English Named Entity Recognizer

ANNIE is a named entity recognition pipeline that identifies basic entity types, such as Person, Location, Organization, Money amounts, Time and Date expressions.

It is the prototypical information extraction pipeline distributed with the GATE framework and forms the base of many more complex GATE-based IE applications.

Default annotations
:Person Standard named entity types
:Location
:Organization
:Date
:Address Includes email and IP addresses as well as street addresses
Additional annotations available if selected
:Money Monetary amounts
:Percent Expressions representing percentages
:Token The individual tokens of the text, with "category" feature for POS
:SpaceToken The spaces between tokens
:Sentence Sentences detected by the sentence splitter
1,200 free requests / day
Larger batches £0.80 / CPU hour

Use this pipeline

Single documents

You can process up to 1,200 documents per day free of charge using the REST API, at an average rate of 2 documents/sec. Higher quotas are available for research users by arrangement, contact us for details.

The API endpoint for this pipeline is:

https://cloud-api.gate.ac.uk/process-document/annie-named-entity-recognizer

Create API Key

Batches of documents

You can process any amount of data with this pipeline on a pay-as-you-go basis, for £0.80 per hour. This can be data you upload yourself, data you collected from Twitter, or the results of a previous job.

Reserve a job