SI13/RESURGENCE/pattern-search.ipynb

In [2]:

from pattern.search import STRICT, search
from pattern.en import parsetree

https://github.com/clips/pattern/wiki/pattern-search ( inspired by videogrep search )

In [3]:

text = open("RESURGENCE.txt").read()

In [4]:

text[:100]

Out[4]:

'RESURGENCE | Isabelle Stengers \n\n“We are the grandchildren of the witches you were not able to burn”'

In [5]:

tree = parsetree(text)

In [80]:

n = 0
actions = []

for s in tree:
    f = open(f"page{n}.html","w")
    print("""<meta charset='utf-8'><link type="text/css" rel="stylesheet" href="body.css">""","here is your fate:",file = f)
    print(s, file = f)
    print(actions[1],file = f)
    f.close()
    n = n + 1
    

In [81]:

tree[7]

Out[81]:

Sentence("I/PRP/B-NP/O will/MD/B-VP/O honour/NN/B-NP/O the/DT/I-NP/O vision/NN/I-NP/O which/WDT/O/O ,/,/O/O since/IN/B-PP/B-PNP the/DT/B-NP/I-PNP Reagan/NNP/I-NP/I-PNP era/NN/I-NP/I-PNP ,/,/O/O has/VBZ/B-VP/O sustained/VBN/I-VP/O reclaiming/VBG/I-VP/O witches/NNS/B-NP/O such/JJ/B-ADJP/O as/IN/B-PP/B-PNP Starhawk/NNP/B-NP/I-PNP ,/,/O/O who/WP/O/O associate/VBP/B-VP/O their/PRP$/B-NP/O activism/NN/I-NP/O with/IN/B-PP/B-PNP the/DT/B-NP/I-PNP memory/NN/I-NP/I-PNP of/IN/B-PP/B-PNP a/DT/B-NP/I-PNP past/NN/I-NP/I-PNP earth-based/JJ/B-NP/I-PNP religion/NN/I-NP/I-PNP of/IN/B-PP/B-PNP the/DT/B-NP/I-PNP goddess/NN/I-NP/I-PNP -/:/O/O who/WP/O/O now/RB/B-ADVP/O ‘/''/O/O returns/NNS/B-NP/O ././O/O")

In [82]:

search("JJ", tree)

Out[82]:

[Match(words=[Word('able/JJ')]),
 Match(words=[Word('recent/JJ')]),
 Match(words=[Word('defiant/JJ')]),
 Match(words=[Word('past/JJ')]),
 Match(words=[Word('dead/JJ')]),
 Match(words=[Word('many/JJ')]),
 Match(words=[Word('imaginary/JJ')]),
 Match(words=[Word('collective/JJ')]),
 Match(words=[Word('different/JJ')]),
 Match(words=[Word('burning/JJ')]),
 Match(words=[Word('rural/JJ')]),
 Match(words=[Word('old/JJ')]),
 Match(words=[Word('violent/JJ')]),
 Match(words=[Word('unquestionable/JJ')]),
 Match(words=[Word('modern/JJ')]),
 Match(words=[Word('defiant/JJ')]),
 Match(words=[Word('past/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('earth-based/JJ')]),
 Match(words=[Word('ongoing/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('critical/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('futile/JJ')]),
 Match(words=[Word('few/JJ')]),
 Match(words=[Word('regressive/JJ')]),
 Match(words=[Word('busy/JJ')]),
 Match(words=[Word('relentless/JJ')]),
 Match(words=[Word('neoliberal/JJ')]),
 Match(words=[Word('past/JJ')]),
 Match(words=[Word('eradicative/JJ')]),
 Match(words=[Word('futile/JJ')]),
 Match(words=[Word('Creative/JJ')]),
 Match(words=[Word('interconnecting/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('own/JJ')]),
 Match(words=[Word('specific/JJ')]),
 Match(words=[Word('deleterious/JJ')]),
 Match(words=[Word('agricultural/JJ')]),
 Match(words=[Word('successful/JJ')]),
 Match(words=[Word('natural/JJ')]),
 Match(words=[Word('industrial/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('stable/JJ')]),
 Match(words=[Word('natural/JJ')]),
 Match(words=[Word('ordered/JJ')]),
 Match(words=[Word('scientific/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('past/JJ')]),
 Match(words=[Word('critical/JJ')]),
 Match(words=[Word('feminist/JJ')]),
 Match(words=[Word('sexist/JJ')]),
 Match(words=[Word('rational/JJ')]),
 Match(words=[Word('contemporary/JJ')]),
 Match(words=[Word('eradicative/JJ')]),
 Match(words=[Word('possible/JJ')]),
 Match(words=[Word('oppressive/JJ')]),
 Match(words=[Word('religious/JJ')]),
 Match(words=[Word('possible/JJ')]),
 Match(words=[Word('past/JJ')]),
 Match(words=[Word('new/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('only/JJ')]),
 Match(words=[Word('true/JJ')]),
 Match(words=[Word('objective/JJ')]),
 Match(words=[Word('past/JJ')]),
 Match(words=[Word('rid/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('eradicative/JJ')]),
 Match(words=[Word('human/JJ')]),
 Match(words=[Word('give/JJ')]),
 Match(words=[Word('subjective/JJ')]),
 Match(words=[Word('objective/JJ')]),
 Match(words=[Word('relevant/JJ')]),
 Match(words=[Word('mobilized/JJ')]),
 Match(words=[Word('complex/JJ')]),
 Match(words=[Word('unattended/JJ')]),
 Match(words=[Word('easy/JJ')]),
 Match(words=[Word('strict/JJ')]),
 Match(words=[Word('experimental/JJ')]),
 Match(words=[Word('exceptional/JJ')]),
 Match(words=[Word('fragile/JJ')]),
 Match(words=[Word('experimental/JJ')]),
 Match(words=[Word('active/JJ')]),
 Match(words=[Word('unusual/JJ')]),
 Match(words=[Word('other/JJ')]),
 Match(words=[Word('possible/JJ')]),
 Match(words=[Word('Experimental/JJ')]),
 Match(words=[Word('fragile/JJ')]),
 Match(words=[Word('experimental/JJ')]),
 Match(words=[Word('experimental/JJ')]),
 Match(words=[Word('become/JJ')]),
 Match(words=[Word('messy/JJ')]),
 Match(words=[Word('real/JJ')]),
 Match(words=[Word('devastating/JJ')]),
 Match(words=[Word('unilateral/JJ')]),
 Match(words=[Word('mere/JJ')]),
 Match(words=[Word('other/JJ')]),
 Match(words=[Word('muted/JJ')]),
 Match(words=[Word('good/JJ')]),
 Match(words=[Word('relevant/JJ')]),
 Match(words=[Word('bad/JJ')]),
 Match(words=[Word('abusive/JJ')]),
 Match(words=[Word('critical/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('ludicrous/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('theoretical/JJ')]),
 Match(words=[Word('scientific/JJ')]),
 Match(words=[Word('famous/JJ')]),
 Match(words=[Word('cooperative/JJ')]),
 Match(words=[Word('collaborative/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('creative/JJ')]),
 Match(words=[Word('common/JJ')]),
 Match(words=[Word('sad/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('concerned/JJ')]),
 Match(words=[Word('common/JJ')]),
 Match(words=[Word('cooperative/JJ')]),
 Match(words=[Word('non-antagonist/JJ')]),
 Match(words=[Word('concerned/JJ')]),
 Match(words=[Word('laborious/JJ')]),
 Match(words=[Word('hesitant/JJ')]),
 Match(words=[Word('conflictual/JJ')]),
 Match(words=[Word('collective/JJ')]),
 Match(words=[Word('particular/JJ')]),
 Match(words=[Word('practical/JJ')]),
 Match(words=[Word('eradicative/JJ')]),
 Match(words=[Word('give/JJ')]),
 Match(words=[Word('collective/JJ')]),
 Match(words=[Word('many/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('PowerPoint/JJ')]),
 Match(words=[Word('authoritative/JJ')]),
 Match(words=[Word('confrontational/JJ')]),
 Match(words=[Word('ancient/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('traditional/JJ')]),
 Match(words=[Word('many/JJ')]),
 Match(words=[Word('activist/JJ')]),
 Match(words=[Word('contemporary/JJ')]),
 Match(words=[Word('common/JJ')]),
 Match(words=[Word('design/JJ')]),
 Match(words=[Word('resurgent/JJ')]),
 Match(words=[Word('deliberative/JJ')]),
 Match(words=[Word('appropriate/JJ')]),
 Match(words=[Word('own/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('shared/JJ')]),
 Match(words=[Word('free/JJ')]),
 Match(words=[Word('participatory/JJ')]),
 Match(words=[Word('own/JJ')]),
 Match(words=[Word('other/JJ')]),
 Match(words=[Word('s/JJ')]),
 Match(words=[Word('transformative/JJ')]),
 Match(words=[Word('slow/JJ')]),
 Match(words=[Word('mutual/JJ')]),
 Match(words=[Word('mutual/JJ')]),
 Match(words=[Word('own/JJ')]),
 Match(words=[Word('b]Polyphonic/JJ')]),
 Match(words=[Word('relevant/JJ')]),
 Match(words=[Word('authoritative/JJ')]),
 Match(words=[Word('biotechnological/JJ')]),
 Match(words=[Word('self-contained/JJ')]),
 Match(words=[Word('isolable/JJ')]),
 Match(words=[Word('dubious/JJ')]),
 Match(words=[Word('individual/JJ')]),
 Match(words=[Word('multiple/JJ')]),
 Match(words=[Word('specific/JJ')]),
 Match(words=[Word('interdependent/JJ')]),
 Match(words=[Word('sensitive/JJ')]),
 Match(words=[Word('belong/JJ')]),
 Match(words=[Word('evolutionary/JJ')]),
 Match(words=[Word('developmental/JJ')]),
 Match(words=[Word('evolutionary/JJ')]),
 Match(words=[Word('open/JJ')]),
 Match(words=[Word('cooperative/JJ')]),
 Match(words=[Word('polyphonic/JJ')]),
 Match(words=[Word('preserved.[4/JJ')]),
 Match(words=[Word('other/JJ')]),
 Match(words=[Word('cooperative/JJ')]),
 Match(words=[Word('worlding/JJ')]),
 Match(words=[Word('interesting/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('royal/JJ')]),
 Match(words=[Word('complex/JJ')]),
 Match(words=[Word('systemic/JJ')]),
 Match(words=[Word('rightful/JJ')]),
 Match(words=[Word('heretical/JJ')]),
 Match(words=[Word('apt/JJ')]),
 Match(words=[Word('cooperative/JJ')]),
 Match(words=[Word('positive/JJ')]),
 Match(words=[Word('business-as-usual/JJ')]),
 Match(words=[Word('academic/JJ')]),
 Match(words=[Word('capitalist/JJ')]),
 Match(words=[Word('socio-technical/JJ')]),
 Match(words=[Word('organizational/JJ')]),
 Match(words=[Word('business-as-usual/JJ')]),
 Match(words=[Word('horrific/JJ')]),
 Match(words=[Word('trusting/JJ')]),
 Match(words=[Word('capitalist/JJ')]),
 Match(words=[Word('wild/JJ')]),
 Match(words=[Word('natural/JJ')]),
 Match(words=[Word('blind/JJ')]),
 Match(words=[Word('rational/JJ')]),
 Match(words=[Word('sustainable/JJ')]),
 Match(words=[Word('prejudicial/JJ')]),
 Match(words=[Word('expendable/JJ')]),
 Match(words=[Word('willful/JJ')]),
 Match(words=[Word('trusting/JJ')]),
 Match(words=[Word('sufficient/JJ')]),
 Match(words=[Word('overbearing/JJ')]),
 Match(words=[Word('factual/JJ')]),
 Match(words=[Word('abstract/JJ')]),
 Match(words=[Word('situational/JJ')]),
 Match(words=[Word('oppose/JJ')]),
 Match(words=[Word('first/JJ')]),
 Match(words=[Word('interesting/JJ')]),
 Match(words=[Word('intriguing/JJ')]),
 Match(words=[Word('enlightening/JJ')]),
 Match(words=[Word('new/JJ')]),
 Match(words=[Word('possible/JJ')]),
 Match(words=[Word('new/JJ')]),
 Match(words=[Word('contemporary/JJ')]),
 Match(words=[Word('other/JJ')]),
 Match(words=[Word('trusting/JJ')]),
 Match(words=[Word('own/JJ')]),
 Match(words=[Word('reproducible/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('past/JJ')]),
 Match(words=[Word('challenge/JJ')]),
 Match(words=[Word('environmental/JJ')]),
 Match(words=[Word('social/JJ')]),
 Match(words=[Word('multiracial/JJ')]),
 Match(words=[Word('oppressed/JJ')]),
 Match(words=[Word('ancient/JJ')]),
 Match(words=[Word('ongoing/JJ')]),
 Match(words=[Word('future/JJ')]),
 Match(words=[Word('genuine/JJ')]),
 Match(words=[Word('Daring/JJ')]),
 Match(words=[Word('do/JJ')]),
 Match(words=[Word('uncertified/JJ')]),
 Match(words=[Word('improbable/JJ')]),
 Match(words=[Word('speculative/JJ')]),
 Match(words=[Word('future/JJ')]),
 Match(words=[Word('ludicrous/JJ')]),
 Match(words=[Word('free/JJ')]),
 Match(words=[Word('alternative/JJ')]),
 Match(words=[Word('condescending/JJ')]),
 Match(words=[Word('equivalent/JJ')]),
 Match(words=[Word('privileged/JJ')]),
 Match(words=[Word('involved/JJ')]),
 Match(words=[Word('interdependent/JJ')]),
 Match(words=[Word('always-situated/JJ')]),
 Match(words=[Word('generative/JJ')]),
 Match(words=[Word('liable/JJ')]),
 Match(words=[Word('new/JJ')]),
 Match(words=[Word('new/JJ')]),
 Match(words=[Word('scientific/JJ')]),
 Match(words=[Word('critical/JJ')]),
 Match(words=[Word('critical/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('liable/JJ')]),
 Match(words=[Word('new/JJ')]),
 Match(words=[Word('such/JJ')]),
 Match(words=[Word('scientific/JJ')]),
 Match(words=[Word('great/JJ')]),
 Match(words=[Word('worthy/JJ')]),
 Match(words=[Word('unworthy/JJ')]),
 Match(words=[Word('great/JJ')]),
 Match(words=[Word('certified/JJ')]),
 Match(words=[Word('i]Caliban/JJ')]),
 Match(words=[Word('Primitive/JJ')]),
 Match(words=[Word('Enemys/JJ')]),
 Match(words=[Word('i]Social/JJ')]),
 Match(words=[Word('Quarterly/JJ')]),
 Match(words=[Word('Dark/JJ')]),
 Match(words=[Word('Short/JJ')])]

In [83]:

search('VB DT NN', tree)

Out[83]:

[Match(words=[Word('take/VB'), Word('this/DT'), Word('motto/NN')]),
 Match(words=[Word('disqualify/VB'), Word('the/DT'), Word('resurgence/NN')]),
 Match(words=[Word('be/VB'), Word('the/DT'), Word('way/NN')]),
 Match(words=[Word('inherit/VB'), Word('the/DT'), Word('struggle/NN')]),
 Match(words=[Word('resist/VB'), Word('the/DT'), Word('idea/NN')]),
 Match(words=[Word('have/VB'), Word('the/DT'), Word('courage/NN')]),
 Match(words=[Word('accept/VB'), Word('this/DT'), Word('loss/NN')]),
 Match(words=[Word('be/VB'), Word('a/DT'), Word('question/NN')]),
 Match(words=[Word('have/VB'), Word('no/DT'), Word('power/NN')]),
 Match(words=[Word('signal/VB'), Word('an/DT'), Word('advance/NN')]),
 Match(words=[Word('generate/VB'), Word('the/DT'), Word('capacity/NN')]),
 Match(words=[Word('suspect/VB'), Word('some/DT'), Word('kind/NN')]),
 Match(words=[Word('suppress/VB'), Word('any/DT'), Word('temptation/NN')]),
 Match(words=[Word('doubt/VB'), Word('the/DT'), Word('kind/NN')]),
 Match(words=[Word('make/VB'), Word('a/DT'), Word('living/NN')]),
 Match(words=[Word('become/VB'), Word('an/DT'), Word('ally/NN')]),
 Match(words=[Word('weather/VB'), Word('the/DT'), Word('storm/NN')]),
 Match(words=[Word('recover/VB'), Word('the/DT'), Word('capacity/NN')])]

In [84]:

f = open("vbdtnn.html","w")
n = 0
print("""<meta charset='utf-8'><link type="text/css" rel="stylesheet" href="body.css">""",file = f)
print("choose your action:",file = f)

for m in search ("VB DT NN", tree): 
    print(f"<a href='page{n}.html'>{m.string}</a>",file = f)
    n = n + 1
f.close()

In [85]:

m.string

Out[85]:

'recover the capacity'

In [86]:

for m in search ("PRP$ *", tree):
    print (f"{m.string}")
    

their memory
their power and practices
their old rites
their labour-power
their activism
their chant
their return
our future
their fate
its own destruction
its specific responsibility
their way
his back
his destiny
their deconstruction
its destruction
their duty
their method
their fields
their objectivity
their position
its own way
our own reasons demands
our reasons
their own reasons
their interest prevail
his colleagues
their participation
its power
its rightful object
our business-as-usual academic routines
our future
our business-as-usual life
our reasons
its [
our future
their part
their own
their maintenance
our additions
My Enemys Enemy
i]The Quarterly Review

In [87]:

from pattern.en import wordnet

In [88]:

search('NN', tree)

Out[88]:

[Match(words=[Word('RESURGENCE/NN')]),
 Match(words=[Word('motto/NN')]),
 Match(words=[Word('cry/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('memory/NN')]),
 Match(words=[Word('retrospective/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('matter/NN')]),
 Match(words=[Word('construction/NN')]),
 Match(words=[Word('understanding/NN')]),
 Match(words=[Word('destruction/NN')]),
 Match(words=[Word('appropriation/NN')]),
 Match(words=[Word('commons/NN')]),
 Match(words=[Word('rule/NN')]),
 Match(words=[Word('law/NN')]),
 Match(words=[Word('owner/NN')]),
 Match(words=[Word('invention/NN')]),
 Match(words=[Word('labour-power/NN')]),
 Match(words=[Word('market/NN')]),
 Match(words=[Word('commodity/NN')]),
 Match(words=[Word('Listening/NN')]),
 Match(words=[Word('cry/NN')]),
 Match(words=[Word('honour/NN')]),
 Match(words=[Word('vision/NN')]),
 Match(words=[Word('era/NN')]),
 Match(words=[Word('activism/NN')]),
 Match(words=[Word('memory/NN')]),
 Match(words=[Word('past/NN')]),
 Match(words=[Word('religion/NN')]),
 Match(words=[Word('goddess/NN')]),
 Match(words=[Word('judgement/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('chant/NN')]),
 Match(words=[Word('goddess/NN')]),
 Match(words=[Word('return/NN')]),
 Match(words=[Word('return/NN')]),
 Match(words=[Word('goddess/NN')]),
 Match(words=[Word('regression/NN')]),
 Match(words=[Word('future/NN')]),
 Match(words=[Word('question/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('future/NN')]),
 Match(words=[Word('order/NN')]),
 Match(words=[Word('something/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('fate/NN')]),
 Match(words=[Word('fate/NN')]),
 Match(words=[Word('price/NN')]),
 Match(words=[Word('progress/NN')]),
 Match(words=[Word('cascading/NN')]),
 Match(words=[Word('destruction/NN')]),
 Match(words=[Word('world/NN')]),
 Match(words=[Word('destruction/NN')]),
 Match(words=[Word('one/NN')]),
 Match(words=[Word('responsibility/NN')]),
 Match(words=[Word('formation/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('future/NN')]),
 Match(words=[Word('Resurgence/NN')]),
 Match(words=[Word('reappearance/NN')]),
 Match(words=[Word('something/NN')]),
 Match(words=[Word('pest/NN')]),
 Match(words=[Word('epidemic/NN')]),
 Match(words=[Word('vector/NN')]),
 Match(words=[Word('operation/NN')]),
 Match(words=[Word('eradication/NN')]),
 Match(words=[Word('landscape/NN')]),
 Match(words=[Word('catastrophe/NN')]),
 Match(words=[Word('exploitation/NN')]),
 Match(words=[Word('Today/NN')]),
 Match(words=[Word('reworlding/NN')]),
 Match(words=[Word('ecology/NN')]),
 Match(words=[Word('restoration/NN')]),
 Match(words=[Word('equilibrium/NN')]),
 Match(words=[Word('Ecology/NN')]),
 Match(words=[Word('association/NN')]),
 Match(words=[Word('reality/NN')]),
 Match(words=[Word('generalization/NN')]),
 Match(words=[Word('contrast/NN')]),
 Match(words=[Word('idea/NN')]),
 Match(words=[Word('regression/NN')]),
 Match(words=[Word('Man/NN')]),
 Match(words=[Word('Man/NN')]),
 Match(words=[Word('back/NN')]),
 Match(words=[Word('destiny/NN')]),
 Match(words=[Word('emancipation/NN')]),
 Match(words=[Word('order/NN')]),
 Match(words=[Word('nature/NN')]),
 Match(words=[Word('deconstruction/NN')]),
 Match(words=[Word('imperialist/NN')]),
 Match(words=[Word('colonialist/NN')]),
 Match(words=[Word('character/NN')]),
 Match(words=[Word('Man/NN')]),
 Match(words=[Word('motto/NN')]),
 Match(words=[Word('reference/NN')]),
 Match(words=[Word('progress/NN')]),
 Match(words=[Word('possibility/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('materialist/NN')]),
 Match(words=[Word('secularist/NN')]),
 Match(words=[Word('position/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('word/NN')]),
 Match(words=[Word('future/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('challenge/NN')]),
 Match(words=[Word('materialism/NN')]),
 Match(words=[Word('secularism/NN')]),
 Match(words=[Word('today/NN')]),
 Match(words=[Word('struggle/NN')]),
 Match(words=[Word('character/NN')]),
 Match(words=[Word('materialism/NN')]),
 Match(words=[Word('secularism/NN')]),
 Match(words=[Word('destruction/NN')]),
 Match(words=[Word('transition/NN')]),
 Match(words=[Word('capitalism/NN')]),
 Match(words=[Word('world.[1/NN')]),
 Match(words=[Word('idea/NN')]),
 Match(words=[Word('courage/NN')]),
 Match(words=[Word('loss/NN')]),
 Match(words=[Word('question/NN')]),
 Match(words=[Word('root/NN')]),
 Match(words=[Word('environment/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('destruction/NN')]),
 Match(words=[Word('fait/NN')]),
 Match(words=[Word('accompli/NN')]),
 Match(words=[Word('environment/NN')]),
 Match(words=[Word('fait/NN')]),
 Match(words=[Word('accompli/NN')]),
 Match(words=[Word('destruction/NN')]),
 Match(words=[Word('point/NN')]),
 Match(words=[Word('agreement/NN')]),
 Match(words=[Word('antagonist/NN')]),
 Match(words=[Word('fact/NN')]),
 Match(words=[Word('magic/NN')]),
 Match(words=[Word('practice/NN')]),
 Match(words=[Word('magic/NN')]),
 Match(words=[Word('cultural-subjective/NN')]),
 Match(words=[Word('construction/NN')]),
 Match(words=[Word('Objectivity/NN')]),
 Match(words=[Word('Subjectivity/NN')]),
 Match(words=[Word('banners[b/NN')]),
 Match(words=[Word('world/NN')]),
 Match(words=[Word('routine/NN')]),
 Match(words=[Word('methodology/NN')]),
 Match(words=[Word('duty/NN')]),
 Match(words=[Word('order/NN')]),
 Match(words=[Word('information/NN')]),
 Match(words=[Word('meaning/NN')]),
 Match(words=[Word('value/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('quest/NN')]),
 Match(words=[Word('approach/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('subjectivity/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('method/NN')]),
 Match(words=[Word('knowledge/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('banner/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('sense/NN')]),
 Match(words=[Word('achievement/NN')]),
 Match(words=[Word('objective/NN')]),
 Match(words=[Word('fact/NN')]),
 Match(words=[Word('questioning/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('creation/NN')]),
 Match(words=[Word('situation/NN')]),
 Match(words=[Word('thing/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('interpretation/NN')]),
 Match(words=[Word('one/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('name/NN')]),
 Match(words=[Word('event/NN')]),
 Match(words=[Word('outcome/NN')]),
 Match(words=[Word('method/NN')]),
 Match(words=[Word('lab/NN')]),
 Match(words=[Word('techno-social/NN')]),
 Match(words=[Word('milieu/NN')]),
 Match(words=[Word('world/NN')]),
 Match(words=[Word('claim/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('lab/NN')]),
 Match(words=[Word('claim/NN')]),
 Match(words=[Word('operator/NN')]),
 Match(words=[Word('kind/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('sheer/NN')]),
 Match(words=[Word('extraction/NN')]),
 Match(words=[Word('imposition/NN')]),
 Match(words=[Word('method/NN')]),
 Match(words=[Word('banner/NN')]),
 Match(words=[Word('conquest/NN')]),
 Match(words=[Word('hand/NN')]),
 Match(words=[Word('ground/NN')]),
 Match(words=[Word('subjectivity/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('difference/NN')]),
 Match(words=[Word('sciences.[2/NN')]),
 Match(words=[Word('banner/NN')]),
 Match(words=[Word('subjectivity/NN')]),
 Match(words=[Word('turns/NN')]),
 Match(words=[Word('turn/NN')]),
 Match(words=[Word('t/NN')]),
 Match(words=[Word('help/NN')]),
 Match(words=[Word('advance/NN')]),
 Match(words=[Word('destruction/NN')]),
 Match(words=[Word('sense/NN')]),
 Match(words=[Word('contrast/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('demoralization/NN')]),
 Match(words=[Word('perspective/NN')]),
 Match(words=[Word('advance/NN')]),
 Match(words=[Word('Demoralization/NN')]),
 Match(words=[Word('recognition/NN')]),
 Match(words=[Word('limit/NN')]),
 Match(words=[Word('possibility/NN')]),
 Match(words=[Word('possibility/NN')]),
 Match(words=[Word('feeling/NN')]),
 Match(words=[Word('legitimacy/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('subjectivity/NN')]),
 Match(words=[Word('signal/NN')]),
 Match(words=[Word('process/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('position/NN')]),
 Match(words=[Word('subjectivity/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('dismemberment/NN')]),
 Match(words=[Word('sense[b/NN')]),
 Match(words=[Word('matter/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('mobilization/NN')]),
 Match(words=[Word('advance/NN')]),
 Match(words=[Word('knowledge/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('situation/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('think/NN')]),
 Match(words=[Word('learning/NN')]),
 Match(words=[Word('process/NN')]),
 Match(words=[Word('situation/NN')]),
 Match(words=[Word('requirement/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('objective&slash;subjective/NN')]),
 Match(words=[Word('disjunction/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('process/NN')]),
 Match(words=[Word('ritual/NN')]),
 Match(words=[Word('bullet-point/NN')]),
 Match(words=[Word('instance/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('game/NN')]),
 Match(words=[Word('truth/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('position/NN')]),
 Match(words=[Word('addition/NN')]),
 Match(words=[Word('inspiration/NN')]),
 Match(words=[Word('instance/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('sweat/NN')]),
 Match(words=[Word('lodge/NN')]),
 Match(words=[Word('Today/NN')]),
 Match(words=[Word('share/NN')]),
 Match(words=[Word('reinvention/NN')]),
 Match(words=[Word('art/NN')]),
 Match(words=[Word('deliberation/NN')]),
 Match(words=[Word('issue/NN')]),
 Match(words=[Word('deliberation/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('sense/NN')]),
 Match(words=[Word('care/NN')]),
 Match(words=[Word('truth/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('agreement/NN')]),
 Match(words=[Word('process/NN')]),
 Match(words=[Word('party/NN')]),
 Match(words=[Word('experiment/NN')]),
 Match(words=[Word('capacity/NN')]),
 Match(words=[Word('feel/NN')]),
 Match(words=[Word('goddess/NN')]),
 Match(words=[Word('room/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('generativity/NN')]),
 Match(words=[Word('chant/NN')]),
 Match(words=[Word('everything/NN')]),
 Match(words=[Word('everything/NN')]),
 Match(words=[Word('honour/NN')]),
 Match(words=[Word('change/NN')]),
 Match(words=[Word('everything/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('conversion/NN')]),
 Match(words=[Word('i]She[i/NN')]),
 Match(words=[Word('course/NN')]),
 Match(words=[Word('trust/NN')]),
 Match(words=[Word('possibility/NN')]),
 Match(words=[Word('generativity/NN')]),
 Match(words=[Word('kind/NN')]),
 Match(words=[Word('role-playing/NN')]),
 Match(words=[Word('role/NN')]),
 Match(words=[Word('something/NN')]),
 Match(words=[Word('position/NN')]),
 Match(words=[Word('temptation/NN')]),
 Match(words=[Word('kind/NN')]),
 Match(words=[Word('authority/NN')]),
 Match(words=[Word('hesitation/NN')]),
 Match(words=[Word('betrayal/NN')]),
 Match(words=[Word('art/NN')]),
 Match(words=[Word('emergence/NN')]),
 Match(words=[Word('intensification/NN')]),
 Match(words=[Word('sensitivity/NN')]),
 Match(words=[Word('sensitivity/NN')]),
 Match(words=[Word('change/NN')]),
 Match(words=[Word('relationship/NN')]),
 Match(words=[Word('song[b/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('situation/NN')]),
 Match(words=[Word('work/NN')]),
 Match(words=[Word('laboratory/NN')]),
 Match(words=[Word('redefinition/NN')]),
 Match(words=[Word('biology/NN')]),
 Match(words=[Word('abstraction/NN')]),
 Match(words=[Word('interest/NN')]),
 Match(words=[Word('prevail/NN')]),
 Match(words=[Word('living/NN')]),
 Match(words=[Word('none/NN')]),
 Match(words=[Word('biology.[3/NN')]),
 Match(words=[Word('song/NN')]),
 Match(words=[Word('singer/NN')]),
 Match(words=[Word('specialist/NN')]),
 Match(words=[Word('microbiology/NN')]),
 Match(words=[Word('character/NN')]),
 Match(words=[Word('composition/NN')]),
 Match(words=[Word('pattern/NN')]),
 Match(words=[Word('song/NN')]),
 Match(words=[Word('lab/NN')]),
 Match(words=[Word('field/NN')]),
 Match(words=[Word('life/NN')]),
 Match(words=[Word('participation/NN')]),
 Match(words=[Word('revolution/NN')]),
 Match(words=[Word('biology/NN')]),
 Match(words=[Word('heresy/NN')]),
 Match(words=[Word('challenge/NN')]),
 Match(words=[Word('creed/NN')]),
 Match(words=[Word('advance/NN')]),
 Match(words=[Word('science/NN')]),
 Match(words=[Word('biology/NN')]),
 Match(words=[Word('power/NN')]),
 Match(words=[Word('research/NN')]),
 Match(words=[Word('direction/NN')]),
 Match(words=[Word('song/NN')]),
 Match(words=[Word('assemblage/NN')]),
 Match(words=[Word('interdependence/NN')]),
 Match(words=[Word('extraction/NN')]),
 Match(words=[Word('isolation/NN')]),
 Match(words=[Word('road/NN')]),
 Match(words=[Word('progress/NN')]),
 Match(words=[Word('theory/NN')]),
 Match(words=[Word('i]a/NN')]),
 Match(words=[Word('priori[i/NN')]),
 Match(words=[Word('object/NN')]),
 Match(words=[Word('way/NN')]),
 Match(words=[Word('situation/NN')]),
 Match(words=[Word('biology/NN')]),
 Match(words=[Word('ally/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('time/NN')]),
 Match(words=[Word('demobilization/NN')]),
 Match(words=[Word('s/NN')]),
 Match(words=[Word('proposition/NN')]),
 Match(words=[Word('future/NN')]),
 Match(words=[Word('life/NN')]),
 Match(words=[Word('place/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('cultivation/NN')]),
 Match(words=[Word('art/NN')]),
 Match(words=[Word('attention/NN')]),
 Match(words=[Word('art/NN')]),
 Match(words=[Word('vigilance/NN')]),
 Match(words=[Word('relevance/NN')]),
 Match(words=[Word('risk/NN')]),
 Match(words=[Word('disaster/NN')]),
 Match(words=[Word('demand/NN')]),
 Match(words=[Word('precariousness/NN')]),
 Match(words=[Word('stable/NN')]),
 Match(words=[Word('Tsing/NN')]),
 Match(words=[Word('Matsutake/NN')]),
 Match(words=[Word('mushroom/NN')]),
 Match(words=[Word('extraction/NN')]),
 Match(words=[Word('exploitation/NN')]),
 Match(words=[Word('matter[I/NN')]),
 Match(words=[Word('Devastation/NN')]),
 Match(words=[Word('unravelling/NN')]),
 Match(words=[Word('life/NN')]),
 Match(words=[Word('deliberate/NN')]),
 Match(words=[Word('idea/NN')]),
 Match(words=[Word('case/NN')]),
 Match(words=[Word('mushroom/NN')]),
 Match(words=[Word('i]symbionts[i/NN')]),
 Match(words=[Word('knowledge/NN')]),
 Match(words=[Word('objectivity/NN')]),
 Match(words=[Word('subjectivity/NN')]),
 Match(words=[Word('light/NN')]),
 Match(words=[Word('situation/NN')]),
 Match(words=[Word('situation/NN')]),
 Match(words=[Word('woven[b/NN')]),
 Match(words=[Word('future/NN')]),
 Match(words=[Word('possibility/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('possibility/NN')]),
 Match(words=[Word('name/NN')]),
 Match(words=[Word('extraction/NN')]),
 Match(words=[Word('web/NN')]),
 Match(words=[Word('generativity.[6/NN')]),
 Match(words=[Word('cultivation/NN')]),
 Match(words=[Word('interdependence/NN')]),
 Match(words=[Word('precariousness/NN')]),
 Match(words=[Word('part/NN')]),
 Match(words=[Word('growth/NN')]),
 Match(words=[Word('selection/NN')]),
 Match(words=[Word('off-ground/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('return/NN')]),
 Match(words=[Word('climate/NN')]),
 Match(words=[Word('justice/NN')]),
 Match(words=[Word('i]Alliance/NN')]),
 Match(words=[Word('alliances[i/NN')]),
 Match(words=[Word('gender/NN')]),
 Match(words=[Word('colour/NN')]),
 Match(words=[Word('resistance/NN')]),
 Match(words=[Word('storm/NN')]),
 Match(words=[Word('need/NN')]),
 Match(words=[Word('honour/NN')]),
 Match(words=[Word('struggle/NN')]),
 Match(words=[Word('for.[7/NN')]),
 Match(words=[Word('commons/NN')]),
 Match(words=[Word('world/NN')]),
 Match(words=[Word('name/NN')]),
 Match(words=[Word('property/NN')]),
 Match(words=[Word('commons/NN')]),
 Match(words=[Word('need/NN')]),
 Match(words=[Word('capacity/NN')]),
 Match(words=[Word('concern/NN')]),
 Match(words=[Word('care/NN')]),
 Match(words=[Word('maintenance/NN')]),
 Match(words=[Word('commons.[8/NN')]),
 Match(words=[Word('Resurgence/NN')]),
 Match(words=[Word('word/NN')]),
 Match(words=[Word('option/NN')]),
 Match(words=[Word('future/NN')]),
 Match(words=[Word('trust/NN')]),
 Match(words=[Word('today/NN')]),
 Match(words=[Word('s/NN')]),
 Match(words=[Word('possibility/NN')]),
 Match(words=[Word('worth/NN')]),
 Match(words=[Word('option/NN')]),
 Match(words=[Word('today/NN')]),
 Match(words=[Word('standing/NN')]),
 Match(words=[Word('place/NN')]),
 Match(words=[Word('skepticism/NN')]),
 Match(words=[Word('resurgence/NN')]),
 Match(words=[Word('option/NN')]),
 Match(words=[Word('ground/NN')]),
 Match(words=[Word('soil/NN')]),
 Match(words=[Word('commons/NN')]),
 Match(words=[Word('abstraction/NN')]),
 Match(words=[Word('process/NN')]),
 Match(words=[Word('matter/NN')]),
 Match(words=[Word('song/NN')]),
 Match(words=[Word('song/NN')]),
 Match(words=[Word('attention/NN')]),
 Match(words=[Word('concern/NN')]),
 Match(words=[Word('attention/NN')]),
 Match(words=[Word('song/NN')]),
 Match(words=[Word('question/NN')]),
 Match(words=[Word('pluriverse/NN')]),
 Match(words=[Word('rise/NN')]),
 Match(words=[Word('fall/NN')]),
 Match(words=[Word('value/NN')]),
 Match(words=[Word('question/NN')]),
 Match(words=[Word('answer/NN')]),
 Match(words=[Word('difference/NN')]),
 Match(words=[Word('world/NN')]),
 Match(words=[Word('manner/NN')]),
 Match(words=[Word('difference/NN')]),
 Match(words=[Word('Enemy/NN')]),
 Match(words=[Word('doi:10.2307&slash;466844/NN')]),
 Match(words=[Word('I./NN')]),
 Match(words=[Word('doi:10.1086&slash;668166/NN')]),
 Match(words=[Word('Song/NN')]),
 Match(words=[Word('i]Biology/NN')]),
 Match(words=[Word('End/NN')]),
 Match(words=[Word('Sex/NN')]),
 Match(words=[Word('Introduction/NN')]),
 Match(words=[Word('i]Pragmatism/NN')]),
 Match(words=[Word('Name/NN')])]

In [89]:

sense = wordnet.synsets("language")[0]

In [90]:

sense.hypernym

Out[90]:

Synset('communication.n.02')

In [78]:

output = []
search_word="person"
for search_word in search_word.split('|'):
    synset = wordnet.synsets(search_word)[0]
    pos = synset.pos
    possible_words = search(pos, tree)
    for match in possible_words:
        # print (f"match {match}")
        word = match[0].string
        synsets = wordnet.synsets(word)
        if len(synsets) > 0:
            hypernyms = synsets[0].hypernyms(recursive=True)
            if any(search_word == h.senses[0] for h in hypernyms):
                print(f"matching {word}")
                output.append(word)

matching owner
matching Man
matching Man
matching imperialist
matching colonialist
matching Man
matching materialist
matching secularist
matching antagonist
matching singer
matching specialist

In [79]:

output

Out[79]:

['owner',
 'Man',
 'Man',
 'imperialist',
 'colonialist',
 'Man',
 'materialist',
 'secularist',
 'antagonist',
 'singer',
 'specialist']

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