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website/docs/usage/linguistic-features.mdx
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@ -290,10 +290,7 @@ for token in doc:
| toward | `prep` | shift | `NOUN` | manufacturers |
| manufacturers | `pobj` | toward | `ADP` | |
<ImageScrollable
src="/images/displacy-long2.svg"
width={1275}
/>
<ImageScrollable src="/images/displacy-long2.svg" width={1275} />
Because the syntactic relations form a tree, every word has **exactly one
head**. You can therefore iterate over the arcs in the tree by iterating over
@ -709,7 +706,85 @@ displacy.serve(doc, style="ent")
```
<Standalone height={180}>
<div style={{lineHeight: 2.5, fontFamily: "-apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol'", fontSize: 18}}>When <mark style={{ background: '#aa9cfc', padding: '0.45em 0.6em', margin: '0 0.25em', lineHeight: 1, borderRadius: '0.35em'}}>Sebastian Thrun <span style={{ fontSize: '0.8em', fontWeight: 'bold', lineHeight: 1, borderRadius: '0.35em', marginLeft: '0.5rem'}}>PERSON</span></mark> started working on self-driving cars at <mark style={{ background: '#7aecec', padding: '0.45em 0.6em', margin: '0 0.25em', lineHeight: 1, borderRadius: '0.35em'}}>Google <span style={{ fontSize: '0.8em', fontWeight: 'bold', lineHeight: 1, borderRadius: '0.35em', marginLeft: '0.5rem'}}>ORG</span></mark> in <mark style={{ background: '#bfe1d9', padding: '0.45em 0.6em', margin: '0 0.25em', lineHeight: 1, borderRadius: '0.35em'}}>2007 <span style={{ fontSize: '0.8em', fontWeight: 'bold', lineHeight: 1, borderRadius: '0.35em', marginLeft: '0.5rem'}}>DATE</span></mark>, few people outside of the company took him seriously.</div>
<div
style={{
lineHeight: 2.5,
fontFamily:
"-apple-system, BlinkMacSystemFont, 'Segoe UI', Helvetica, Arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol'",
fontSize: 18,
}}
>
When{' '}
<mark
style={{
background: '#aa9cfc',
padding: '0.45em 0.6em',
margin: '0 0.25em',
lineHeight: 1,
borderRadius: '0.35em',
}}
>
Sebastian Thrun{' '}
<span
style={{
fontSize: '0.8em',
fontWeight: 'bold',
lineHeight: 1,
borderRadius: '0.35em',
marginLeft: '0.5rem',
}}
>
PERSON
</span>
</mark>{' '}
started working on self-driving cars at{' '}
<mark
style={{
background: '#7aecec',
padding: '0.45em 0.6em',
margin: '0 0.25em',
lineHeight: 1,
borderRadius: '0.35em',
}}
>
Google{' '}
<span
style={{
fontSize: '0.8em',
fontWeight: 'bold',
lineHeight: 1,
borderRadius: '0.35em',
marginLeft: '0.5rem',
}}
>
ORG
</span>
</mark>{' '}
in{' '}
<mark
style={{
background: '#bfe1d9',
padding: '0.45em 0.6em',
margin: '0 0.25em',
lineHeight: 1,
borderRadius: '0.35em',
}}
>
2007{' '}
<span
style={{
fontSize: '0.8em',
fontWeight: 'bold',
lineHeight: 1,
borderRadius: '0.35em',
marginLeft: '0.5rem',
}}
>
DATE
</span>
</mark>
, few people outside of the company took him seriously.
</div>
</Standalone>
## Entity Linking {id="entity-linking"}
@ -721,7 +796,8 @@ identifier from a knowledge base (KB). You can create your own
[`EntityLinker`](/api/entitylinker) using that custom knowledge base.
As an example on how to define a KnowledgeBase and train an entity linker model,
see this [`this tutorial`](https://github.com/explosion/projects/blob/v3/tutorials/nel_emerson)
see this
[`this tutorial`](https://github.com/explosion/projects/blob/v3/tutorials/nel_emerson)
using [spaCy projects](/usage/projects).
### Accessing entity identifiers {id="entity-linking-accessing",model="entity linking"}