文本分析 API v3 中支持的实体类别Supported entity categories in the Text Analytics API v3

使用本文查找命名实体识别 (NER) 可以返回的实体类别。Use this article to find the entity categories that can be returned by Named Entity Recognition (NER). NER 运行预测模型来识别输入文档中的命名实体并对其分类。NER runs a predictive model to identify and categorize named entities from an input document.

用户也可预览 NER v3.1,其中包括检测个人 (PII) 信息的功能。A preview of NER v3.1 is also available, which includes the ability to detect personal (PII) information.

可以在迁移指南中找到版本 2.1 返回的类型列表You can find a list of types returned by version 2.1 in the migration guide

实体类别Entity categories

文本分析的 NER 功能返回以下常规(非标识)实体类别。The NER feature for Text Analytics returns the following general (non identifying) entity categories. 例如,将请求发送到 /entities/recognition/general 终结点时。for example when sending requests to the /entities/recognition/general endpoint.

类别Category 说明Description
PersonPerson 人员姓名。Names of people.
PersonTypePersonType 某人的工作类型或角色。Job types or roles held by a person.
位置Location 自然地标和人造地标、结构、地理特征和地缘政治实体Natural and human-made landmarks, structures, geographical features, and geopolitical entities
组织Organization 公司、政治团体、乐队、体育俱乐部、政府机构和公共组织。Companies, political groups, musical bands, sport clubs, government bodies, and public organizations.
事件Event 历史事件、社会事件和自然发生的事件。Historical, social, and naturally occurring events.
ProductProduct 各种类别的物理对象。Physical objects of various categories.
SkillSkill 能力、技能或专长。A capability, skill, or expertise.
AddressAddress 完整的邮寄地址。Full mailing addresses.
电话号码Phone number 电话号码。Phone numbers.
EmailEmail 电子邮件地址。Email addresses.
URLURL 指向网站的 URL。URLs to websites.
IPIP 网络 IP 地址。Network IP addresses.
DateTimeDateTime 某天的日期和时间。Dates and times of day.
数量Quantity 数值度量和单位。Numerical measurements and units.

类别:人员Category: Person

此类别包含以下实体:This category contains the following entity:

实体Entity

人员Person

详细信息Details

人员姓名。Names of people.

支持的文档语言Supported document languages

ar, cs, da, nl, en, fi, fr, de, he,ar, cs, da, nl, en, fi, fr, de, he,
hu, it, ja, ko, no, pl, pt-br, pt-pt, ru, es, sv, trhu, it, ja, ko, no, pl, pt-br, pt-pt, ru, es, sv, tr

类别:PersonTypeCategory: PersonType

此类别包含以下实体:This category contains the following entity:

实体Entity

PersonTypePersonType

详细信息Details

某人的工作类型或角色Job types or roles held by a person

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-br

类别:位置Category: Location

此类别包含以下实体:This category contains the following entity:

实体Entity

位置Location

详细信息Details

自然地标和人造地标、结构、地理特征和地缘政治实体。Natural and human-made landmarks, structures, geographical features, and geopolitical entities.

支持的文档语言Supported document languages

ar, cs, da, nl, en, fi, fr, de, he, hu, it, ja, ko, no, pl, pt-br, pt-pt, ru, es, sv, trar, cs, da, nl, en, fi, fr, de, he, hu, it, ja, ko, no, pl, pt-br, pt-pt, ru, es, sv, tr

子类别Subcategories

此类别中的实体可以有以下子类别。The entity in this category can have the following subcategories.

实体子类别Entity subcategory

地缘政治实体 (GPE)Geopolitical Entity (GPE)

详细信息Details

城市、国家/地区、省/自治区/直辖市。Cities, countries/regions, states.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-br

StructuralStructural

人造结构。Manmade structures.

en

地理Geographical

地理和自然特征,如河流、海洋和沙漠。Geographic and natural features such as rivers, oceans, and deserts.

en

类别:组织Category: Organization

此类别包含以下实体:This category contains the following entity:

实体Entity

组织Organization

详细信息Details

公司、政治团体、乐队、体育俱乐部、政府机构和公共组织。Companies, political groups, musical bands, sport clubs, government bodies, and public organizations. 民族和宗教不包括在此实体类型中。Nationalities and religions are not included in this entity type.

支持的文档语言Supported document languages

ar, cs, da, nl, en, fi, fr, de, he, hu, it, ja, ko, no, pl, pt-br, pt-pt, ru, es, sv, trar, cs, da, nl, en, fi, fr, de, he, hu, it, ja, ko, no, pl, pt-br, pt-pt, ru, es, sv, tr

子类别Subcategories

此类别中的实体可以有以下子类别。The entity in this category can have the following subcategories.

实体子类别Entity subcategory

医疗Medical

详细信息Details

医疗公司和团体。Medical companies and groups.

支持的文档语言Supported document languages

en

证券交易Stock exchange

证券交易所集团。Stock exchange groups.

en

体育游戏Sports

与体育相关的组织。Sports-related organizations.

en

类别:事件Category: Event

此类别包含以下实体:This category contains the following entity:

实体Entity

事件Event

详细信息Details

历史事件、社会事件和自然发生的事件。Historical, social, and naturally occurring events.

支持的文档语言Supported document languages

enesfrdeitzh-hansjakopt-ptpt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt and pt-br

子类别Subcategories

此类别中的实体可以有以下子类别。The entity in this category can have the following subcategories.

实体子类别Entity subcategory

文化Cultural

详细信息Details

文化活动和假期。Cultural events and holidays.

支持的文档语言Supported document languages

en

NaturalNatural

自然发生的事件。Naturally occurring events.

en

体育游戏Sports

体育活动。Sporting events.

en

类别:产品Category: Product

此类别包含以下实体:This category contains the following entity:

实体Entity

ProductProduct

详细信息Details

各种类别的物理对象。Physical objects of various categories.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-br

子类别Subcategories

此类别中的实体可以有以下子类别。The entity in this category can have the following subcategories.

实体子类别Entity subcategory

计算产品Computing products

详细信息Details

计算产品。Computing products.

支持的文档语言Supported document languages

en

类别:技能Category: Skill

此类别包含以下实体:This category contains the following entity:

实体Entity

技能Skill

详细信息Details

能力、技能或专长。A capability, skill, or expertise.

支持的文档语言Supported document languages

en

类别:地址Category: Address

此类别包含以下实体:This category contains the following entity:

实体Entity

地址Address

详细信息Details

完整邮寄地址。Full mailing address.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-br

类别:PhoneNumberCategory: PhoneNumber

此类别包含以下实体:This category contains the following entity:

实体Entity

PhoneNumberPhoneNumber

详细信息Details

电话号码(仅限美国和欧洲电话号码)。Phone numbers (US and EU phone numbers only).

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt pt-br

类别:电子邮件Category: Email

此类别包含以下实体:This category contains the following entity:

实体Entity

电子邮件Email

详细信息Details

电子邮件地址。Email addresses.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-br

类别:URLCategory: URL

此类别包含以下实体:This category contains the following entity:

实体Entity

URLURL

详细信息Details

指向网站的 URL。URLs to websites.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-br

类别:IPCategory: IP

此类别包含以下实体:This category contains the following entity:

实体Entity

IPIP

详细信息Details

网络 IP 地址。network IP addresses.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-br

类别:DateTimeCategory: DateTime

此类别包含以下实体:This category contains the following entities:

实体Entity

DateTimeDateTime

详细信息Details

某天的日期和时间。Dates and times of day.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-br

此类别中的实体可以有以下子类别Entities in this category can have the following subcategories

子类别Subcategories

此类别中的实体可以有以下子类别。The entity in this category can have the following subcategories.

实体子类别Entity subcategory

日期Date

详细信息Details

日历日期。Calender dates.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

时间Time

一天中的时间。Times of day.

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

DateRangeDateRange

日期范围。Date ranges.

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

TimeRangeTimeRange

时间范围。Time ranges.

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

持续时间Duration

持续时间。Durations.

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

设置Set

集,重复的时间。Set, repeated times.

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

类别:数量Category: Quantity

此类别包含以下实体:This category contains the following entities:

实体Entity

数量Quantity

详细信息Details

数字和数量。Numbers and numeric quantities.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-bren, es, fr, de, it, zh-hans, ja, ko, pt-pt, pt-br

子类别Subcategories

此类别中的实体可以有以下子类别。The entity in this category can have the following subcategories.

实体子类别Entity subcategory

NumberNumber

详细信息Details

数字。Numbers.

支持的文档语言Supported document languages

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

百分比Percentage

百分比Percentages

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

序号Ordinal numbers

序号。Ordinal numbers.

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

AgeAge

年龄。Ages.

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

货币Currency

货币Currencies

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

维度Dimensions

维度和度量。Dimensions and measurements.

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

温度Temperature

温度。Temperatures.

en, es, fr, de, it, zh-hans, pt-pt, pt-bren, es, fr, de, it, zh-hans, pt-pt, pt-br

后续步骤Next steps