address | Internet IP address, including IPv4 and IPv6 formats | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | location | Metaclass for any named location reference | GDPR, HIPAA, APPI | `numbers`, `pii` | | location\_address | Full or partial physical mailing addresses | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | location\_city | Municipality names, including villages, towns, and cities | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `pii` | | location\_coordinate | Geographic positions referred to using latitude, longitude, and/or elevation coordinates | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | location\_country | Country names | GDPR, APPI | `pii` | | location\_state | State, province, territory, or prefecture names | GDPR, APPI | `pii` | | location\_zip | Zip codes (including Zip+4), postcodes, or postal codes | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | money | Names and/or amounts of currency | | `numbers`, `pii` | | name | Names of individuals, not including personal titles such as ‘Mrs.’ or ‘Mr.’ | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `pii` | | name\_given | Names given to an individual, usually at birth; often first / middle names in Western cultures and middle / last names in Eastern cultures | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `pii` | | name\_family | Names indicating a person’s family or community; often a last name in Western cultures and first name in Eastern cultures | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `pii` | | name\_medical\_professional | Names including the title of a medical professional, such a "Doctor" | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `pii` | | numerical\_pii | Numerical PII that doesn’t fall under other categories | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | occupation | Job titles or professions | Quebec Privacy Act, APPI | `pii` | | origin | Terms indicating nationality, ethnicity, or provenance | CPRA, GDPR, GDPR Sensitive, Quebec Privacy Act, APPI Sensitive | `pii` | | passport\_number | Passport numbers, issued by any country | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | password | Account passwords, PINs, access keys, or verification answers | CPRA, APPI | `numbers`, `pii`, `pin` | | phone\_number | Telephone or fax numbers | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | physical\_attribute | Distinctive bodily attributes, including terms indicating race | CPRA, GDPR, GDPR Sensitive, APPI Sensitive | `pii` | | ssn | Social Security Numbers or international equivalent government identification numbers | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pii` | | time | Expressions indicating clock times | | `numbers`, `pii` | | url | Internet addresses | CPRA, GDPR, HIPAA, Quebec Privacy Act | `pii` | | username | Usernames, login names, or handles | CPRA, GDPR, APPI | `pii` | | vehicle\_id | Vehicle identification numbers (VINs), vehicle serial numbers, and license plate numbers | CPRA, GDPR, HIPAA, APPI | `numbers`, `pii` | ### **PHI** (Protected Health Information) | Label | Description | Regulatory Compliance | Redaction Groups | | ---------------- | --------------------------------------------------------------------- | ----------------------------------------------------- | ---------------- | | condition | Names of medical conditions, diseases, syndromes, deficits, disorders | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI Sensitive | `phi` | | drug | Medications, vitamins, and supplements | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI Sensitive | `phi` | | injury | Bodily injuries, including mutations, miscarriages, and dislocations | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI Sensitive | `phi` | | blood\_type | Blood types | CPRA, GDPR, HIPAA, Quebec Privacy Act | `phi` | | medical\_process | Medical processes, including treatments, procedures, and tests | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI Sensitive | `phi` | | statistics | Medical statistics | HIPAA, Quebec Privacy Act | `numbers`, `phi` | ### **PCI** (Payment Card Industry) | Label | Description | Regulatory Compliance | Redaction Groups | | ------------------------ | ----------------------------------------------------- | ------------------------------------------- | ------------------------------ | | credit\_card | Credit card numbers | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pci` | | credit\_card\_expiration | Expiration date of a credit card | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pci`, `expiration` | | cvv | 3- or 4-digit card verification codes and equivalents | CPRA, GDPR, HIPAA, Quebec Privacy Act, APPI | `numbers`, `pci` | ### **Other Entities** | Label | Description | Regulatory Compliance | Redaction Groups | | ---------------------- | -------------------------------------------------------------- | -------------------------------------------------------------- | ---------------- | | language | Names of natural languages | GDPR, GDPR Sensitive, APPI Sensitive | `pii` | | marital\_status | Terms indicating marital status | APPI Sensitive | `pii` | | organization | Names of organizations or departments within an organization | Quebec Privacy Act, APPI | `pii` | | political\_affiliation | Terms referring to a political party, movement, or ideology | CPRA, GDPR, GDPR Sensitive, Quebec Privacy Act, APPI Sensitive | `pii` | | religion | Terms indicating religious affiliation | CPRA, GDPR, GDPR Sensitive, Quebec Privacy Act, APPI Sensitive | `pii` | | routing\_number | Routing number associated with a bank or financial institution | | `numbers` | | zodiac\_sign | Names of Zodiac signs | | `pii` | *** ## Related pages - [Amazon SageMaker](./amazon-sagemaker-index.md) - [Aura](./aura-index.md) - [Changelog](../changelog.md) - [Custom Vocabulary](./custom-vocabulary-index.md) - [Deepgram's Docs](../index.md) - [Deployment](./deployment-index.md) - [Docker/Podman](./docker-podman-index.md) - [Features](./features-index.md) - [Flux TTS](./flux-tts-index.md) - [Formatting](./formatting-index.md) # Agent Instructions Cite this page’s canonical URL and keep its documentation version. 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