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SI13/LIQUID/MANIFESTO/pattern-search-Copy1.ipynb

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from pattern.search import STRICT, search\n",
"from pattern.en import parsetree"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"https://github.com/clips/pattern/wiki/pattern-search\n",
"( inspired by [videogrep](https://github.com/antiboredom/videogrep/blob/master/videogrep/searcher.py) search )"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"text = open(\"manifesto.txt\").read()"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'_MANIFESTO\\nLIQUID LIFE IS AN UNCERTAIN REALM. THE CONCEPTS NEEDED TO REALISE ITS POTENTIAL HAVE NOT YET EXISTED UNTIL NOW. THE HYPERCOMPLEXITY AND HYPEROBJECT-NESS OF LIQUID TERRAINS EXCEEDS OUR ABILITY TO OBSERVE OR COMPREHEND THEM IN THEIR TOTALITY. INDEED, WHAT WE TYPICALLY RECOGNISE AS LIVING THINGS ARE BY-PRODUCTS OF LIQUID PROCESSES.\\n\\nLIQUID LIFE IS A WORLDVIEW. A PHANTASMAGORIA OF EFFECTS, DISOBEDIENT SUBSTANCES, EVASIVE STRATEGIES, DALLIANCES, SKIRMISHES, FLIRTATIONS, ADDICTIONS, QUANTUM PHENOMENA, UNEXPECTED TWISTS, SUDDEN TURNS, FURTIVE EXCHANGES, SLY MANOEUVRES, BLIND ALLEYS, AND EXUBERANT DIGRESSIONS. IT CANNOT BE REDUCED INTO SIMPLE CIPHERS OF PROCESS, SUBSTANCE, METHOD, OR TECHNOLOGY. IT IS MORE THAN A SET OF PARTICULAR MATERIALS THAT COMPRISE A RECOGNIZABLE BODY. IT IS MORE THAN VITAL PROCESSES THAT ARE SHAPED ACCORDING TO SPECIFIC CONTEXTS AND SUBJECTIVE ENCOUNTERS. YET WE RECOGNISE ITS COHERENCE THROUGH THE LIVES OF ‘BEINGS’, WHICH REMAIN COGENT DESPITE INCALCULABLE PERSISTENT CHANGES SUCH AS FLOWS, AMBIGUITIES, TRANSITIONAL STATES AND TIPPING POINTS THAT BRING ABOUT RADICAL TRANSFORMATION WITHIN PHYSICAL SYSTEMS.\\n\\nLIQUID LIFE IS A KIND OF ‘METABOLIC WEATHER’. IT IS A DYNAMIC SUBSTRATE - OR HYPERBODY - THAT PERMEATES THE ATMOSPHERE, LIQUID ENVIRONMENTS, SOILS AND EARTH’S CRUST. ‘METABOLIC WEATHER’ REFERS TO COMPLEX PHYSICAL, CHEMICAL AND EVEN BIOLOGICAL OUTCOMES THAT ARE PROVOKED WHEN FIELDS OF MATTER AT THE EDGE OF CHAOS COLLIDE. IT IS A VECTOR OF INFECTION, AN EXPRESSION OF RECALCITRANT MATERIALITY AND A PRINCIPLE OF ECOPOIESIS, WHICH UNDERPINS THE PROCESS OF LIVING, LIFELIKE EVENTS – AND EVEN LIFE ITSELF. THESE LIFE FORMS ARISE FROM ENERGY GRADIENTS, DENSITY CURRENTS, KATABATIC FLOWS, WHIRLWINDS, DUST CLOUDS, POLLUTION AND THE MYRIAD EXPRESSIONS OF MATTER THAT DETAIL OUR (EARTHY, LIQUID, GASEOUS) TERRAINS.\\n\\nLIQUID LIFE IS IMMORTAL. ARISING FROM OUR UNIQUE PLANETARY CONDITIONS, ITS INGREDIENTS ARE CONTINUALLY RE-INCORPORATED INTO ACTIVE METABOLIC WEBS THROUGH CYCLES OF LIFE AND DEATH. MOST DECEASED LIQUID MATTER LIES QUIESCENT, PATIENTLY WAITING FOR ITS REANIMATION THROUGH THE PERSISTENT METABOLISMS WITHIN OUR SOILS.\\n\\nLIQUID LIFE EXCEEDS RHETORIC. ITS CONCEPTS CAN BE EMBODIED AND EXPERIMENTALLY TESTED USING A TRANS-DISCIPLINARY APPROACH, WHICH DRAWS UPON A RANGE OF CONCEPTUAL LENSES AND TECHNIQUES TO INVOLVE THE LIQUID REALM WITH ITS OWN ‘VOICE’. FROM THESE PERSPECTIVES LIQUID TECHNOLOGIES EMERGE THAT ARE CAPABLE OF GENERATING NEW KINDS OF ARTEFACTS, LIKE BÜTSCHLI DROPLETS, WHICH ARE LIQUID CHEMICAL ASSEMBLAGES CAPABLE OF SURPRISINGLY LIFELIKE BEHAVIOURS. THESE AGENTS EXCEED RHETORIC, AS THEY POSSESS THEIR OWN AGENCY, SEMIOTICS, AND CHOREOGRAPHIC IMPULSES, WHICH ALLOW US TO VALUE AND ENGAGE IN DISCOURSE WITH THEM ON THEIR TERMS. THE DIFFICULTY AND SLIPPAGES IN MEANING AND VOLITION BETWEEN PARTICIPATING BODIES CREATES THE POSSIBILITY OF EN EVOLVING POLY-VOCAL DIALECTICS.\\n\\nLIQUID LIFE PROVOKES AN EXPANDED NOTION OF CONSCIOUSNESS. ITS ‘THINKING’ IS A MOLECULAR SEA OF POSSIBILITIES THAT RESIST THE RAPID DECAY TOWARDS THERMODYNAMIC EQUILIBRIUM. IN THESE VITAL MOMENTS IT INDULGES EVERY POSSIBLE TACTIC TO PERSIST, ACQUIRING A RICH PALETTE OF NATURAL RESOURCES, FOOD SOURCES, WASTE MATERIALS, AND ENERGY FIELDS. THESE MATERIAL ALLIANCES NECESSITATE DECISIONS THAT DO NOT REQUIRE A COORDINATING CENTRE, LIKE THE BRAIN.\\n\\nLIQUID ARE NON-BODIES. THEY ARE WITHOUT FORMAL BOUNDARIES AND ARE CONSTANTLY CHANGING.\\n\\nLIQUID BODIES ARE PARADOXICAL STRUCTURES THAT POSSESS THEIR OWN LOGIC. ALTHOUGH CLASSICAL LAWS MAY APPROXIMATE THEIR BEHAVIOUR, THEY CANNOT PREDICT THEM. THEY ARE TANGIBLE EXPRESSIONS OF NONLINEAR MATERIAL SYSTEMS, WHICH EXIST OUTSIDE OF THE CURRENT FRAMES OF REFERENCE THAT OUR GLOBAL INDUSTRIAL CULTURE IS STEEPED IN. ASPECTS OF THEIR EXISTENCE STRAY INTO THE UNCONVENTIONAL AND LIMINAL REALMS OF AURAS, QUANTUM PHYSICS, AND ECTOPLASMS. IN THESE REALMS THEY CANNOT BE APPRECIATED BY OBJECTIVE MEASUREMENT AND INVITE SUBJECTIVE ENGAGEMENT, LIKE POETIC TR
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"text[:10000]"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"tree = parsetree(text)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[Sentence('_/NN/B-NP/O MANIFESTO/NNP/I-NP/O LIQUID/NNP/I-NP/O LIFE/NNP/I-NP/O IS/VBZ/B-VP/O AN/DT/B-NP/O UNCERTAIN/NNP/I-NP/O REALM/NNP/I-NP/O ././O/O'),\n",
" Sentence('THE/DT/B-NP/O CONCEPTS/NNP/I-NP/O NEEDED/NNP/I-NP/O TO/TO/B-VP/O REALISE/VB/I-VP/O ITS/PRP$/B-NP/O POTENTIAL/NNP/I-NP/O HAVE/VB/B-VP/O NOT/RB/B-ADVP/O YET/NN/B-NP/O EXISTED/NN/I-NP/O UNTIL/NNP/I-NP/O NOW/NNP/I-NP/O ././O/O'),\n",
" Sentence('THE/DT/B-NP/O HYPERCOMPLEXITY/NNP/I-NP/O AND/CC/O/O HYPEROBJECT-NESS/NNP/B-NP/O OF/IN/B-PP/B-PNP LIQUID/NNP/B-NP/I-PNP TERRAINS/NNP/I-NP/I-PNP EXCEEDS/NNP/I-NP/I-PNP OUR/PRP$/I-NP/I-PNP ABILITY/NNP/I-NP/I-PNP TO/TO/O/O OBSERVE/NNP/B-NP/O OR/CC/I-NP/O COMPREHEND/NNP/I-NP/O THEM/NNP/I-NP/O IN/IN/B-PP/B-PNP THEIR/NNP/B-NP/I-PNP TOTALITY/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('INDEED/RB/B-ADVP/O ,/,/O/O WHAT/WRB/O/O WE/PRP/B-NP/O TYPICALLY/NNP/I-NP/O RECOGNISE/NNP/I-NP/O AS/NNP/I-NP/O LIVING/NNP/I-NP/O THINGS/NNPS/I-NP/O ARE/VBP/B-VP/O BY-PRODUCTS/NNP/B-NP/O OF/IN/B-PP/B-PNP LIQUID/NNP/B-NP/I-PNP PROCESSES/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('LIQUID/JJ/B-NP/O LIFE/NN/I-NP/O IS/VBZ/B-VP/O A/DT/B-NP/O WORLDVIEW/NNP/I-NP/O ././O/O'),\n",
" Sentence('A/DT/B-NP/O PHANTASMAGORIA/NNP/I-NP/O OF/IN/B-PP/B-PNP EFFECTS/NNP/B-NP/I-PNP ,/,/O/O DISOBEDIENT/NNP/B-NP/O SUBSTANCES/NNPS/I-NP/O ,/,/O/O EVASIVE/NNP/B-NP/O STRATEGIES/NNP/I-NP/O ,/,/O/O DALLIANCES/NNP/B-NP/O ,/,/O/O SKIRMISHES/NNP/B-NP/O ,/,/O/O FLIRTATIONS/NNP/B-NP/O ,/,/O/O ADDICTIONS/NNP/B-NP/O ,/,/O/O QUANTUM/NNP/B-NP/O PHENOMENA/NNP/I-NP/O ,/,/O/O UNEXPECTED/NNP/B-NP/O TWISTS/NNP/I-NP/O ,/,/O/O SUDDEN/NNP/B-NP/O TURNS/VBZ/B-VP/O ,/,/O/O FURTIVE/NNP/B-NP/O EXCHANGES/NNP/I-NP/O ,/,/O/O SLY/NNP/B-NP/O MANOEUVRES/NNP/I-NP/O ,/,/O/O BLIND/NNP/B-NP/O ALLEYS/NNP/I-NP/O ,/,/O/O AND/CC/O/O EXUBERANT/NNP/B-NP/O DIGRESSIONS/NNP/I-NP/O ././O/O'),\n",
" Sentence('IT/PRP/B-NP/O CANNOT/MD/B-VP/O BE/VB/I-VP/O REDUCED/NNP/B-NP/O INTO/NNP/I-NP/O SIMPLE/NNP/I-NP/O CIPHERS/NNP/I-NP/O OF/IN/B-PP/B-PNP PROCESS/NNP/B-NP/I-PNP ,/,/O/O SUBSTANCE/NNP/B-NP/O ,/,/O/O METHOD/NNP/B-NP/O ,/,/O/O OR/CC/O/O TECHNOLOGY/NNP/B-NP/O ././O/O'),\n",
" Sentence('IT/PRP/B-NP/O IS/VBZ/B-VP/O MORE/NNP/B-NP/O THAN/IN/B-PP/O A/DT/O/O SET/VBD/B-VP/O OF/IN/B-PP/B-PNP PARTICULAR/NNP/B-NP/I-PNP MATERIALS/NNP/I-NP/I-PNP THAT/WDT/B-NP/I-PNP COMPRISE/NNP/I-NP/I-PNP A/DT/B-NP/I-PNP RECOGNIZABLE/NNP/I-NP/I-PNP BODY/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('IT/PRP/B-NP/O IS/VBZ/B-VP/O MORE/NNP/B-NP/O THAN/IN/B-PP/B-PNP VITAL/NNP/B-NP/I-PNP PROCESSES/NNP/I-NP/I-PNP THAT/WDT/O/O ARE/VBP/B-VP/O SHAPED/NNP/B-NP/O ACCORDING/NNP/I-NP/O TO/TO/O/O SPECIFIC/NNP/B-NP/O CONTEXTS/NNP/I-NP/O AND/CC/I-NP/O SUBJECTIVE/JJ/I-NP/O ENCOUNTERS/NNS/I-NP/O ././O/O'),\n",
" Sentence(\"YET/RB/B-ADVP/O WE/PRP/B-NP/O RECOGNISE/VB/B-VP/O ITS/PRP$/B-NP/O COHERENCE/NNP/I-NP/O THROUGH/NNP/I-NP/O THE/DT/I-NP/O LIVES/NN/I-NP/O OF/IN/B-PP/O ‘/''/O/O BEINGS/NN/B-NP/O ’/''/O/O ,/,/O/O WHICH/WDT/B-NP/O REMAIN/NN/I-NP/O COGENT/NNP/I-NP/O DESPITE/IN/B-PP/B-PNP INCALCULABLE/NNP/B-NP/I-PNP PERSISTENT/NNP/I-NP/I-PNP CHANGES/NNS/I-NP/I-PNP SUCH/NNP/I-NP/I-PNP AS/NNP/I-NP/I-PNP FLOWS/NNP/I-NP/I-PNP ,/,/O/O AMBIGUITIES/NNP/B-NP/O ,/,/O/O TRANSITIONAL/NNP/B-NP/O STATES/NNS/I-NP/O AND/CC/I-NP/O TIPPING/NNPS/I-NP/O POINTS/NNPS/I-NP/O THAT/WDT/O/O BRING/VB/B-VP/O ABOUT/NNP/B-NP/O RADICAL/NNP/I-NP/O TRANSFORMATION/NNP/I-NP/O WITHIN/NNP/I-NP/O PHYSICAL/NNP/I-NP/O SYSTEMS/NNP/I-NP/O ././O/O\"),\n",
" Sentence(\"LIQUID/JJ/B-NP/O LIFE/NN/I-NP/O IS/VBZ/B-VP/O A/DT/B-NP/O KIND/NNP/I-NP/O OF/IN/B-PP/O ‘/''/O/O METABOLIC/NNP/B-NP/O WEATHER/NNP/I-NP/O ’/''/O/O ././O/O\"),\n",
" Sentence(\"IT/PRP/B-NP/O IS/VBZ/B-VP/O A/DT/B-NP/O DYNAMIC/NNP/I-NP/O SUBSTRATE/SYM/O/O -/:/O/O OR/CC/O/O HYPERBODY/NNP/B-NP/O -/:/O/O THAT/WDT/B-NP/O PERMEATES/NNS/I-NP/O THE/DT/B-NP/O ATMOSPHERE/NNP/I-NP/O ,/,/O/O LIQUID/NNP/B-NP/O ENVIRONMENTS/NNP/I-NP/O ,/,/O/O SOILS/NNP/B-NP/O AND/CC/I-NP/O EARTH/NNP-LOC/I-NP/O ’/''/O/O S/NNP/B-NP/O CRUST/NNP/I-NP/O ././O/O\"),\n",
" Sentence(\"‘/''/O/O METABOLIC/NNP/B-NP/O WEATHER/NNP/I-NP/O ’/''/O/O REFERS/NNS/B-NP/O TO/TO/O/O COMPLEX/NNP/B-NP/O PHYSICAL/NNP/I-NP/O ,/,/O/O CHEMICAL/NNP/B-NP/O AND/CC/I-NP/O EVEN/NNP/I-NP/O BIOLOGICAL/NNP/I-NP/O OUTCOMES/NNP/I-NP/O THAT/WDT/O/O ARE/VBP/B-VP/O PROVOKED/NNP/B-NP/O WHEN/WRB/O/O FIELDS/NNP/B-NP/O OF/IN/B-PP/B-PNP MATTER/NNP/B-NP/I-PNP AT/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP EDGE/NN/I-NP/I-PNP OF/IN/B-PP/B-PNP CHAOS/NNP/B-NP/I-PNP COLLIDE/NNP/I-NP/I-PNP ././O/O\"),\n",
" Sentence('IT/PRP/B-NP/O IS/VBZ/B-VP/O A/DT/B-NP/O VECTOR/NNP/I-NP/O OF/IN/B-PP/B-PNP INFECTION/NN/B-NP/I-PNP ,/,/O/O AN/DT/B-NP/O EXPRESSION/NN/I-NP/O OF/IN/B-PP/B-PNP RECALCITRANT/NNP/B-NP/I-PNP MATERIALITY/NNP/I-NP/I-PNP AND/CC/I-NP/I-PNP A/DT/I-NP/I-PNP PRINCIPLE/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP ECOPOIESIS/NNP/B-NP/I-PNP ,/,/O/O WHICH/WDT/O/O UNDERPINS/VBP/B-VP/O THE/DT/B-NP/O PROCESS/NN/I-NP/O OF/IN/B-PP/B-PNP LIVING/NN/B-NP/I-PNP ,/,/O/O LIFELIKE/NNP/B-NP/O EVENTS/NNP/I-NP/O –/,/O/O AND/CC/O/O EVEN/NNP/B-NP/O LIFE/NNP/I-NP/O ITSELF/NNP/I-NP/O ././O/O'),\n",
" Sentence('THESE/DT/B-NP/O LIFE/NNP/I-NP/O FORMS/NNP/I-NP/O ARISE/VBP/B-VP/O FROM/IN/B-PP/B-PNP ENERGY/NNP/B-NP/I-PNP GRADIENTS/NNP/I-NP/I-PNP ,/,/O/O DENSITY/NNP/B-NP/O CURRENTS/NNP/I-NP/O ,/,/O/O KATABATIC/NNP/B-NP/O FLOWS/NNP/I-NP/O ,/,/O/O WHIRLWINDS/NNP/B-NP/O ,/,/O/O DUST/NNP/B-NP/O CLOUDS/NNP/I-NP/O ,/,/O/O POLLUTION/NNP/B-NP/O AND/CC/I-NP/O THE/DT/I-NP/O MYRIAD/NNP/I-NP/O EXPRESSIONS/NNP/I-NP/O OF/IN/B-PP/B-PNP MATTER/NNP/B-NP/I-PNP THAT/WDT/O/O DETAIL/VBD/B-VP/O OUR/PRP$/B-NP/O (/(/O/O EARTHY/NNP/B-NP/O ,/,/O/O LIQUID/NNP/B-NP/O ,/,/O/O GASEOUS/NNP/B-NP/O )/)/O/O TERRAINS/NNP/B-NP/O ././O/O'),\n",
" Sentence('LIQUID/JJ/B-NP/O LIFE/NN/I-NP/O IS/VBZ/B-VP/O IMMORTAL/NNP/B-NP/O ././O/O'),\n",
" Sentence('ARISING/VBG/B-VP/O FROM/IN/B-PP/B-PNP OUR/PRP$/B-NP/I-PNP UNIQUE/NNP/I-NP/I-PNP PLANETARY/NNP/I-NP/I-PNP CONDITIONS/NNP/I-NP/I-PNP ,/,/O/O ITS/PRP$/B-NP/O INGREDIENTS/NNS/I-NP/O ARE/VBP/B-VP/O CONTINUALLY/NNP/B-NP/O RE-INCORPORATED/NNP/I-NP/O INTO/NNP/I-NP/O ACTIVE/NNP/I-NP/O METABOLIC/NNP/I-NP/O WEBS/NNP/I-NP/O THROUGH/NNP/I-NP/O CYCLES/NNP/I-NP/O OF/IN/B-PP/B-PNP LIFE/NNPS/B-NP/I-PNP AND/CC/I-NP/I-PNP DEATH/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('MOST/JJS/B-NP/O DECEASED/NN/I-NP/O LIQUID/NN/I-NP/O MATTER/NNP/I-NP/O LIES/VBZ/B-VP/O QUIESCENT/NNP/B-NP/O ,/,/O/O PATIENTLY/NNP/B-NP/O WAITING/NNP/I-NP/O FOR/IN/B-PP/B-PNP ITS/PRP$/B-NP/I-PNP REANIMATION/NN/I-NP/I-PNP THROUGH/VBZ/B-VP/O THE/DT/B-NP/O PERSISTENT/NN/I-NP/O METABOLISMS/NNP/I-NP/O WITHIN/NNP/I-NP/O OUR/PRP$/I-NP/O SOILS/NNP/I-NP/O ././O/O'),\n",
" Sentence('LIQUID/JJ/B-NP/O LIFE/NNP/I-NP/O EXCEEDS/NNP/I-NP/O RHETORIC/NNP/I-NP/O ././O/O'),\n",
" Sentence(\"ITS/PRP$/B-NP/O CONCEPTS/NNP/I-NP/O CAN/VB/B-VP/O BE/VB/I-VP/O EMBODIED/NNP/B-NP/O AND/CC/I-NP/O EXPERIMENTALLY/NNP/I-NP/O TESTED/NNP/I-NP/O USING/NNP/I-NP/O A/DT/B-NP/O TRANS-DISCIPLINARY/NNP/I-NP/O APPROACH/NNP/I-NP/O ,/,/O/O WHICH/WDT/B-NP/O DRAWS/NNP/I-NP/O UPON/NNP/I-NP/O A/DT/B-NP/O RANGE/NNP/I-NP/O OF/IN/B-PP/B-PNP CONCEPTUAL/NNP/B-NP/I-PNP LENSES/NNS/I-NP/I-PNP AND/CC/O/O TECHNIQUES/JJ/B-ADJP/O TO/TO/O/O INVOLVE/NNP/B-NP/O THE/DT/I-NP/O LIQUID/NN/I-NP/O REALM/NNP/I-NP/O WITH/IN/B-PP/B-PNP ITS/PRP$/B-NP/I-PNP OWN/NN/I-NP/I-PNP ‘/''/O/O VOICE/NN/B-NP/O ’/''/O/O ././O/O\"),\n",
" Sentence('FROM/IN/B-PP/B-PNP THESE/NNP/B-NP/I-PNP PERSPECTIVES/NNP/I-NP/I-PNP LIQUID/NNP/I-NP/I-PNP TECHNOLOGIES/NNP/I-NP/I-PNP EMERGE/NNP/I-NP/I-PNP THAT/WDT/O/O ARE/VBP/B-VP/O CAPABLE/NNP/B-NP/O OF/IN/B-PP/B-PNP GENERATING/VBG/B-VP/I-PNP NEW/JJ/B-NP/I-PNP KINDS/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP ARTEFACTS/NNP/B-NP/I-PNP ,/,/O/O LIKE/IN/B-PP/B-PNP BÜTSCHLI/NNP/B-NP/I-PNP DROPLETS/NNP/I-NP/I-PNP ,/,/O/O WHICH/WDT/O/O ARE/VBP/B-VP/O LIQUID/NNP/B-NP/O CHEMICAL/NNP/I-NP/O ASSEMBLAGES/NNP/I-NP/O CAPABLE/NNP/I-NP/O OF/IN/B-PP/B-PNP SURPRISINGLY/NNP/B-NP/I-PNP LIFELIKE/NNP/I-NP/I-PNP BEHAVIOURS/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('THESE/DT/B-NP/O AGENTS/NNP/I-NP/O EXCEED/NNP/I-NP/O RHETORIC/NNP/I-NP/O ,/,/O/O AS/NNP/B-NP/O THEY/NNP/I-NP/O POSSESS/NNP/I-NP/O THEIR/NNP/I-NP/O OWN/NNP/I-NP/O AGENCY/NNP/I-NP/O ,/,/O/O SEMIOTICS/NNP/B-NP/O ,/,/O/O AND/CC/O/O CHOREOGRAPHIC/NNP/B-NP/O IMPULSES/NNP/I-NP/O ,/,/O/O WHICH/WDT/O/O ALLOW/VBP/B-VP/O US/PRP/B-NP/O TO/TO/O/O VALUE/NNS/B-NP/O AND/CC/I-NP/O ENGAGE/NN/I-NP/O IN/IN/B-PP/B-PNP DISCOURSE/NNP/B-NP/I-PNP WITH/IN/B-PP/B-PNP THEM/NNP/B-NP/I-PNP ON/NNP/I-NP/I-PNP THEIR/NNP/I-NP/I-PNP TERMS/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('THE/DT/B-NP/O DIFFICULTY/NN/I-NP/O AND/CC/O/O SLIPPAGES/NNP/B-NP/O IN/IN/B-PP/B-PNP MEANING/NNPS/B-NP/I-PNP AND/CC/I-NP/I-PNP VOLITION/NN/I-NP/I-PNP BETWEEN/NNP/I-NP/I-PNP PARTICIPATING/NNP/I-NP/I-PNP BODIES/NNPS/I-NP/I-PNP CREATES/NNP/I-NP/I-PNP THE/DT/B-NP/I-PNP POSSIBILITY/NN/I-NP/I-PNP OF/IN/B-PP/B-PNP EN/NNP/B-NP/I-PNP EVOLVING/NNP/I-NP/I-PNP POLY-VOCAL/NNP/I-NP/I-PNP DIALECTICS/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('LIQUID/JJ/B-NP/O LIFE/NNP/I-NP/O PROVOKES/NNP/I-NP/O AN/DT/B-NP/O EXPANDED/NN/I-NP/O NOTION/NNP/I-NP/O OF/IN/B-PP/B-PNP CONSCIOUSNESS/NNP/B-NP/I-PNP ././O/O'),\n",
" Sentence(\"ITS/PRP$/B-NP/O ‘/''/O/O THINKING/NN/B-NP/O ’/''/O/O IS/VBZ/B-VP/O A/DT/B-NP/O MOLECULAR/NNP/I-NP/O SEA/NNP/I-NP/O OF/IN/B-PP/B-PNP POSSIBILITIES/NNS/B-NP/I-PNP THAT/WDT/B-NP/I-PNP RESIST/NNP/I-NP/I-PNP THE/DT/B-NP/I-PNP RAPID/NN/I-NP/I-PNP DECAY/NN/I-NP/I-PNP TOWARDS/NN/I-NP/I-PNP THERMODYNAMIC/NNP/I-NP/I-PNP EQUILIBRIUM/NNP/I-NP/I-PNP ././O/O\"),\n",
" Sentence('IN/IN/B-PP/B-PNP THESE/NNP/B-NP/I-PNP VITAL/NNP/I-NP/I-PNP MOMENTS/NNP/I-NP/I-PNP IT/PRP/I-NP/I-PNP INDULGES/VBZ/B-VP/O EVERY/NNP/B-NP/O POSSIBLE/NNP/I-NP/O TACTIC/NNP/I-NP/O TO/TO/O/O PERSIST/NNP/B-NP/O ,/,/O/O ACQUIRING/VBG/B-VP/O A/DT/B-NP/O RICH/NNP/I-NP/O PALETTE/NNP/I-NP/O OF/IN/B-PP/B-PNP NATURAL/NNP/B-NP/I-PNP RESOURCES/NNP/I-NP/I-PNP ,/,/O/O FOOD/NNP/B-NP/O SOURCES/NNP/I-NP/O ,/,/O/O WASTE/NNP/B-NP/O MATERIALS/NNP/I-NP/O ,/,/O/O AND/CC/O/O ENERGY/NNP/B-NP/O FIELDS/NNP/I-NP/O ././O/O'),\n",
" Sentence('THESE/DT/B-NP/O MATERIAL/NNP/I-NP/O ALLIANCES/NNP/I-NP/O NECESSITATE/NNP/I-NP/O DECISIONS/NNP/I-NP/O THAT/WDT/O/O DO/VB/B-VP/O NOT/RB/I-VP/O REQUIRE/VB/I-VP/O A/DT/B-NP/O COORDINATING/NN/I-NP/O CENTRE/NNP/I-NP/O ,/,/O/O LIKE/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP BRAIN/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('LIQUID/JJ/B-ADJP/O ARE/VBP/B-VP/O NON-BODIES/NNP/B-NP/O ././O/O'),\n",
" Sentence('THEY/PRP/B-NP/O ARE/VBP/B-VP/O WITHOUT/NNP/B-NP/O FORMAL/NNP/I-NP/O BOUNDARIES/NNP/I-NP/O AND/CC/O/O ARE/VBP/B-VP/O CONSTANTLY/NNP/B-NP/O CHANGING/NNP/I-NP/O ././O/O'),\n",
" Sentence('LIQUID/JJ/B-NP/O BODIES/NNS/I-NP/O ARE/VBP/B-VP/O PARADOXICAL/NNP/B-NP/O STRUCTURES/NNP/I-NP/O THAT/WDT/B-NP/O POSSESS/NNP/I-NP/O THEIR/NNP/I-NP/O OWN/NNP/I-NP/O LOGIC/NNP/I-NP/O ././O/O'),\n",
" Sentence('ALTHOUGH/IN/B-PP/B-PNP CLASSICAL/NNP/B-NP/I-PNP LAWS/NNP/I-NP/I-PNP MAY/NNP/I-NP/I-PNP APPROXIMATE/NNP/I-NP/I-PNP THEIR/NNP/I-NP/I-PNP BEHAVIOUR/NNP/I-NP/I-PNP ,/,/O/O THEY/NNP/B-NP/O CANNOT/NNP/I-NP/O PREDICT/NNP/I-NP/O THEM/NNP/I-NP/O ././O/O'),\n",
" Sentence('THEY/PRP/B-NP/O ARE/VBP/B-VP/O TANGIBLE/NNP/B-NP/O EXPRESSIONS/NNP/I-NP/O OF/IN/B-PP/B-PNP NONLINEAR/NNP/B-NP/I-PNP MATERIAL/NNP/I-NP/I-PNP SYSTEMS/NNP/I-NP/I-PNP ,/,/O/O WHICH/WDT/O/O EXIST/VBP/B-VP/O OUTSIDE/JJ/B-ADJP/O OF/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP CURRENT/NN/I-NP/I-PNP FRAMES/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP REFERENCE/NN/B-NP/I-PNP THAT/WDT/B-NP/I-PNP OUR/PRP$/I-NP/I-PNP GLOBAL/NN/I-NP/I-PNP INDUSTRIAL/NN/I-NP/I-PNP CULTURE/NN/I-NP/I-PNP IS/VBZ/B-VP/O STEEPED/NNP/B-NP/O IN/IN/B-PP/O ././O/O'),\n",
" Sentence('ASPECTS/NNS/B-NP/O OF/IN/B-PP/B-PNP THEIR/NNP/B-NP/I-PNP EXISTENCE/NNP/I-NP/I-PNP STRAY/NNP/I-NP/I-PNP INTO/NNP/I-NP/I-PNP THE/DT/I-NP/I-PNP UNCONVENTIONAL/NNP/I-NP/I-PNP AND/CC/O/O LIMINAL/JJ/B-NP/O REALMS/NNP/I-NP/O OF/IN/B-PP/B-PNP AURAS/NNP/B-NP/I-PNP ,/,/O/O QUANTUM/NNP/B-NP/O PHYSICS/NNP/I-NP/O ,/,/O/O AND/CC/O/O ECTOPLASMS/NNP/B-NP/O ././O/O'),\n",
" Sentence('IN/IN/B-PP/B-PNP THESE/NNP/B-NP/I-PNP REALMS/NNP/I-NP/I-PNP THEY/NNP/I-NP/I-PNP CANNOT/NNP/I-NP/I-PNP BE/VB/B-VP/O APPRECIATED/NNP/B-NP/O BY/NNP/I-NP/O OBJECTIVE/NNP/I-NP/O MEASUREMENT/NNP/I-NP/O AND/CC/I-NP/O INVITE/NNPS/I-NP/O SUBJECTIVE/NNP/I-NP/O ENGAGEMENT/NNP/I-NP/O ,/,/O/O LIKE/IN/B-PP/B-PNP POETIC/NNP/B-NP/I-PNP TRYSTS/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('THEIR/PRP$/B-NP/O DIVERSIONARY/NNP/I-NP/O TACTICS/NNP/I-NP/O GIVE/VBP/B-VP/O RISE/NN/B-NP/O TO/TO/O/O THE/DT/B-NP/O VERY/NN/I-NP/O ACTS/NNP/I-NP/O OF/IN/B-PP/B-PNP LIFE/NNP/B-NP/I-PNP ,/,/O/O SUCH/NNP/B-NP/O AS/NNP/I-NP/O THE/DT/I-NP/O CAPACITY/NNP/I-NP/O TO/TO/O/O HEAL/NNP/B-NP/O ,/,/O/O ADAPT/NNP/B-NP/O ,/,/O/O SELF-REPAIR/NNP/B-NP/O ,/,/O/O AND/CC/O/O EMPATHIZE/NNP/B-NP/O ././O/O'),\n",
" Sentence('LIQUID/JJ/B-NP/O BODIES/NNS/I-NP/O ARE/VBP/B-VP/O PLURI-PONTENT/NNP/B-NP/O ././O/O'),\n",
" Sentence('THEY/PRP/B-NP/O ARE/VBP/B-VP/O CAPABLE/NNP/B-NP/O OF/IN/B-PP/B-PNP MANY/JJ/B-NP/I-PNP ACTS/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP TRANSFORMATION/NNP/B-NP/I-PNP ././O/O'),\n",
" Sentence('THEY/PRP/B-NP/O DE-SIMPLIFY/NNP/I-NP/O THE/DT/I-NP/O MATTER/NNP/I-NP/O OF/IN/B-PP/B-PNP BEING/VBG/B-VP/I-PNP A/DT/B-NP/I-PNP BODY/NNP/I-NP/I-PNP THROUGH/NNP/I-NP/I-PNP THEIR/NNP/I-NP/I-PNP VISCERAL/NNP/I-NP/I-PNP ENTANGLEMENTS/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('WHILE/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP BÊTE/NNP/I-NP/I-PNP MACHINE/NNP/I-NP/I-PNP DEPENDS/NNP/I-NP/I-PNP ON/NNP/I-NP/I-PNP AN/DT/B-NP/I-PNP ABSTRACTED/NN/I-NP/I-PNP UNDERSTANDING/NN/I-NP/I-PNP OF/IN/B-PP/B-PNP ANATOMY/NNP/B-NP/I-PNP FOUNDED/NNP/I-NP/I-PNP UPON/NNP/I-NP/I-PNP GENERALIZATIONS/NNP/I-NP/I-PNP AND/CC/I-NP/I-PNP IDEALS/NNPS/I-NP/I-PNP ,/,/O/O LIQUID/NNP/B-NP/O BODIES/NNP/I-NP/O RESIST/NNP/I-NP/O THESE/NNP/I-NP/O TROPES/NNP/I-NP/O ././O/O'),\n",
" Sentence(\"LIQUID/JJ/B-NP/O BODIES/NNP/I-NP/O DISCUSS/NNP/I-NP/O A/DT/B-NP/O MODE/NNP/I-NP/O OF/IN/B-PP/B-PNP EXISTENCE/NN/B-NP/I-PNP THAT/WDT/O/O IS/VBZ/B-VP/O CONSTANTLY/NNP/B-NP/O CHANGING/NNP/I-NP/O –/,/O/O NOT/RB/B-ADVP/O AS/NNP/B-NP/O THE/DT/B-NP/O CUMULATIVE/NNP/I-NP/O OUTCOMES/NNP/I-NP/O OF/IN/B-PP/O ‘/''/O/O ERROR/NN/B-NP/O ’/''/O/O –/,/O/O BUT/CC/O/O AS/NNP/B-NP/O A/DT/B-NP/O HIGHLY/NNP/I-NP/O CHOREOGRAPHED/NNP/I-NP/O AND/CC/O/O CONTINUOUS/NNP/B-NP/O SPECTRUM/NNP/I-NP/O STREAM/NNP/I-NP/O OF/IN/B-PP/B-PNP EVENTS/NN/B-NP/I-PNP THAT/WDT/O/O ARISE/VBP/B-VP/O FROM/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP PHYSICAL/NN/I-NP/I-PNP INTERACTIONS/NN/I-NP/I-PNP OF/IN/B-PP/B-PNP MATTER/NNP/B-NP/I-PNP ././O/O\"),\n",
" Sentence('THEY/PRP/B-NP/O INTERNALIZE/NNP/I-NP/O OTHER/NNP/I-NP/O BODIES/NNP/I-NP/O AS/NNP/I-NP/O MANIFOLDS/NNP/I-NP/O WITHIN/NNP/I-NP/O THEIR/NNP/I-NP/O SUBSTANCE/NNP/I-NP/O AND/CC/I-NP/O ASSERT/NNP/I-NP/O THEIR/NNP/I-NP/O IDENTITY/NNP/I-NP/O THROUGH/NNP/I-NP/O THEIR/NNP/I-NP/O ENVIRONMENTAL/JJ/B-NP/O CONTEXTS/NNP/I-NP/O ././O/O'),\n",
" Sentence('SUCH/JJ/B-NP/O ENTANGLEMENTS/NNP/I-NP/O INVOKE/NNP/I-NP/O MARGINAL/NNP/I-NP/O RELATIONS/NNP/I-NP/O BETWEEN/NNP/I-NP/O MULTIPLE/NNP/I-NP/O AGENCIES/NNS/I-NP/O AND/CC/O/O EXCEED/NNP/B-NP/O THE/DT/B-NP/O CLASSICAL/NNP/I-NP/O LOGIC/NNP/I-NP/O OF/IN/B-PP/B-PNP OBJECTS/NNP/B-NP/I-PNP ././O/O'),\n",
" Sentence('THEY/PRP/B-NP/O ARE/VBP/B-VP/O INSEPARABLE/NNP/B-NP/O FROM/IN/B-PP/B-PNP THEIR/NNP/B-NP/I-PNP CONTEXT/NNP/I-NP/I-PNP AND/CC/I-NP/I-PNP OFFER/JJ/I-NP/I-PNP WAYS/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP THINKING/NNPS/B-NP/I-PNP AND/CC/I-NP/I-PNP EXPERIMENTING/NN/I-NP/I-PNP WITH/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP CONVENTIONS/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP MAKING/VBG/B-VP/I-PNP AND/CC/O/O BEING/VBG/B-VP/O EMBODIED/NNP/B-NP/O ././O/O'),\n",
" Sentence('LIQUID/JJ/B-NP/O BODIES/NNP/I-NP/O INVITE/NNP/I-NP/O US/NNP/I-NP/O TO/TO/B-VP/O ARTICULATE/VB/I-VP/O THE/DT/B-NP/O FUZZINESS/NNP/I-NP/O ,/,/O/O PARADOXES/NNP/B-NP/O AND/CC/I-NP/O UNCERTAINTIES/NNS/I-NP/O OF/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP LIVING/NN/I-NP/I-PNP REALM/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('THEY/PRP/B-NP/O ARE/VBP/B-VP/O STILL/NNP/B-NP/O INSTANTLY/NNP/I-NP/O RECOGNIZABLE/NNP/I-NP/O AND/CC/O/O CAN/VB/B-VP/O BE/VB/I-VP/O NAMED/NNP/B-NP/O AS/NNP/I-NP/O TORNADO/NNP/I-NP/O ,/,/O/O CIRRUS/NNP/B-NP/O ,/,/O/O SOIL/NNP/B-NP/O ,/,/O/O EMBRYO/NNP/B-NP/O ,/,/O/O OR/CC/O/O BIOFILM/NNP/B-NP/O ././O/O'),\n",
" Sentence('THESE/DT/B-NP/O CONTRADICTIONS/NNP/I-NP/O –/,/O/O OF/IN/B-PP/B-PNP FORM/NNP/B-NP/I-PNP AND/CC/I-NP/I-PNP CONSTANCY/NNP/I-NP/I-PNP –/,/O/O ENCOURAGE/NNP/B-NP/O ALTERNATIVE/NNP/I-NP/O READINGS/NNP/I-NP/O OF/IN/B-PP/B-PNP HOW/NNP/B-NP/I-PNP WE/PRP/I-NP/I-PNP ORDER/NNP/I-NP/I-PNP AND/CC/I-NP/I-PNP SORT/NNP/I-NP/I-PNP THE/DT/B-NP/I-PNP WORLD/NN/I-NP/I-PNP ,/,/O/O WHOSE/NNP/B-NP/O MAIN/NNP/I-NP/O METHODOLOGY/NNP/I-NP/O IS/VBZ/B-VP/O THROUGH/NNP/B-NP/O RELATING/NNP/I-NP/O ONE/CD/I-NP/O BODY/NNP/I-NP/O TO/TO/O/O ANOTHER/NNP/B-NP/O ././O/O'),\n",
" Sentence(\"INDEED/RB/B-ADVP/O ,/,/O/O PROTEAN/NNP/B-NP/O LIQUID/NNP/I-NP/O BODIES/NNP/I-NP/O HELP/NNP/I-NP/O US/NNP/I-NP/O UNDERSTAND/NNP/I-NP/O THAT/WDT/O/O WHILE/VBP/B-VP/O UNIVERSALISMS/NNP/B-NP/O ,/,/O/O AVERAGES/NNP/B-NP/O AND/CC/I-NP/O GENERALIZATIONS/NNS/I-NP/O ARE/VBP/B-VP/O USEFUL/NNP/B-NP/O IN/IN/B-PP/B-PNP PRODUCING/NN/B-NP/I-PNP MAPS/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP OUR/PRP$/B-NP/I-PNP BEING/VBG/B-VP/I-PNP IN/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP WORLD/NN/I-NP/I-PNP ,/,/O/O THEY/NNP/B-NP/O NEGLECT/NNP/I-NP/O SPECIFIC/NNP/I-NP/O DETAILS/NNP/I-NP/O ,/,/O/O WHICH/WDT/O/O ‘/''/O/O BRING/VB/B-VP/O FORTH/NNP/B-NP/O ’/''/O/O THE/DT/B-NP/O MATERIALITY/NNP/I-NP/O OF/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP ENVIRONMENT/NN/I-NP/I-PNP ././O/O\"),\n",
" Sentence('LIQUID/JJ/B-NP/O BODIES/NNS/I-NP/O ARE/VBP/B-VP/O POLITICAL/JJ/B-NP/O AGENTS/NNP/I-NP/O ././O/O'),\n",
" Sentence('THEY/PRP/B-NP/O RE-DEFINE/NNP/I-NP/O THE/DT/I-NP/O BOUNDARIES/NNPS/I-NP/O AND/CC/O/O CONDITIONS/NNS/B-NP/O FOR/IN/B-PP/B-PNP EXISTENCE/NNP/B-NP/I-PNP IN/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP CONTEXT/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP DYNAMIC/NNP/B-NP/I-PNP ,/,/O/O UNRULY/NNP/B-NP/O ENVIRONMENTS/NNP/I-NP/O ././O/O'),\n",
" Sentence('THEY/PRP/B-NP/O PROPOSE/VB/B-VP/O ALTERNATIVE/NNP/B-NP/O MODES/NNP/I-NP/O OF/IN/B-PP/B-PNP LIVING/NN/B-NP/I-PNP THAT/WDT/O/O ARE/VBP/B-VP/O RADICALLY/NNP/B-NP/O TRANSFORMED/NNP/I-NP/O ,/,/O/O MONSTROUS/NNP/B-NP/O ,/,/O/O COHERENT/NNP/B-NP/O ,/,/O/O RAW/NNP/B-NP/O –/,/O/O AND/CC/O/O SELECTIVELY/NNPS/B-NP/O PERMEATED/NNP/I-NP/O BY/NNP/I-NP/O THEIR/NNP/I-NP/O NURTURING/NNP/I-NP/O MEDIA/NNP/I-NP/O ././O/O'),\n",
" Sentence('LIQUID/JJ/B-NP/O BODIES/NNP/I-NP/O INVITE/NNP/I-NP/O US/NNP/I-NP/O TO/TO/B-VP/O UNDERSTAND/VB/I-VP/O OUR/PRP$/B-NP/O BEING/VBG/B-VP/O BEYOND/NNP/B-NP/O RELATIONAL/NNP/I-NP/O THINKING/NNP/I-NP/O AND/CC/I-NP/O INVENT/NNPS/I-NP/O MONSTERS/NNS/I-NP/O THAT/WDT/B-NP/O DEFY/NNP/I-NP/O ALL/PDT/B-NP/O EXISTING/NN/I-NP/O FORMS/NNP/I-NP/O OF/IN/B-PP/B-PNP CATEGORIZATION/NNP/B-NP/I-PNP TO/TO/B-VP/O MAKE/VB/I-VP/O POSSIBLE/NNP/B-NP/O A/DT/I-NP/O NEW/NNP/I-NP/O KIND/NNP/I-NP/O OF/IN/B-PP/B-PNP CORPOREALITY/NNP/B-NP/I-PNP ././O/O'),\n",
" Sentence(\"THEY/PRP/B-NP/O ARE/VBP/B-VP/O WHAT/NNP/B-NP/O REMAIN/NNP/I-NP/O WHEN/WRB/O/O MECHANICAL/JJ/B-NP/O EXPLANATIONS/NN/I-NP/O CAN/VB/B-VP/O NO/UH/O/O LONGER/JJ/B-NP/O ACCOUNT/NN/I-NP/O FOR/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP EXPERIENCES/NN/I-NP/I-PNP THAT/WDT/B-NP/I-PNP WE/PRP/I-NP/I-PNP RECOGNISE/NNP/I-NP/I-PNP AS/NNP/I-NP/I-PNP ‘/''/O/O BEING/VBG/B-VP/O ALIVE/NNP/B-NP/O ././O/O\"),\n",
" Sentence(\"’/''/O/O\"),\n",
" Sentence('“/\"/O/O LIQUID/NN/B-NP/O LIFE/NN/I-NP/O ARISES/NNP/I-NP/O FROM/IN/B-PP/B-PNP OUT/IN/I-PP/I-PNP OF/IN/I-PP/I-PNP A/DT/B-NP/I-PNP SOUP/NNP/I-NP/I-PNP ,/,/O/O SMOG/NNP/B-NP/O ,/,/O/O A/DT/B-NP/O SCAB/NNP/I-NP/O ,/,/O/O FIRE/NNP/B-NP/O –/,/O/O WHERE/WRB/O/O THE/DT/B-NP/O INCANDESCENT/NN/I-NP/O HEAVENS/NNP/I-NP/O RAIN/NNP/I-NP/O MOLTEN/NNP/I-NP/O ROCK/NNP/I-NP/O AND/CC/O/O ALKALI/NNP/B-NP/O MEETS/NNP/I-NP/O OIL/NNP/I-NP/O –/,/O/O A/DT/B-NP/O CHOREOGRAPHY/NNP/I-NP/O OF/IN/B-PP/B-PNP PRIMORDIAL/NNP/B-NP/I-PNP METABOLIC/NNP/I-NP/I-PNP FLAMES/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('AMIDST/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP REDUCING/NN/I-NP/I-PNP ATMOSPHERE/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP CHOKING/NN/B-NP/I-PNP TOXIC/VBZ/B-VP/O GASES/NNP/B-NP/O ,/,/O/O ITS/PRP$/B-NP/O COMING-INTO-BEING/NN/I-NP/O DRAWS/NN/I-NP/O MOMENTARILY/NNP/I-NP/O INTO/NNP/I-NP/O FOCUS/NNP/I-NP/O AND/CC/I-NP/O RECEDES/NNP/I-NP/O AGAIN/RB/B-ADVP/O ././O/O'),\n",
" Sentence('THE/DT/B-NP/O UNFATHOMABLE/NNP/I-NP/O DARKNESS/NNP/I-NP/O OF/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP HADEAN/NNP/I-NP/I-PNP EPOCH/NNP/I-NP/I-PNP IS/VBZ/B-VP/O REINCARNATED/NNP/B-NP/O HERE/NNP/I-NP/O ././O/O'),\n",
" Sentence('IT/PRP/B-NP/O IS/VBZ/B-VP/O DRENCHED/NNP/B-NP/O IN/IN/B-PP/B-PNP THICK/NNP/B-NP/I-PNP GAS/NNP/I-NP/I-PNP CLOUDS/NNP/I-NP/I-PNP ,/,/O/O UNWEATHERED/NNP/B-NP/O DUSTS/NNP/I-NP/O ,/,/O/O AND/CC/O/O PUNGENT/JJ/B-NP/O VAPOURS/NNP/I-NP/O ,/,/O/O WHICH/WDT/O/O OBFUSCATE/VBP/B-VP/O THE/DT/B-NP/O LIGHT/NN/I-NP/O ././O/O'),\n",
" Sentence(\"THE/DT/B-NP/O INSULATING/NN/I-NP/O BLANKET/NNP/I-NP/O OF/IN/B-PP/B-PNP GASEOUS/NNP/B-NP/I-PNP POISONS/NNP/I-NP/I-PNP PROTECTS/NNP/I-NP/I-PNP THE/DT/I-NP/I-PNP LAND/NNP/I-NP/I-PNP AGAINST/NNP/I-NP/I-PNP THE/DT/B-NP/I-PNP CRUEL/NNP/I-NP/I-PNP STARE/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP ULTRAVIOLET/NNP/B-NP/I-PNP RAYS/NNP/I-NP/I-PNP AND/CC/I-NP/I-PNP IONIZING/NNPS/I-NP/I-PNP SPACE/NNPS/I-NP/I-PNP RADIATION/NNP/I-NP/I-PNP ,/,/O/O WHICH/WDT/B-NP/O SPITE/NNP/I-NP/O THE/DT/B-NP/O EARTH/NNP-LOC/I-NP/O ’/''/O/O S/NNP/B-NP/O SURFACE/NNP/I-NP/O ././O/O\"),\n",
" Sentence('OUT/IN/B-PP/B-PNP OF/IN/I-PP/I-PNP THESE/NNP/B-NP/I-PNP VOLATILE/NNP/I-NP/I-PNP CAUSTIC/NNP/I-NP/I-PNP BODIES/NNP/I-NP/I-PNP ,/,/O/O A/DT/B-NP/O SUCCESSION/NNP/I-NP/O OF/IN/B-PP/B-PNP CHEMICAL/NNP/B-NP/I-PNP GHOSTS/NNP/I-NP/I-PNP HAUNTS/NNP/I-NP/I-PNP THE/DT/I-NP/I-PNP HEAVY/JJ/I-NP/I-PNP ATMOSPHERE/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('HERE/RB/B-ADVP/O ,/,/O/O IMAGINARY/NNP/B-NP/O FIGURES/NNP/I-NP/O ,/,/O/O LIKE/IN/B-PP/O THOSE/DT/O/O THAT/WDT/O/O APPEAR/VBP/B-VP/O IN/IN/B-PP/B-PNP A/DT/B-NP/I-PNP FEVERED/JJ/I-NP/I-PNP CONDITION/NNP/I-NP/I-PNP ,/,/O/O SPLIT/NNP/B-NP/O FAINT/NNP/I-NP/O LIGHT/NNP/I-NP/O AROUND/NNP/I-NP/O ././O/O'),\n",
" Sentence('THEY/PRP/B-NP/O WANDER/VBP/B-VP/O AMONG/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP AURAS/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP TURBULENT/NNP/B-NP/I-PNP INTERFACES/NNPS/I-NP/I-PNP AND/CC/I-NP/I-PNP THICKENING/JJ/I-NP/I-PNP DENSITIES/NNPS/I-NP/I-PNP OF/IN/B-PP/B-PNP MATTER/NNP/B-NP/I-PNP ,/,/O/O SCUM/NNP/B-NP/O AND/CC/I-NP/O CRUST/NNP/I-NP/O ././O/O'),\n",
" Sentence('OVER/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP COURSE/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP HALF/NNP/B-NP/I-PNP A/DT/I-NP/I-PNP BILLION/NN/I-NP/I-PNP YEARS/NNS/I-NP/I-PNP ,/,/O/O SUDDEN/NNP/B-NP/O ECTOPLASMS/NNP/I-NP/O SPEW/NNP/I-NP/O IN/IN/B-PP/B-PNP SUCCESSIVE/NNP/B-NP/I-PNP ACTS/NNP/I-NP/I-PNP OVER/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP DARKENED/NN/I-NP/I-PNP THEATRE/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP PLANET/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('CHARGED/VBN/B-VP/O SKIES/NNS/B-NP/O ,/,/O/O ENLIVENED/NNP/B-NP/O BY/NNP/I-NP/O THE/DT/I-NP/O IONIC/NN/I-NP/O ELECTRICITY/NNP/I-NP/O OF/IN/B-PP/B-PNP FLUIDS/NNP/B-NP/I-PNP AND/CC/I-NP/I-PNP PERIODICALLY/NNP/I-NP/I-PNP LIT/NNP/I-NP/I-PNP WITH/IN/B-PP/B-PNP PHOTON/NNP/B-NP/I-PNP CUTS/NNP/I-NP/I-PNP ,/,/O/O STRIKE/NNP/B-NP/O BLOWS/NNP/I-NP/O INTO/NNP/I-NP/O THE/DT/I-NP/O GROUND/NNP/I-NP/O TO/TO/O/O BEGIN/NNP/B-NP/O THE/DT/I-NP/O PROCESS/NN/I-NP/O OF/IN/B-PP/B-PNP CHEMICAL/NNP/B-NP/I-PNP EVOLUTION/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('DANCING/NN/B-NP/O UNDER/IN/B-PP/B-PNP IONIC/NNP/B-NP/I-PNP WINDS/NNP/I-NP/I-PNP ELECTRIC/NNP/I-NP/I-PNP STORMS/NNP/I-NP/I-PNP SCRATCH/NNP/I-NP/I-PNP AT/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP EARTH/NNP-LOC/I-NP/I-PNP AND/CC/O/O CHARGED/NNP/B-NP/O TENDRILS/NNP/I-NP/O OF/IN/B-PP/B-PNP MATTER/NNP/B-NP/I-PNP STAND/NNP/I-NP/I-PNP ON/NNP/I-NP/I-PNP THEIR/NNP/I-NP/I-PNP END/NNP/I-NP/I-PNP ././O/O'),\n",
" Sentence('VULGAR/JJ/B-ADJP/O IN/IN/B-PP/B-PNP ITS/PRP$/B-NP/I-PNP BECOMING/NN/I-NP/I-PNP ,/,/O/O THE/DT/B-NP/O BLUBBER/NNP/I-NP/O SLOBBERS/NNP/I-NP/O ON/NNP/I-NP/O BIOMASS/NNP/I-NP/O WITH/IN/B-PP/B-PNP CARBOHYDRATE/NNP/B-NP/I-PNP TEETH/NNP/I-NP/I-PNP ,/,/O/O DROOLING/NNP/B-NP/O ENZYMES/NNP/I-NP/O THAT/WDT/O/O DIGEST/VBP/B-VP/O NOTHING/NN/B-NP/O BUT/CC/I-NP/O ITS/PRP$/I-NP/O OWN/NNP/I-NP/O BITE/NNP/I-NP/O ././O/O'),\n",
" Sentence('ENERGETICALLY/RB/B-ADVP/O INCONTINENT/NNP/B-NP/O ,/,/O/O IT/PRP/B-NP/O ACQUIRES/NNP/I-NP/O A/DT/I-NP/O COLD/NNP/I-NP/O METABOLISM/NNP/I-NP/O AND/CC/O/O A/DT/B-NP/O WATERY/NNP/I-NP/O HEART/NNP/I-NP/O ././O/O'),\n",
" Sentence('EXPANDING/VBG/B-VP/O AND/CC/O/O CONTACTING/NN/B-NP/O ,/,/O/O IT/PRP/B-NP/O STARTS/NNP/I-NP/O TO/TO/O/O PUMP/NNP/B-NP/O UNIVERSAL/NNP/I-NP/O SOLVENT/NNP/I-NP/O THROUGH/NNP/I-NP/O ITS/PRP$/I-NP/O LIQUID/NN/I-NP/O EYES/NNP/I-NP/O ,/,/O/O LENSING/VBG/B-VP/O ERRANT/NNP/B-NP/O LIGHT/NNP/I-NP/O INTO/NNP/I-NP/O ITS/PRP$/I-NP/O DARK/NNP/I-NP/O THOUGHTS/NNP/I-NP/O ././O/O'),\n",
" Sentence(\"MINDLESS/JJ/B-ADJP/O ,/,/O/O YET/NN/B-NP/O FINELY/NNP/I-NP/O TUNED/NNP/I-NP/O TO/TO/O/O ITS/PRP$/B-NP/O CONTEXT/NNP/I-NP/O ,/,/O/O IT/PRP/B-NP/O WRIGGLES/VBP/B-VP/O UPON/JJ/B-NP/O TIME/NN/I-NP/O ’/''/O/O S/NNP/B-NP/O COMPOST/NNP/I-NP/O ,/,/O/O CHEWING/VBG/B-VP/O AND/CC/O/O CHEWING/VBG/B-VP/O WITH/IN/B-PP/B-PNP ITS/PRP$/B-NP/I-PNP BONELESS/NNP/I-NP/I-PNP JAWS/NNP/I-NP/I-PNP ON/NNP/I-NP/I-PNP NOTHING/NNP/I-NP/I-PNP BUT/CC/I-NP/I-PNP THE/DT/I-NP/I-PNP AGENTS/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP DEATH/NNP/B-NP/I-PNP ././O/O\"),\n",
" Sentence('IN/IN/B-PP/B-PNP ITS/PRP$/B-NP/I-PNP STRUCTURAL/NNP/I-NP/I-PNP DISOBEDIENCE/NNP/I-NP/I-PNP ,/,/O/O THE/DT/B-NP/O MISSHAPEN/NNP/I-NP/O MASS/NNP/I-NP/O STEADILY/NNP/I-NP/O GROWS/VBZ/B-VP/O MORE/NNP/B-NP/O ORGANIZED/VBN/B-VP/O AND/CC/O/O RELUCTANT/JJ/B-ADJP/O TO/TO/O/O SUCCUMB/NNP/B-NP/O TO/TO/O/O DECAY/NNP/B-NP/O ././O/O'),\n",
" Sentence('PATTERNING/VBG/B-VP/O THE/DT/B-NP/O AIR/NNP/I-NP/O ,/,/O/O ITS/PRP$/B-NP/O FINGERS/NNS/I-NP/O EXTEND/VB/B-VP/O LIKE/IN/B-PP/B-PNP CLAWS/NNP/B-NP/I-PNP ,/,/O/O OBSTRUCTING/NNP/B-NP/O ITS/PRP$/I-NP/O PASSAGE/NN/I-NP/O BETWEEN/NNP/I-NP/O THE/DT/I-NP/O POLES/NNS/I-NP/O OF/IN/B-PP/B-PNP OBLIVION/NNP/B-NP/I-PNP ././O/O'),\n",
" Sentence('CARESSING/VBG/B-VP/O ITSELF/NNS/B-NP/O IN/IN/B-PP/B-PNP GRATUITOUS/NNP/B-NP/I-PNP ACTS/NNP/I-NP/I-PNP OF/IN/B-PP/B-PNP PROCREATION/NNP/B-NP/I-PNP ,/,/O/O THE/DT/B-NP/O DAUB/NN/I-NP/O OFFERS/NNS/I-NP/O CONTEMPT/VB/B-VP/O FOR/IN/B-PP/B-PNP THE/DT/B-NP/I-PNP FORCES/NNS/I-NP/I-PNP OF/IN/B-PP/B-PNP DISORDER/NN/B-NP/I-PNP ,/,/O/O AND/CC/O/O CRAWLS/NNP/B-NP/O STEADILY/NNP/I-NP/O TOWARDS/NNP/I-NP/O BEING/VBG/B-VP/O ././O/O'),\n",
" Sentence('”/\"/O/O')]"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tree"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Sentence('IT/PRP/B-NP/O IS/VBZ/B-VP/O MORE/NNP/B-NP/O THAN/IN/B-PP/O A/DT/O/O SET/VBD/B-VP/O OF/IN/B-PP/B-PNP PARTICULAR/NNP/B-NP/I-PNP MATERIALS/NNP/I-NP/I-PNP THAT/WDT/B-NP/I-PNP COMPRISE/NNP/I-NP/I-PNP A/DT/B-NP/I-PNP RECOGNIZABLE/NNP/I-NP/I-PNP BODY/NNP/I-NP/I-PNP ././O/O')"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tree[7]"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('SUBJECTIVE/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('TECHNIQUES/JJ')]),\n",
" Match(words=[Word('NEW/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('OUTSIDE/JJ')]),\n",
" Match(words=[Word('LIMINAL/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('MANY/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('ENVIRONMENTAL/JJ')]),\n",
" Match(words=[Word('SUCH/JJ')]),\n",
" Match(words=[Word('OFFER/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('POLITICAL/JJ')]),\n",
" Match(words=[Word('LIQUID/JJ')]),\n",
" Match(words=[Word('MECHANICAL/JJ')]),\n",
" Match(words=[Word('LONGER/JJ')]),\n",
" Match(words=[Word('PUNGENT/JJ')]),\n",
" Match(words=[Word('HEAVY/JJ')]),\n",
" Match(words=[Word('FEVERED/JJ')]),\n",
" Match(words=[Word('THICKENING/JJ')]),\n",
" Match(words=[Word('VULGAR/JJ')]),\n",
" Match(words=[Word('MINDLESS/JJ')]),\n",
" Match(words=[Word('UPON/JJ')]),\n",
" Match(words=[Word('RELUCTANT/JJ')])]"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"search(\"JJ\", tree)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[Match(words=[Word('REQUIRE/VB'), Word('A/DT'), Word('COORDINATING/NN')])]"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"search('VB DT NN', tree)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"REQUIRE A COORDINATING\n"
]
}
],
"source": [
"for m in search (\"VB DT NN\", tree):\n",
" print (f\"{m.string}\")"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'REQUIRE A COORDINATING'"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"m.string"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ITS POTENTIAL\n",
"OUR ABILITY\n",
"ITS COHERENCE THROUGH THE LIVES\n",
"OUR (\n",
"OUR UNIQUE PLANETARY CONDITIONS\n",
"ITS INGREDIENTS\n",
"ITS REANIMATION\n",
"OUR SOILS\n",
"ITS CONCEPTS\n",
"ITS OWN\n",
"ITS ‘\n",
"OUR GLOBAL INDUSTRIAL CULTURE\n",
"THEIR DIVERSIONARY TACTICS\n",
"OUR BEING\n",
"OUR BEING\n",
"ITS COMING-INTO-BEING DRAWS MOMENTARILY INTO FOCUS AND RECEDES\n",
"ITS BECOMING\n",
"ITS OWN BITE\n",
"ITS LIQUID EYES\n",
"ITS DARK THOUGHTS\n",
"ITS CONTEXT\n",
"ITS BONELESS JAWS ON NOTHING BUT THE AGENTS\n",
"ITS STRUCTURAL DISOBEDIENCE\n",
"ITS FINGERS\n",
"ITS PASSAGE BETWEEN THE POLES\n"
]
}
],
"source": [
"for m in search (\"PRP$ *\", tree):\n",
" print (f\"{m.string}\")"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"from pattern.en import wordnet"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"sense = wordnet.synsets(\"language\")[0]"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Synset('communication.n.02')"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sense.hypernym"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"matching DECEASED\n"
]
}
],
"source": [
"output = []\n",
"search_word=\"person\"\n",
"for search_word in search_word.split('|'):\n",
" synset = wordnet.synsets(search_word)[0]\n",
" pos = synset.pos\n",
" possible_words = search(pos, tree)\n",
" for match in possible_words:\n",
" # print (f\"match {match}\")\n",
" word = match[0].string\n",
" synsets = wordnet.synsets(word)\n",
" if len(synsets) > 0:\n",
" hypernyms = synsets[0].hypernyms(recursive=True)\n",
" if any(search_word == h.senses[0] for h in hypernyms):\n",
" print(f\"matching {word}\")\n",
" output.append(word)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['DECEASED']"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"output"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}