spaCy - Doc.ents Property

This doc property is used for the named entities in the document. If the entity recognizer has been applied, this property will return a tuple of named entity span objects.

Example 1

An example of Doc.ents property is as follows −

import spacy
nlp_model = spacy.load("en_core_web_sm")
doc = nlp_model("This is Tutorialspoint.com.")
ents = list(doc.ents)
ents[0].label

Output

When you execute the code, you will see the following output −

383

Example 2

Here is an another example of Doc.ents property −

ents[0].label_

Output

‘ORG’

Example 3

Given below is an example of Doc.ents property −

ents[0].text

Output

'Tutorialspoint.com'