semantic systems integration

8/14/2019 Semantic Systems Integration

1/48

Alxvyf`ew 98>8" Nbb Yf`ewq Ymqmytmg Qmonkwmae Fka+

Xymqmkwmg ivQwmxemk Bnenknq

Onyae >" 98>8

Qmonkwfa

QvqwmoqFkwm`ynwflkN Kmp Nxxylnae dly

Mkwmyxyfqm FW Qlb}wflkq


2/48

9

Fkwylg}awflk / X}yxlqm

Wefq xymqmkwnwflk fq omnkw wl xyltfgm nk ltmytfmp dly n

kmp FW qlb}wflkq olgmb Qmonkwfa QvqwmoqFkwm`ynwflk %QQF&+

Qmawflk > / Pm pfbb dfyqw ef`ebf`ew pev wyngfwflknb

Qvqwmoq Fkwm`ynwflk nxxylnaemq nym klw plycfk`+

Qmawflk 9 / Pm pfbb wemk fkwylg}am wem alkamxw ld

Qmonkwfa Qvqwmoq Fkwm`ynwflk ilwe nq n qlb}wflk

omwelglbl`v nkg qmw ld wmaekfanb qmytfamq ly

anxnifbfwfmq+

Qmawflk 1 / Dfknbbv" pm pfbb fbb}qwynwm elp fw ank im

nxxbfmg wl nkv FW Glonfk+



3/48

1

Nil}w Qmonkwmae Fka+


Qmonkwmae Fka+ fq n qonbb" plonk/lpkmg

i}qfkmqq dl}kgmg fk 9880+ Wem aloxnkv fq

blanwmg kmny Gnvwlk" Lefl+ Qfkam l}y fkamxwflk pm

entm q}xxlywmg abfmkwq fk n tnyfmwv ld fkg}qwyfmq

knwflkpfgm+

L}y aenywmy fq wl xyltfgm mkwmyxyfqm/bmtmb qlb}wflkqnkg wl gmtmblx fkkltnwftm nxxylnaemq wl imwwmy

qlbtm FWq olqw wyl}ibfk` xylibmoq+

L}y }kgmybvfk` xymofqm fq dl}kgmg }xlk wemymnbfznwflk wenw wyngfwflknb FW fq bny`mbv nk mumyafqm

fk Aenlwfa Qmonkwfaq+ Wem }kfdfanwflk ld xylamqq"

bl`fa nkg gnwn fq Qmonkwfa Fkwm`ynwflk+


4/48

7

Xyfonyv I}qfkmqq Nxxbfanwflk

Qmonkwmae Fka+ pnq aymnwmg pfwe wem Dmgmynb FW

onycmw fk ofkg+ L}y fkfwfnb dla}q enq immk Gmdmkqm nkg

Elombnkg Qma}yfwv+

Pefbm pm imbfmtm wenw wem xymofqm dly Qmonkwfa

Qvqwmoq Fkwm`ynwflk fq nxxbfanibm fk nkv fkg}qwyv" l}y

}kf~}m muxmyfmkam fk wem Dmgmynb onycmw qxnamxlqfwflkq }q pmbb dly wenw onycmw+

Ld wem wlx =8 ]Q Gmdmkqm Alkwynawlyq" olym wenk 78

nym qmbd/gmqayfimg Qvqwmoq Fkwm`ynwlyq+

Kmnybv 94- ld Dmgmynb @ltmykomkw alkwynawq nym qmw

nqfgm dlyQonbb I}qfkmqqmq+



5/48

=Alxvyfèw 98>8" Nbb Yfèwq Ymqmytmg Qmonkwmae Fka+

Qmonkwmae Fka+ enq nbymngv gmtmblxmg n k}oimy

ld a}wwfk`/mg`m FW xynawfamq nkg qmytfamq fkab}gfk`

Qmonkwfa Qvqwmoq Fkwm`ynwflk" Nyaefwmaw}ym

D}qflk" Aloxymemkqftm Avimy Qma}yfwv nkg

Fkwmbbf`mkw Emnbweanym+

Wefq wel}èw Bmngmyqefx fq `yl}kgmg dfyobv fkxylibmo/ymqlb}wflk3 fk lwemy plygq mnae fkkltnwflk

fq aymnwmg qxmafdfanbbv wl nggymqq n blk`/qwnkgfk` FW

aenbbmk`m+

L}y nifbfwv wl wefkc lk l}y dmmw fq nbql nxxbfmg nw wem

mk`n`momkw bmtmb wefq `ftmq }q n }kf~}m bmtmb ld

dbmufifbfwv pefae fk w}yk ymg}amq xyljmaw yfqc+

Wel}èwBmngmyqefx


6/48

4

Nk Fkkltnwflk Dynomplyc

Nw Qmonkwmae Fka+" Fkkltnwflk fq klw n onkgnwm" fwq l}y xnqqflk



7/480

Qmawflk >:Qmawflk >:

Wem Xylibmopfwe Wyngfwflk Qvqwmo Fkwm`ynwflk



8/485

Pev FW Xyljmawq Dnfb


FW xyljmawq entm n klwlyfl}qbv ef`e dnfb}ym ynwm+ Fd pm

munofkm xyljmawq pefae fktlbtm qf`kfdfankw bmtmbq ldQvqwmoq Fkwm`ynwflk" welqm dnfb}ym ynwmq fkaymnqm+

Wefq fq klw lxfkflk fw enq immk gla}omkwmg fk >88q

ld qw}gfmq+ Qvqwmo Fkwm`ynwflk wmkgq wl im wem olqw

alqwbv xlywflk ld nkv FW i}g`mw ly nkv xnywfa}bny FW

xyljmaw+

Plyqw ld nbb" wefq wynac ymalyg fq lkbv bfcmbv wl `mw plyqm

nq mkwmyxyfqm aloxbmufwv yfqmq nkg wem ~}nkwfwv ld gnwnalkwfk}mq wl yfqm muxlkmkwfnbbv+ Wyngfwflknb Qvqwmoq

Fkwm`ynwflk fq qfoxbv klw gmqf`kmg wl qlbtm wlgnvq

aenbbmk`mq+ Fw o}qw mtlbtm


9/486

Muxmawnwflkq tq+ Xmydlyonkam

Muxmawnwflkq nym `ylpfk` d}ywemy l}w ld nbf`komkw

pfwe mkwmyxyfqm FW q}xxlyw nq xmyqlknb wmaeklbl`fmq

naambmynwm pefbm bny`my qanbm qlb}wflkq il` glpk+



10/48>8

Xylibmo > / Aloxbmufwv

Qvqwmoq Fkwm`ynwflk fq n gfqafxbfkm wenw pnq

gmtmblxmg pfwe olym qxmafdfa xnynomwmyq fk ofkg fk

wem xnqw qvqwmoq ymxymqmkwmg gfymawmg ynwemy wenk

elbfqwfa anxnifbfwfmq+

Qfkam wem >668q" penw pmtm kmmgmg wl onkn`m

fkqwmng nym Qvqwmoq ld Qvqwmoq ly FW malqvqwmoq+Fkwm`ynwflk pfwefk wefq kmp alkwmuw fq muxlkmkwfnbbv

olym aloxbmu }qfk` lkbv wyngfwflknb wmaekf~}mq+

Wyngfwflknb wmaekf~}mq dly qvqwmo fkwm`ynwflk ankklwim mddmawftmbv n}wlonwmg" wemv nym klw qanbnibm ly

dbmufibm wemv pmymkw gmtmblxmg dly wem a}yymkw

xylibmo qmw+



11/48>>Alxvyf`ew 98>8" Nbb Yf`ewq Ymqmytmg Qmonkwmae Fka+

Wem Mkwmyxyfqm Xyl`yno Onkn`momkw Lddfam %XOL& fq

`mkmynbbv aeny`mg pfwe onkn`fk` aloxbmufwv+ Wlgnvq

qvqwmo fkwm`ynwflk ym~}fymq onkn`momkw fkwm`ynwflk nq

pmbb

Wem XOL Onkn`mq Aloxbmufwv


12/48>9

Xylibmo 9 / Omwelglbl`v

Wemym fq kl alkqfqwmkw omwelglbl`v naylqq fkg}qwyv dly

qvqwmoq fkwm`ynwflk+ AOOF ly wem Anykm`fm Ombblk

Qldwpnym Mk`fkmmyfk` Fkqwfw}wm Anxnifbfwv Onw}yfwvOlgmb dly Fkwm`ynwflk" pnq gmtmblxmg dly qldwpnym

gmtmblxomkw nkg wemk ngnxwmg wl fkwm`ynwflk+ Fw pnq

klw i}fbw nq n qvqwmoq fkwm`ynwflk gfqafxbfkm nkg klw

i}fbw pfwe mkwmyxyfqm fkwm`ynwflk fk ofkg+

Olym ldwmk wenk klw qvqwmoq fkwm`ynwflk fq tfmpmg nq n

alylbbnyv nawftfwv wl lwemy `lnbq" q}ae nq qldwpnym

gmtmblxomkw ly qldwpnym gmxblvomkw+ I}fbgfk` ly gmxblvfk`

qldwpnym fkwl qwltmxfxmq fq fk dnaw pemym olqw ld wem alqwq fk

FW mtmkw}nbbv ymq}bw dylo+

A}yymkw xynawfam dnfbq wl ymal`kfzm nkg enykmqq wem

qvkmy`fmq imwpmmk nyaefwmaw}ymq+



13/48>1Alxvyf`ew 98>8" Nbb Yf`ewq Ymqmytmg Qmonkwmae Fka+

QwncmelbgmyOmwelglbl`v

Olqw a}yymkw qvqwmoq fkwm`ynwflk nxxylnaemq dnfbwl xylxmybv ymal`kfzm ly enykmqq qwncmelbgmy

cklpbmg`m ly xnywfafxnwflk+ Wefq nggq

wymomkgl}q yfqc wl xyljmawq


14/48

>7

Xylibmo 1 Wmaekfanb Dla}q

Wem qfk`bm if``mqw wmaekfanb dbnp pfwe a}yymkw qvqwmoq

fkwm`ynwflk wmaekf~}mq fq wem klwflk wenw gnwn enq wl im

qwnkgnygfzmg imdlym fkwm`ynwflk ank laa}y+

Wefq nqq}oxwflk bmngq wl wymomkgl}q muxmkqm" dmp

q}aamqqmq nkg n `mkmynb fknifbfwv wl xymxnym dly wem

onqq ~}nkwfwfmq ld gnwn klp imalofk` ntnfbnibm ilwedylo pfwefk nkv `ftmk mkwmyxyfqm nkg dylo pfwel}w+

Gnwn muaenk`m nkg fkwmylxmynifbfwv ymxymqmkw wem emnyw

ld qvqwmoq fkwm`ynwflk+ Nxxbfanwflk fkwm`ynwflk i}fbgqnwlx wenw dl}kgnwflk elpmtmy wefq fq gfddfa}bw wl

naefmtm fd mnae fkwm`ynwflk nawftfwv fq onkn`mg nq fwq

lpk xyljmaw ynwemy wenk nq xnyw ld wem qvqwmo fwqmbd+



15/48

>=Alxvyf`ew 98>8" Nbb Yf`ewq Ymqmytmg Qmonkwmae Fka+

Qmawflk 9:Qmawflk 9:

Wem Xylofqmld Qmonkwfa Qvqwmoq Fkwm`ynwflk


16/48

>4

Qmonkwfa Qvqwmo Fkwm`ynwflk

Qmonkwfa Qvqwmoq Fkwm`ynwflk fq n Omwelglbl`v" n

Xefblqlxev dly 9>qw Amkw}yv Dmgmynwmg QvqwmoqFkwm`ynwflk nkg nk FW qlb}wflkq xynawfam+

Qmonkwmae Fka+ fq n Qvqwmoq Fkwm`ynwly%QF&+ L}y

aloxnkv fq klw qlbmbv gmgfanwmg wl gmxblvfk` qldwpnym+

Pm q}xxlyw wem mkwfym FW mkwmyxyfqm+ Pm mk`fkmmy

qlb}wflkq dly wem mkwmyxyfqm+

Qmonkwmae Fka+ nbql xyltfgmq fkwm`ynwflk ltmyqf`ew ly

FT $T SFkgmxmkgmkw Tmyfdfanwflk $ Tnbfgnwflk_+

L}y omwelglbl`v fq inqmg }xlk n ynxfg anxnifbfwv

gmxblvomkw xnyngf`o+



17/48

>0

Qmonkwfa Qvqwmoq Fkwm`ynwflk


Qmonkwfa Qvqwmoq Fkwm`ynwflk fq nk mtlb}wflknyv

nxxylnae wl qvqwmoq fkwm`ynwflk nkg mkaloxnqqmq wem

dlbblpfk` mbmomkwq:

Qmonkwfa Dl}kgnwflk Gnwn Nbf`komkw

Xylamqq Nbf`komkw Nxxbfanwflk Nbf`komkw Anxnifbfwv Nqq}ynkam

Qmonkwfa Qvqwmoq Fkwm`ynwflk fq muxymqqmg ilwe weyl}`e

bfkmny %Bl`fanb& nkg yma}yqftm %N`fbm& Bfdmavabmq+ Fw fq}kgmyqwllg wem Bfdmavabmq nym alkwfk}l}q" we}q Bfdmavabm

onkn`momkw qwnvq fk xbnam" q}xxlywfk` mtlb}wflknyv

foxyltmomkwq pfwel}w fka}yyfk` wynkqdlyonwflknb alqwq+


18/48

>5

BfkmnyBfdmavabm Tfmp



19/48

>6

N`fbm Bfdmavabm Tfmp



20/48

98Alxvyf`ew 98>8" Nbb Yf`ewq Ymqmytmg Qmonkwmae Fka+

QQF Ymdmymkam Olgmb

N QQF O e g b


21/48

9>Alxvyf`ew 98>8" Nbb Yf`ewq Ymqmytmg Qmonkwmae Fka+

Nk QQF Omwelglbl`v

FW xyljmaw wmnoq glkw nbpnvq d}bbv muxblfw wem

ymql}yamq ntnfbnibm+ Gftmyqfdfmg wmnoq ank elpmtmy"

altmy o}bwfxbm ymbnwmg lijmawftmq nw wem qnom wfom+

Wem Qmonkwmae Fka+ omwelglbl`v wncmq ngtnkwn`m ld

Dmgmynwmg Xyljmaw Wmnoq ql wenw FW xyljmawq ank im

gmxblvmg nq fkwm`ynwmg fkaymomkwq+

Fkaymomkwnb Fkwm`ynwflk nbblpq dly alkwfk}l}q

nqqmqqomkwq ld xyljmaw emnbwe+ Wem QQF omwelglbl`v

moxblvq `ltmyknkam nkg onw}yfwv" i}w oncmq fw N`fbm+

Xylamqq" Gnwn nkg Qvqwmo Ymalkafbfnwflk ym~}fymq

qxmafnb nwwmkwflk nkg gmgfanwmg wmaeklbl`v wl alkg}aw

l}y nxxylnae lxwfofzmq wefq

@ O we g b


22/48

99

@ltmyknkam Omwelglbl`v

@ltmyknkam fq n Bfdmavabm ld Bfdmavabmq

gnwn nkg xylamqq oncm fw wy}bv wynamnibm+Wem ~}mqwflk fq pemwemy wefq xylamqq

kmmgq wl im i}ygmkqlom ly ank im

ongm N`fbm


Q b wf O w fw N w


23/48

91

Qlb}wflk Onw}yfwv Nqqmqqomkwq


N Onw}yfwv Onwyfu ymxymqmkwq nk muambbmkw

`}fgmxlqw i}w fw ankklw im pyfwwmk fk

qwlkm+ Fw wll pfbb mtlbtm" ql fw qel}bgkw

wncm vmnyq wl `mw amywfdfmg lk penw vl}pmym glfk` vmnyq n`l

We Q wf A wf


24/48


Wem Qmonkwfa Alkkmawflk

Qmonkwfa Wmaeklbl`v nkg Qmonkwfa Pmi Qwnkgnygq

pmym gmtmblxmg pfwe lkm tmyv qxmafnb ymal`kfwflk fk

ofkg Nbb qvqwmoq nkg qvqwmoq nym ymbnwmg weyl}`ebfk`}fqwfaq+

Gnwn ymxymqmkwnwflkq" xyl`ynoofk` bnk`}n`mq"

fkwmykmw xylwlalbq nym nbb qvoilbfa klwnwflkq qlomolym ncfk wl onwemonwfaq nkg lwemyq wl knw}ynb

bnk`}n`m+

Pev fktmkw kmp pnvq wl wynkqbnwm imwpmmk gfnbmawq lkmtmyv }kf~}m xyljmaw" fk mtmyv FW gmxnywomkw pemk pm

al}bg fkqwmng gfymaw mtmyv wynkqbnwflk mtmyvpemym }qfk`

wem qnom qmw ld n`ymmg }xlk y}bmq8" Nbb Yf`ewq Ymqmytmg Qmonkwmae Fka+

Qmawflk 1:Qmawflk 1:

Wem Olgmbdly I}qfkmqq Muxblfwnwflk ld QQF

Q wf F w wf $ M w f FW


27/48


Qmonkwfa Fkwm`ynwflk $ Mkwmyxyfqm FW

Qmonkwfa Qvqwmoq Fkwm`ynwflk bmkgq fwqmbd xmydmawbv wl

allygfknwflk nkg ymalkafbfnwflk ld `blinb fkfwfnwftmq nkg

bny`m/qanbm qvqwmo ld qvqwmoq mktfylkomkwq+

Db fib I f O g b


28/48

95

Qmonkwfa Qvqwmoq Fkwm`ynwflk ank nbql im }qmg dly

xyl`yno allygfknwflk nkg ank im nxxbfmg wl nkv

d}kawflknb glonfk" q}ae nq Emnbweanym Wmaeklbl`v

Dbmufibm I}qfkmqq Olgmb


Ef`e Xyldfbm Qlb}wflkq


29/48

96

Qmonkwfa Qvqwmoq Fkwm`ynwflk fq pmbb/q}fwmg dly ef`e

xyldfbm lxxlyw}kfwfmq q}ae nq Avimy Qma}yfwv $

Iflq}ytmfbbnkam+

Ef`e Xyldfbm Qlb}wflkq


Qmonkwmae QQF Xynawfamq


30/48


Qmonkwmae QQF Xynawfamq

Wem Qmonkwfa Qvqwmoq Fkwm`ynwflk fq ilwe n qlb}wflkq

dynomplyc nkg n i}qfkmqq olgmb dly onkn`fk`

qvqwmoq fkwm`ynwflk dly wem 9>qw amkw}yv+

Qmonkwmae Fka+ fq lkm ld lkbv nil}w wpl glzmk

aloxnkfmq plybgpfgm wenw entm moiynamg qlom dlyo

ld Qmonkwfa Qvqwmo Fkwm`ynwflk pm nym wem lkbvaloxnkv wenw enq nxxbfmg wem alym QQF olgmb wl n

glzmk wny`mwmg FW qlb}wflk xynawfamq q}xxlywfk` n pfgm

qxmawy}o ld d}kawflknb glonfkq+

Wem dlbblpfk` qbfgmq efèbfèw qlom ld wem Qmonkwfa

Qvqwmoq Fkwm`ynwflk xynawfamq wenw pmtm nbymngv

gmxblvmg weyl}è Qmonkwmae Fka+ $ pfwe xnywkmyq

Xyl`yno Bfdmavabm Onkn`momkw


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32/48



Fw fq n Bfdmavabm ld Bfdmavabmq" fk lwemy plygq n

Bfdmavabm qxmafdfanbbv gmqf`kmg wl mkaloxnqq nkg

q}xxlyw wem d}bb ynk`m ld mbmomkwq wenw alkqwfw}wm nk

mkwmyxyfqm FW mktfylkomkw+

Fw fq klw omnkw wl ymxbnam wem lwemy XBOq" i}w ynwemy

wl }kfdv wemo pfwefk wem alkwmuw ld wem mXOL nkg wemmkwmyxyfqm fwqmbd:

Xlywdlbfl Bfdmavabm Onkn`momkw Xyljmaw Bfdmavabm Onkn`momkw

Xylg}aw Bfdmavabm Onkn`momkw Xylamqq Bfdmavabm Onkn`momkw

XBO xyltfgmq n }kfdfmg gnwn dynomplyc }xlk pefae

nbb mXOL xylamqqmq ank im n}wlonwmg $ fkwm`ynwmg+

QQF $ Avimy Qma}yfwv


33/48


QQF $Avimy Qma}yfwv

QQF $ Avimy Qma}yfwv


34/48


QQF$ Avimy Qma}yfwv

Wem Aloxymemkqftm Avimy Qma}yfwv Xynawfam %AAQ&

lddmyq qlb}wflkq nkg anxnifbfwfmq fk qmtmk xyfonyv

anwm`lyfmq" mnae ymxymqmkwfk` n ay}afnb qwn`m fk l}yqlb}wflk nxxylnae:

>+ AAQ/Dl}kgnwflk SQwynwm`v $ Qmonkwfaq_

9+ AAQ/Nyaefwmaw SGmqf`k_

1+ AAQ/Nqq}ym SLxmynwflkq_7+ AAQ/Npnym SNknbvwfaq_

=+ AAQ/Tnbfgnwm SAloxbfnkam_

4+ AAQ/Albbnilynwm

0+ AAQ/Fkwmbbf`mkam

Wem wy}m xlpmy ld l}y lddmyfk`q fq wemfy nifbfwv wl q}xxlyw

fkwm`ynwflk nkg Avimy Qma}yfwv onkn`momkw pfwefk n

qfk`bm" elbfqwfa Bfdmavabm+

Fkwmbbf`mkw Emnbweanym


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1=





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Wem Fkwmbbf`mkw Emnbweanym Xynawfam lddmyq qlb}wflkq nkg

anxnifbfwfmq fk qmtmk xyfonyv anwm`lyfmq" mnae ymxymqmkwfk`

n ay}afnb qwn`m fk l}y qlb}wflk nxxylnae:

>+ fAnym/Dl}kgnwflk SOnkn`momkw $ Qmonkwfaq_

9+ fAnym/Nyaefwmaw SGmqf`k_

1+ fAnym/Xnwfmkw SOnkn`momkw_

7+ fAnym/Xyltfgmy SOnkn`momkw_

=+ fAnym/Gfqaltmyv SGfn`klqwfaq" Cklpbmg`m_

4+ fAnym/Albbnilynwflk

0+ fAnym/Fkwmbbf`mkam SAlkwmuw}nb" Alyymbnwmg_

Wemqm bfdmavabm qwn`mq ly anwm`lyfmq q}xxlyw ilwe elbfqwfa

gnwn fkwmylxmynifbfwv nkg fkwm`ynwflk ld Emnbweanym bfdmavabm

onkn`momkw lijmawftmq ly xyljmawq+

Qmytfam Lyfmkwmg Nyaefwmaw}ym


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38/48



Penw fq Qmytfamq Lyfmkwmg Fkwm`ynwflk %QLF& 8" Nbb Yf`ewq Ymqmytmg Qmonkwmae Fka+

N`fbm MYX

Ynxfg $ Alkwfk}l}q Nqqmqqomkwq Bfdmavabm Onkn`momkw Mkwmyxyfqm Fkwm`ynwflk Anxnifbfwv Nqq}ynkam

Wem Qmonkwmae Fka+ MYX Qlb}wflk fq gftfgmg fkwl weymm

anxnifbfwv anwm`lyfmq" wemv nym:

FT$T MYX Ltmyqf`ew Elbfqwfa MYX Foxbmomkwnwflk MYX Xyljmaw Ymaltmyv

Fk mnae ld wemqm MYX anxnifbfwv anwm`lyfmq pm xyltfgm wem

dlbblpfk` ayfwfanb qmytfamq:

Gvknofa Bmnykfk`


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Gvknofa Bmnykfk`

Gvknofa Bmnykfk`


42/48


Gvknofa Bmnykfk`

Gvknofa Bmnykfk` Ymdmymkam Nyaefwmaw}ym

GBL fq ef`ebv gmxmkgmkw lk n qenymg gfqaltmyv }qmy

fkwmydnam+ Wefq ank im n xlywnb ly n pmi/inqmg

nxxbfanwflk" i}w penw fq foxlywnkw fq wenw fw ymxymqmkwq

n pnv wl ymnae ilwe qwy}aw}ymg $ }kqwy}aw}ymg gnwn ,

alkwmkw+

Bmnykfk` $ naamqq wl ymnb gnwn qel}bg im xyltfgmg

weyl}`e wem qnom fkwmydnam nkqpmyq dylo nknbvwfaq

ank im nxxbfmg wl bmnykfk` alkwmkw nkg ank imalom

xmyqlknb nkg alyxlynwm cklpbmg`m inqmq+ N qenymg Qmonkwfa Bnvmy ank bl`fanbbv fkwm`ynwm nbb

bmnykfk` alkwmkw %$ xlwmkwfnb alkwmkw& pfwe nbb lwemy

mkwmyxyfqm fkdlyonwflk+

Mkwmyxyfqm Nyaefwmaw}ym


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