524 lines
16 KiB
Scheme
524 lines
16 KiB
Scheme
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;-*-mode:scheme-*-
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;;; ;;
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;;; Centre for Speech Technology Research ;;
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;;; University of Edinburgh, UK ;;
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;;; Copyright (c) 1996,1997 ;;
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;;; All Rights Reserved. ;;
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;;; ;;
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;;; Permission is hereby granted, free of charge, to use and distribute ;;
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;;; this software and its documentation without restriction, including ;;
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;;; without limitation the rights to use, copy, modify, merge, publish, ;;
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;;; distribute, sublicense, and/or sell copies of this work, and to ;;
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;;; permit persons to whom this work is furnished to do so, subject to ;;
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;;; the following conditions: ;;
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;;; 1. The code must retain the above copyright notice, this list of ;;
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;;; conditions and the following disclaimer. ;;
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;;; 2. Any modifications must be clearly marked as such. ;;
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;;; 3. Original authors' names are not deleted. ;;
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;;; 4. The authors' names are not used to endorse or promote products ;;
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;;; derived from this software without specific prior written ;;
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;;; permission. ;;
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;;; ;;
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;;; THE UNIVERSITY OF EDINBURGH AND THE CONTRIBUTORS TO THIS WORK ;;
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;;; DISCLAIM ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING ;;
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;;; ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS, IN NO EVENT ;;
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;;; SHALL THE UNIVERSITY OF EDINBURGH NOR THE CONTRIBUTORS BE LIABLE ;;
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;;; FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES ;;
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;;; WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN ;;
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;;; AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ;;
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;;; ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF ;;
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;;; THIS SOFTWARE. ;;
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;;; ;;
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;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
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;;;
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;;; A Stochastic context free grammar for the wp20 tag set with 19
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;;; nonterminals
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;;;
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;;; This was trained from 10,000 sentences (00-04) of the UPenn WSJ tree
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;;; bank using the inside-outside algorithm seeded with the bracketing from
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;;; the treebank. The implementation is the scfg_ suite in the
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;; speech tools and is based on the paper "Inside-Outside
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;;; Reestimation from partially bracketed corpora", F Pereira and
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;;; Y. Schabes. pp 128-135, 30th ACL, Newark, Delaware 1992.
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;;;
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;;; This grammar with 19 nonterminals was trained for 174 passes
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;;; using a fifth of training data each time. It was tested against
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;;; independent data both bracketed and unbracketed. After training,
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;;; all rules with a probability less than 1.0e-6 were pruned.
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;;;
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;;; On an unseen test set of 686 sentences (from wsj/05/) this gets
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;;; 92.2397% bracketing accuracy and 29.5918% sentences fully correct
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;;;
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;;; previous best 15_20 grammar
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;;; 90.2377% bracketing accuracy and 24.7813% sentences fully correct
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;;;
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;;; Training this grammar took a long time. This is best grammar
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;;; by testing grammars varying the number of non-terminals from 11-25
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;;; as the number of NTs increases the time for training also increases
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;;; This 19_20 grammar took 20 days on a Sun Ultra 1 140, but I also
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;;; had to search 11-18 to confirm this is best, which was done with a
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;;; collection of Ultra 140s 170s and Pentium Pros (Linux and FreeBSD)
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;;;
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(0.00593452 NT00 NT00 NT00)
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(0.0319023 NT00 NT00 NT13)
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(0.00105452 NT00 NT00 NT18)
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(0.00061816 NT00 NT02 NT10)
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(0.000399698 NT00 NT02 NT12)
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(0.0383818 NT00 NT05 NT00)
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(0.00011458 NT00 NT06 NT03)
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(0.00164298 NT00 NT06 NT17)
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(0.00153884 NT00 NT07 NT07)
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(0.00118244 NT00 NT07 NT12)
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(0.00171642 NT00 NT07 NT13)
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(0.00031308 NT00 NT07 NT17)
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(0.0949408 NT00 NT09 NT18)
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(0.000932166 NT00 NT10 NT03)
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(0.000150288 NT00 NT10 NT17)
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(0.0152371 NT00 NT12 NT18)
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(0.73409 NT00 NT14 NT13)
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(0.0403652 NT00 NT14 NT18)
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(0.000195643 NT00 NT16 NT07)
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(0.0134222 NT00 NT18 NT13)
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(0.015624 NT00 NT18 NT18)
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(0.00251118 NT01 NT01 NT07)
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(0.00354571 NT01 NT01 NT11)
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(0.22337 NT01 NT01 NT16)
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(0.0467048 NT01 NT02 NT05)
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(0.000518329 NT01 NT04 NT01)
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(0.000100574 NT01 NT06 NT05)
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(0.0480904 NT01 NT07 NT05)
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(0.000358197 NT01 NT11 NT11)
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(0.00278007 NT01 NT16 NT05)
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(0.000179198 NT01 NT16 NT15)
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(0.00140099 NT01 n)
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(0.00228587 NT01 v)
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(0.524988 NT01 dt)
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(0.00128028 NT01 in)
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(0.0660845 NT01 j)
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(0.0131026 NT01 cd)
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(0.00584238 NT01 r)
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(0.0548382 NT01 prp)
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(0.000445004 NT01 wdt)
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(0.00135794 NT01 wp)
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(0.000195991 NT01 wrb)
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(0.000264526 NT02 NT01 NT01)
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(0.00243627 NT02 NT01 NT02)
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(0.613543 NT02 NT01 NT07)
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(0.00180865 NT02 NT01 NT11)
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(0.0042804 NT02 NT01 NT16)
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(0.0392418 NT02 NT02 NT07)
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(0.026104 NT02 NT02 NT12)
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(0.000916683 NT02 NT02 NT16)
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(0.00158862 NT02 NT04 NT01)
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(0.000206161 NT02 NT04 NT02)
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(0.00343189 NT02 NT04 NT16)
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(0.000417113 NT02 NT07 NT05)
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(0.0988457 NT02 NT07 NT07)
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(0.000931386 NT02 NT07 NT11)
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(0.00073236 NT02 NT07 NT12)
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(0.000153421 NT02 NT10 NT13)
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(0.00163484 NT02 NT11 NT02)
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(0.0379562 NT02 NT11 NT07)
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(0.0149 NT02 NT11 NT11)
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(0.00105811 NT02 NT11 NT12)
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(0.000175184 NT02 NT16 NT02)
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(0.0403395 NT02 NT16 NT07)
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(0.00297703 NT02 NT16 NT12)
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(0.0875026 NT02 n)
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(0.00496719 NT02 v)
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(0.000409658 NT02 dt)
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(0.00239978 NT02 j)
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(0.010203 NT02 r)
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(0.000194628 NT02 pdt)
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(0.000377009 NT03 NT04 NT02)
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(0.11551 NT03 NT08 NT13)
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(0.347629 NT03 NT09 NT13)
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(0.484911 NT03 NT10 NT13)
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(0.00188291 NT03 NT11 NT12)
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(0.0495461 NT03 NT17 NT13)
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(0.00918797 NT04 NT03 NT05)
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(0.000303954 NT04 NT04 NT02)
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(0.00284848 NT04 NT04 NT04)
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(0.00710115 NT04 NT04 NT12)
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(0.000597744 NT04 NT04 NT15)
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(0.000377075 NT04 NT04 NT16)
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(0.00130088 NT04 NT09 NT05)
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(0.00175428 NT04 NT10 NT13)
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(0.000127716 NT04 NT15 NT04)
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(0.00013648 NT04 NT15 NT06)
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(0.00045093 NT04 NT15 NT07)
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(0.000626479 NT04 NT15 NT16)
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(0.000563588 NT04 NT16 NT15)
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(0.0232089 NT04 NT17 NT05)
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(0.000138094 NT04 NT17 NT15)
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(0.00094009 NT04 n)
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(0.671108 NT04 v)
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(0.0150619 NT04 punc)
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(0.00056566 NT04 dt)
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(0.144629 NT04 r)
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(0.00270621 NT04 prp)
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(0.0449587 NT04 to)
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(0.0543755 NT04 md)
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(0.00839747 NT04 wdt)
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(0.00813689 NT04 wp)
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(0.000560496 NT05 NT07 NT05)
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(0.000901219 NT05 NT15 NT07)
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(0.180172 NT05 punc)
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(0.533041 NT05 cc)
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(0.285244 NT05 pos)
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(0.00164003 NT06 NT00 NT13)
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(0.00222915 NT06 NT01 NT06)
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(0.275903 NT06 NT01 NT07)
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(0.00191616 NT06 NT01 NT11)
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(0.00316549 NT06 NT01 NT12)
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(0.000730143 NT06 NT01 NT14)
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(0.000559842 NT06 NT02 NT06)
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(0.0236744 NT06 NT02 NT07)
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(0.00284929 NT06 NT02 NT09)
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(0.155052 NT06 NT02 NT12)
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(0.00387995 NT06 NT02 NT14)
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(0.0161403 NT06 NT02 NT18)
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(0.000110944 NT06 NT04 NT01)
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(0.00237845 NT06 NT04 NT02)
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(0.00625142 NT06 NT04 NT06)
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(0.00118802 NT06 NT04 NT08)
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(0.000132901 NT06 NT04 NT10)
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(0.000192545 NT06 NT04 NT11)
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(0.000199118 NT06 NT06 NT01)
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(0.0081704 NT06 NT06 NT12)
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(0.00198439 NT06 NT06 NT14)
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(0.000889455 NT06 NT06 NT18)
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(0.00142038 NT06 NT07 NT05)
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(0.0820095 NT06 NT07 NT07)
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(0.000112894 NT06 NT07 NT09)
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(0.0220243 NT06 NT07 NT12)
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(0.000133911 NT06 NT07 NT14)
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(0.00100807 NT06 NT07 NT17)
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(0.000191764 NT06 NT08 NT13)
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(0.000340112 NT06 NT10 NT08)
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(0.000126776 NT06 NT10 NT09)
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(0.0136266 NT06 NT10 NT12)
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(0.00867414 NT06 NT10 NT13)
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(0.00341334 NT06 NT10 NT18)
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(0.00154851 NT06 NT11 NT12)
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(0.00104947 NT06 NT12 NT12)
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(0.000219189 NT06 NT14 NT05)
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(0.00313879 NT06 NT14 NT13)
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(0.000745073 NT06 NT15 NT02)
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(0.000433144 NT06 NT15 NT06)
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(0.000159867 NT06 NT15 NT16)
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(0.00124313 NT06 NT16 NT02)
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(0.00918606 NT06 NT16 NT07)
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(0.00373496 NT06 NT16 NT12)
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(0.014053 NT06 NT18 NT13)
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(0.0155714 NT06 n)
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(0.00123379 NT06 punc)
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(0.0152764 NT06 dt)
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(0.00123486 NT06 j)
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(0.00359625 NT06 r)
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(0.212966 NT06 prp)
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(0.00199168 NT06 cc)
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(0.0383471 NT06 wdt)
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(0.0182587 NT06 wp)
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(0.00204833 NT06 wrb)
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(0.0109929 NT06 ex)
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(0.0011995 NT07 NT05 NT16)
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(0.119588 NT07 NT07 NT07)
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(0.000353596 NT07 NT07 NT11)
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(0.000177793 NT07 NT07 NT12)
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(0.00101956 NT07 NT11 NT11)
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(0.000357614 NT07 NT15 NT01)
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(0.00084812 NT07 NT15 NT06)
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(0.0182872 NT07 NT16 NT07)
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(0.00018607 NT07 NT16 NT11)
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(0.856315 NT07 n)
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(0.000736333 NT07 v)
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(0.000645479 NT08 NT00 NT09)
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(0.000990156 NT08 NT01 NT02)
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(0.0410251 NT08 NT01 NT07)
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(0.0013863 NT08 NT01 NT09)
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(0.000242552 NT08 NT01 NT12)
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(0.00174478 NT08 NT01 NT14)
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(0.000596656 NT08 NT01 NT16)
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(0.00130945 NT08 NT02 NT07)
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(0.166303 NT08 NT02 NT09)
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(0.0143253 NT08 NT02 NT12)
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(0.0113813 NT08 NT02 NT14)
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(0.000597887 NT08 NT02 NT16)
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(0.0133053 NT08 NT03 NT09)
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(0.0109076 NT08 NT03 NT17)
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(0.000211313 NT08 NT04 NT01)
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(0.0105796 NT08 NT04 NT02)
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(0.00440181 NT08 NT04 NT04)
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(0.00203737 NT08 NT04 NT06)
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(0.213275 NT08 NT04 NT08)
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(0.0781169 NT08 NT04 NT09)
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(0.0190657 NT08 NT04 NT10)
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(0.00319326 NT08 NT04 NT12)
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(0.000693766 NT08 NT04 NT15)
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(0.00112226 NT08 NT04 NT16)
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(0.00117025 NT08 NT06 NT02)
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(0.00807496 NT08 NT06 NT08)
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(0.0183971 NT08 NT06 NT09)
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(0.00127343 NT08 NT06 NT14)
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(0.0322725 NT08 NT06 NT17)
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(0.00396897 NT08 NT07 NT07)
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(0.0154729 NT08 NT07 NT09)
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(0.000708139 NT08 NT07 NT10)
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(0.00186499 NT08 NT07 NT11)
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(0.000701346 NT08 NT07 NT14)
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(0.0116278 NT08 NT08 NT09)
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(0.0965117 NT08 NT10 NT09)
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(0.000142086 NT08 NT10 NT12)
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(0.000210725 NT08 NT10 NT14)
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(0.00336223 NT08 NT11 NT07)
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(0.00183799 NT08 NT11 NT09)
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(0.00109249 NT08 NT11 NT11)
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(0.000880671 NT08 NT11 NT12)
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(0.0032493 NT08 NT12 NT08)
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(0.0372072 NT08 NT12 NT09)
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(0.00113127 NT08 NT12 NT12)
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(0.00892231 NT08 NT15 NT02)
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(0.00383754 NT08 NT15 NT06)
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(0.000528365 NT08 NT15 NT07)
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(0.0060705 NT08 NT15 NT08)
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(0.00853698 NT08 NT15 NT10)
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(0.0349777 NT08 NT15 NT14)
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(0.000202857 NT08 NT16 NT06)
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(0.00709689 NT08 NT16 NT07)
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(0.000240097 NT08 NT16 NT08)
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(0.0401819 NT08 NT16 NT09)
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(0.00124754 NT08 NT16 NT14)
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(0.00862498 NT08 n)
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(0.0115193 NT08 v)
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(0.000974267 NT08 in)
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(0.0169837 NT08 j)
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(0.00626434 NT08 r)
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(0.00437851 NT08 prp)
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(0.0062359 NT09 NT01 NT07)
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(0.000165196 NT09 NT01 NT14)
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(0.00151872 NT09 NT02 NT04)
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(0.000660061 NT09 NT02 NT15)
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(0.000434321 NT09 NT02 NT16)
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(0.00805872 NT09 NT03 NT09)
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(0.000180982 NT09 NT04 NT08)
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(0.050609 NT09 NT04 NT09)
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(0.000307442 NT09 NT04 NT15)
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(0.00281491 NT09 NT04 NT17)
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(0.000295911 NT09 NT06 NT15)
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(0.00133828 NT09 NT07 NT11)
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(0.0235741 NT09 NT12 NT09)
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(0.00121997 NT09 NT12 NT12)
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(0.00391762 NT09 NT15 NT01)
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(0.173027 NT09 NT15 NT02)
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(0.000462089 NT09 NT15 NT06)
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(0.0276663 NT09 NT15 NT07)
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(0.210483 NT09 NT15 NT08)
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(0.000177004 NT09 NT15 NT09)
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(0.243402 NT09 NT15 NT10)
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(0.0174403 NT09 NT15 NT11)
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(0.00646962 NT09 NT15 NT12)
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(0.155174 NT09 NT15 NT14)
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(0.00930502 NT09 NT15 NT17)
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(0.000311399 NT09 NT16 NT02)
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(0.0052031 NT09 NT16 NT07)
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(0.00742336 NT09 NT16 NT09)
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(0.000409254 NT09 in)
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(0.0019424 NT09 j)
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(0.0393282 NT09 r)
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(0.00016039 NT09 prp)
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(0.00268682 NT10 NT01 NT07)
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(0.00173594 NT10 NT01 NT09)
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(0.00550051 NT10 NT01 NT10)
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(0.00269002 NT10 NT01 NT11)
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(0.00881491 NT10 NT01 NT12)
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(0.0158503 NT10 NT02 NT02)
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(0.00229071 NT10 NT02 NT07)
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(0.00765082 NT10 NT02 NT09)
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(0.00102327 NT10 NT02 NT11)
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(0.474288 NT10 NT02 NT12)
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(0.0119086 NT10 NT02 NT14)
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(0.000270767 NT10 NT02 NT15)
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(0.00425023 NT10 NT02 NT16)
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(0.0533347 NT10 NT04 NT02)
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(0.00286524 NT10 NT04 NT06)
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(0.0687658 NT10 NT04 NT10)
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(0.0157381 NT10 NT04 NT12)
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(0.000809508 NT10 NT05 NT12)
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(0.00188343 NT10 NT06 NT04)
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(0.000155481 NT10 NT06 NT09)
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(0.00569591 NT10 NT06 NT14)
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(0.00233367 NT10 NT06 NT17)
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(0.000189475 NT10 NT07 NT05)
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(0.018548 NT10 NT07 NT07)
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(0.00472354 NT10 NT07 NT09)
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(0.0121145 NT10 NT07 NT11)
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(0.0698482 NT10 NT07 NT12)
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(0.000402661 NT10 NT07 NT16)
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(0.00183044 NT10 NT07 NT17)
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(0.00166519 NT10 NT10 NT02)
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(0.015445 NT10 NT10 NT09)
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(0.019208 NT10 NT10 NT12)
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(0.000942866 NT10 NT10 NT18)
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(0.00149941 NT10 NT11 NT01)
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(0.00624706 NT10 NT11 NT02)
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(0.0381755 NT10 NT11 NT11)
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(0.00754256 NT10 NT11 NT12)
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(0.00139213 NT10 NT15 NT02)
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(0.000523505 NT10 NT15 NT06)
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(0.0015256 NT10 NT15 NT10)
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(0.00119525 NT10 NT15 NT12)
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(0.00683524 NT10 NT16 NT02)
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(0.000398591 NT10 NT16 NT04)
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(0.0701558 NT10 NT16 NT07)
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(0.00198721 NT10 NT16 NT11)
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(0.0075364 NT10 NT16 NT12)
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(0.0186618 NT10 n)
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(0.000591828 NT10 uh)
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(0.157827 NT11 NT11 NT11)
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(0.0422576 NT11 NT15 NT11)
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(0.00247895 NT11 NT15 NT16)
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(0.000257833 NT11 dt)
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(0.754818 NT11 cd)
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(0.0421123 NT11 r)
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(0.00236916 NT12 NT01 NT07)
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(0.000118511 NT12 NT02 NT16)
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(0.00638739 NT12 NT04 NT02)
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(0.0055731 NT12 NT04 NT04)
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(0.0340903 NT12 NT04 NT12)
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(0.00102031 NT12 NT04 NT15)
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(0.00143793 NT12 NT04 NT16)
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(0.000102621 NT12 NT04 NT17)
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(0.0032774 NT12 NT06 NT04)
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(0.000366976 NT12 NT07 NT07)
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(0.00218153 NT12 NT07 NT11)
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(0.0117989 NT12 NT11 NT07)
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(0.00303601 NT12 NT12 NT12)
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