Sample usage for wordnet_lch

WordNet Lowest Common Hypernyms

Wordnet’s lowest_common_hypernyms() method is based used to locate the lowest single hypernym that is shared by two given words:

>>> from nltk.corpus import wordnet as wn
>>> wn.synset('kin.n.01').lowest_common_hypernyms(wn.synset('mother.n.01'))
[Synset('relative.n.01')]

>>> wn.synset('policeman.n.01').lowest_common_hypernyms(wn.synset('chef.n.01'))
[Synset('person.n.01')]

This method generally returns a single result, but in some cases, more than one valid LCH is possible:

>>> wn.synset('body.n.09').lowest_common_hypernyms(wn.synset('sidereal_day.n.01'))
[Synset('attribute.n.02'), Synset('measure.n.02')]

In some cases, lowest_common_hypernyms() can return one of the synsets which was passed to it as an argument:

>>> wn.synset('woman.n.01').lowest_common_hypernyms(wn.synset('girlfriend.n.02'))
[Synset('woman.n.01')]

In NLTK 3.0a2 the behavior of lowest_common_hypernyms() was changed to give more accurate results in a small set of cases, generally when dealing with nouns describing social roles or jobs. To emulate the pre v3.0a2 behavior, you can set the use_min_depth=True flag:

>>> wn.synset('policeman.n.01').lowest_common_hypernyms(wn.synset('chef.n.01'))
[Synset('person.n.01')]
>>> wn.synset('policeman.n.01').lowest_common_hypernyms(wn.synset('chef.n.01'), use_min_depth=True)
[Synset('organism.n.01')]

In some cases use_min_depth=True may return more or fewer results than the default behavior:

>>> wn.synset('woman.n.01').lowest_common_hypernyms(wn.synset('girlfriend.n.02'))
[Synset('woman.n.01')]
>>> wn.synset('woman.n.01').lowest_common_hypernyms(wn.synset('girlfriend.n.02'), use_min_depth=True)
[Synset('organism.n.01'), Synset('woman.n.01')]

In the general case, however, they tend to return the same results:

>>> wn.synset('body.n.09').lowest_common_hypernyms(wn.synset('sidereal_day.n.01'))
[Synset('attribute.n.02'), Synset('measure.n.02')]
>>> wn.synset('body.n.09').lowest_common_hypernyms(wn.synset('sidereal_day.n.01'), use_min_depth=True)
[Synset('attribute.n.02'), Synset('measure.n.02')]