{
    "paper_id": "M93-1034",
    "header": {
        "generated_with": "S2ORC 1.0.0",
        "date_generated": "2023-01-19T03:14:20.130217Z"
    },
    "title": "APPENDIX B : MUC-5 TEST SCORES",
    "authors": [],
    "year": "",
    "venue": null,
    "identifiers": {},
    "abstract": "This appendix contains the summary score reports for each system on the MUC-5 evaluation. The reports are ordered by language/domain (EJV, JJV, EME, JME) and secondarily by site (in alphabetical order). Deeper investigation into system performance may be done on the basis of template-by-template scor e reports, which detail the performance of the system on each article in the test set. The template-by-template score reports are not included in this appendix. A brief introduction to reading the score reports is presented here. Some information on the performance metrics may also be found in the paper, \"Tipster/MUC-5 Information Extraction System Evaluation\" by B. Sundheim in this volume. Further description of the score report and further definition and explanation of the scoring categories and performance metrics may be found in this volume in the paper titled \"MUC-5 Evaluatio n Metrics\" by N. Chinchor and B. Sundheim. The first column in the report, SLOT, contains one of the following three types of label: A slot name, e.g ., conten t An object name, e .g ., <template> The word \"subtotals \" Of the three types of rows, the one of primary interest is the one labeled with a slot name. The rows labeled with an object name may be disregarded. The rows containing subtotals may be of interest to those interested in performance on the various types of objects in the template. The following tallies for the test set are presented in columns in the score reports : POS Number possible (= COR+PAR+INC+MIS), i .e., the number of fills a system should generate. This value is somewhat variable among systems because of alternative cardinalities of slot fills allowed for in the answer key. ACT Number \"actual\" (= COR+PAR+INC+SPU), i .e., the number of fills generated by the system under evaluation C OR Number correct PAR Number partially correct IN C Number incorrect S P U Number spuriou s MIS Number missing NON Number \" noncommittal ,\" i.e., number of null slot fills generated by system, where the fill is also null in the answer ke y The rightmost columns in the report contain the scores for the following extraction metrics : ERR Error per response fill = (.SPAR+INC+SPU+MIS)/(COR+PAR+INC+SPU+MIS) UND Undergeneration = MIS/P O S OV G Overgeneration = SPU/AC T SUB Substitution = (.SPAR+INC)/(COR+PAR+INC) REC Recall = (COR+ .5PAR)/PO S PRE Precision = (COR+ .SPAR)/ACT None of the above metrics includes the NON scoring category in its computation. Readers who wish to consider noncommittal fills to be correct may revise the formulas by including NON in all denominators and i n those numerators where COR appears. Note, however, that the high undergeneration scores obtained by mos t systems on many slots in the evaluation places in question the value of considering noncommittal fills to b e correct .",
    "pdf_parse": {
        "paper_id": "M93-1034",
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        "abstract": [
            {
                "text": "This appendix contains the summary score reports for each system on the MUC-5 evaluation. The reports are ordered by language/domain (EJV, JJV, EME, JME) and secondarily by site (in alphabetical order). Deeper investigation into system performance may be done on the basis of template-by-template scor e reports, which detail the performance of the system on each article in the test set. The template-by-template score reports are not included in this appendix. A brief introduction to reading the score reports is presented here. Some information on the performance metrics may also be found in the paper, \"Tipster/MUC-5 Information Extraction System Evaluation\" by B. Sundheim in this volume. Further description of the score report and further definition and explanation of the scoring categories and performance metrics may be found in this volume in the paper titled \"MUC-5 Evaluatio n Metrics\" by N. Chinchor and B. Sundheim. The first column in the report, SLOT, contains one of the following three types of label: A slot name, e.g ., conten t An object name, e .g ., <template> The word \"subtotals \" Of the three types of rows, the one of primary interest is the one labeled with a slot name. The rows labeled with an object name may be disregarded. The rows containing subtotals may be of interest to those interested in performance on the various types of objects in the template. The following tallies for the test set are presented in columns in the score reports : POS Number possible (= COR+PAR+INC+MIS), i .e., the number of fills a system should generate. This value is somewhat variable among systems because of alternative cardinalities of slot fills allowed for in the answer key. ACT Number \"actual\" (= COR+PAR+INC+SPU), i .e., the number of fills generated by the system under evaluation C OR Number correct PAR Number partially correct IN C Number incorrect S P U Number spuriou s MIS Number missing NON Number \" noncommittal ,\" i.e., number of null slot fills generated by system, where the fill is also null in the answer ke y The rightmost columns in the report contain the scores for the following extraction metrics : ERR Error per response fill = (.SPAR+INC+SPU+MIS)/(COR+PAR+INC+SPU+MIS) UND Undergeneration = MIS/P O S OV G Overgeneration = SPU/AC T SUB Substitution = (.SPAR+INC)/(COR+PAR+INC) REC Recall = (COR+ .5PAR)/PO S PRE Precision = (COR+ .SPAR)/ACT None of the above metrics includes the NON scoring category in its computation. Readers who wish to consider noncommittal fills to be correct may revise the formulas by including NON in all denominators and i n those numerators where COR appears. Note, however, that the high undergeneration scores obtained by mos t systems on many slots in the evaluation places in question the value of considering noncommittal fills to b e correct .",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "Abstract",
                "sec_num": null
            }
        ],
        "body_text": [
            {
                "text": "The first two rows at the bottom of the report are the ALL-OBJECTS and MATCHED-ONLY rows . These offer two options in the way the ERR, UND, OVG, SUB, REC, and PRE scores are computed .",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "",
                "sec_num": null
            },
            {
                "text": "gives the official overall tallies and overall ERR, UND, OVG, SUB, REC, and PRE scores. The tallies in POS, ACT, COR, PAR, INC, SPU, MIS, and NON columns add up to the ALL-OBJECTS values, but not all rows are considered. The rows that are not considered arc th e object rows (i.e ., those where the entry in the SLOT column is an object name), the subtotal rows (sinc e they simply sum up the tallies for the scored slots in each object), and the following slot rows in th e <template> object: doc-nr, doc-date, and doc-source (these appear only in the EJV and JJV fulltemplate reports).",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "ALL-OBJECTS",
                "sec_num": null
            },
            {
                "text": "MATCHED-ONLY contains tallies and scores given a method of scoring that eliminates slot-fil l penalties in the case where the system under evaluation failed to generate an expected object and in the cas e where it generated a spurious object . The tallies in the slot rows do not sum up to the totals contained in the MATCHED-ONLY row .",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "ALL-OBJECTS",
                "sec_num": null
            },
            {
                "text": "The scores for the metrics in the ALL-OBJECTS and MATCHED-ONLY rows are not computed by averaging the scores in the individual slot rows, but instead are computed on the basis of the tally totals containe d in the ALL-OBJECTS or MATCHED-ONLY row.",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "ALL-OBJECTS",
                "sec_num": null
            },
            {
                "text": "The remaining rows at the bottom of the report contain scores for the following metrics :",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "ALL-OBJECTS",
                "sec_num": null
            },
            {
                "text": "Text filtering (document detection )",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "TEXT-FILTERING",
                "sec_num": null
            },
            {
                "text": "Richness-normalized error (normalized version o f error per response fill)",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "RICHNESS-NORMALIZED-ERROR",
                "sec_num": null
            },
            {
                "text": "Error rate per word F-MEASURES F-measures (weighted combination of recall an d precision)",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "ERROR-RATE-PER-WORD",
                "sec_num": null
            },
            {
                "text": "The formulation of each of the above metrics is described below.",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "ERROR-RATE-PER-WORD",
                "sec_num": null
            },
            {
                "text": "Text-filtering scores are computed on the basis of relevant/nonrelevant decisions made by th e system for the text as a whole, not on the basis of tallies in the slot rows . Some of the score category columns are used to contain the tallies for these decisions across the test set : COR (decides relevan t and relevant is correct), SPU (decides relevant and nonrelevant is correct), MIS (decides nonrelevan t and relevant is correct), and NON (decides nonrelevant and nonrelevant is correct) . Text-filtering formulas are therefore as follows : REC = COR/(COR+MIS); PRE = COR/(COR+SPU) ; UN D = MIS/(COR+MIS); OVG = SPU/(COR+SPU) .",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "ERROR-RATE-PER-WORD",
                "sec_num": null
            },
            {
                "text": "Two values of richness-normalized error are computed . The formulas are as follows : Min-err = Wrong/All-fills, Max-err = Wrong/Req-fills . There will be a range of fill counts from the minimum number of fills required (Req-fills) to the maximum number of fills allowed (All-fills) , according to the answer key . These values are almost, but not quite, system-independent .",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "ERROR-RATE-PER-WORD",
                "sec_num": null
            },
            {
                "text": "Error rate per word is computed as Wrong/Word-count . The scores for Japanese are no t accurate .",
                "cite_spans": [],
                "ref_spans": [],
                "eq_spans": [],
                "section": "ERROR-RATE-PER-WORD",
                "sec_num": null
            },
            {
                "text": "F-measure scores corresponding to three different weightings of precision relative to recall arc computed. The P&R value weights precision the same as recall ; the 2P&R value gives twice th e weight to precision ; the P&2R value weights precision half as much as recall . The general formul a is F = ((3 2+1 .0)xPxR/(6 2xP)+R, where is the weighting factor . EJV Summary Scores BBN PLUM Syste m Test   SLOT  PIS  ACT  COR  PAR  INC  SPU  MIS  NON  ERR  UND OVG  SUB  REC  PRE  template>   282  282  0  0  0  0  0  0  0  0  0  100  100  doc-nr   282  282  0  0  0  0  0  0  0  0  0  100  100  doc-date   282  273  0  2  7  0  0  3  0  2  1  99  97  doc-source   213  207  0  0  6  69  0  26  25  3  0  75 282  0  0  0  0  0  0  0  0  0  100  100  282  0  0  0  0  0  0  0  0  0  100  100  275  0  0  0  0  7  0  0  0  0  100  100  276  0  0  6  0  0  2   2  0  100  98  289  0  6  94 doc-nr  282  282   0  0  0  0  0   0   0  100  100  doc-date  275  274  274  0  0  0  7  0   0  0  100  100  doc-source  276   276  0  0  6  0  0  2   2  0  100  9 8  content   327  151  0  104 0  92  91  12  3  8  85  type  379  41  34  0  2  5  343  0  91  90  12  6  9  83  prod-sery  799  73  32  2  24  15  741  1  96  93  20  43  4  45  subtotals  1178  114  66  2  26  20  1084  1  94  92  18  29  6  59  <facility>  164  1  0  0  0  163  0  99  99  0  0  1  100  name  35  0  0  0  0  0  35  1  100  100  *  *   0  *   location  142  0  0  0  0  0  142  0  100  100  *  *   0  *   type  163  1  0  0  0  162  0  99  99  0  0  1  100  subtotals  340  1  0  0  0  339  1  100  100  0  0  0  10 0  <person>  118  1  0  0  0  117  0  99  99  0  0  1  10 0  name  118  1  0  0  1  0  117  0  100  99  0  100  0  0  entity  118  1  0  0  0  117  0  99  99  0  0  1  10 0  position  136  1  0  0  1  0  135  0  100  99  0  100  0  0  subtotals  372  3  0  2  0  369  0  100  99  0  67  0  3 3  <ownership>  102  1  0  0  0  101  0  99  99  0  0  1  10 0  time  21  0  0  0  0  0  21  1  100 TEXT-FILTERING  251  239   RICHNESS-NORMALIZED-ERROR   ERROR-RATE-PER-WORD   F-MEASURES    39  100  144  895 1300  47  30  6   55   220  --31  12  -12  8  -2  Wrong  Req-fills  All-fills  Mm-err  Max- 103  27  20  0  5  2  78  0  81  76  19  74  time  22  0  0  0  0  0  22  18  100  100  0  *  owned  103  22  7  0  14  1  82  0  93  80  7  32  capital  28  17  8  0  8  1  12  1  72  43  28  47  owner%  376  25  13  1  8  3  354  4  96  94  4  54  subtotals  529  64  28  1  30  5  470  23  95  89  5  4 4  <revenue>  23  0  0  0  0  0  23  0  100  100  0  *  type  23  0  0  0  0  0  23 .  0  100  100  0  *  total  15  0  0  0  0  0  15  0  100  100  0  *  total-eta  11  0  0  0  0  0  11  0  100  100  0  s  rate  8  0  0  0  0  0  8  0  100  100  0  *  rate-eta  0  0  0  0  0  0  0  0  *  *  *  *  subtotals  57  0  0  0  0  0  57  0  100  100  0  *  <time>  149  10  1  0  3  6  145  0  99  97  1 0  after  16  0  0  0  0  0  16  0  100  100  0  *  before  27  0  0  0  0  0  27  0  100  100  0  *  during  91  7  1  0  3  3  87  0  99  96  1 4  on  19  0  0  0  0  0  19  0  100  100  0  *  subtotals  153  7  1  0  3  3  149  0  99  97  14  ALL-OBJECTS   12090 5635 -2864  58  81 1709 8064 1821  /9  67   28  24  5 1  MATCHED-ONLY  4059 2864  58  81  1821  46  27   19  59  7 1  TEXT-FILTERING  251  208  192  16   15  24   76  92  Wrong  Reglills  All-fills  Mm-err  Max-er 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 0   100  10 0  content  203  219   0  5  55  39  3  38  19  25  3  78  73  subtotals  203  219  159  0  5  55  39  3  38  19  25  3 PRE  <template>   150  150  0  0  0  0  0  0  0  0  0  100  100  doc-nr  150   150  0     0  0  0   0  100   doc-date  149  150   0  2  1    2  0  1   99  98  doc-source  150    0  0    0  100 1 6  20  0  0  0  2  0  3  0  25  1 3  1 3  3  2  1 8  17  6  6  0  22  0  2 8  1  63   0  180  180  171  198  29  3  17 1  40 1  180 \u2022  device   3  2  0  0  1  4  2  71  67  33  0  33  67  equipment   14  4  0  1  9  5  0  79  50  64  20  40  2 8  subtotals   28  9  0  5  14  25  20  83  64  50  36  23  32  <packaging>   15  8  0  0  7  4  0  58  33  47  0  67  5 3  type   15  8  0  0  7  4  0  58  33  47  0  67  5 3  pitch   0  0  0  0  0  0  8  \u2022  \u2022  *  *  \u2022  \u2022  material   13  3  0  0  10  1  4  78  25  77  0  75  2 3  p-l-count   5  5  0  0  0  1  3  17  17  0  0  83  10 0  units   0  0  0  0  0  0  8  \u2022  \u2022  \u2022  *  *  *  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                        "text": "Test   SLOT  PIS  ACT  COR  PAR  INC  SPU  MIS  NON  ERR  UND OVG  SUB  REC  PRE  template>   282  282  0  0  0  0  0  0  0  0  0  100  100  doc-nr   282  282  0  0  0  0  0  0  0  0  0  100  100  doc-date   282  273  0  2  7  0  0  3  0  2  1  99  97  doc-source   213  207  0  0  6  69  0  26  25  3  0  75",
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                        "text": "TEXT-FILTERING  251  239   RICHNESS-NORMALIZED-ERROR   ERROR-RATE-PER-WORD   F-MEASURES    39  100  144  895 1300  47  30  6   55   220  --31  12  -12  8  -2  Wrong  Req-fills  All-fills  Mm-err  Max-",
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                    },
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                        "text": "PRE  <template>  282  280   0  0  0  2    1  0   99  100  doc-nr     0  0   2  0  1  1   0   100  doc-date   199  196  0   0   7  29  28    71  9 8  doc-source  276  280  274  0  0  6  2  0  3   2  0  99",
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            {
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                "section": "annex",
                "sec_num": null
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                "content": "<table><tr><td>MATCHED-ONLY TEXT-FILTERING \u20221a s : MATCHED-ONLY TEXT-FILTERING EJV Summary Scores 4534 339 3 251 217 1 :I 4330 3151 251 185 SRA SOLOMON System MATCHED-ONLY 4881 3825 TEXT-FILTERING 251 201 EJV Summary Scores SRI FASTUS Syste m law* : 11' ' MATCHED-ONLY 6345 5254 TEXT-FILTERING 251 EJV Summary Scores 111-\u2022 . I k EJV Summary Scores ALL-OBJECTS 12078 5869 EJV Summary Scores TRW DEFT System MATCHED-ONLY 566 22 5 TEXT-FILTERING 251 63 Umass/Hughes CIRCUS System 204 221 168 187 4111 3088 66 58 MATCHED-ONLY 5772 4137 3088 TEXT-FILTERING 251 164 UNISYS CBAS System</td><td>41 --77 T37 -11 -137 -</td><td>57 -107 50 T61 -4 -161 -</td><td>258 13 296 17 300 14 425 1639 83 5 313</td><td>1399 1928 18 1921 83 14 1356 2045 17 1516 2840 7848 24 6 424 112 193 1948 2793 87 21</td><td>-51 -48 -39 77 -89 -48 -</td><td>31 34 33 28 25 65 75 77 35</td><td>8 9 9 8 28 10 37 8 8 6</td><td>15 21 -23 -14 25 -50 -I7 -</td><td>59 81 67 56 74 26 13</td><td>78 72 9 1 79 92</td></tr><tr><td colspan=\"11\">92862 2P&amp;R 41 .77 SPU MIS 0 56 129 0 56 129 56 129 56 129 87 459 26 146 169 734 59 544 65 486 72 215 118 262 78 200 59 544 168 702 560 2409 98 185 186 504 20 229 98 185 101 183 405 1101 1190 4373 384 754 16 59 Word-count INC P&amp;R 32.64 0 PAR 0 0 0 30 0 30 0 63 0 80 0 13 0 156 0 50 34 95 2 6 11 23 0 12 0 56 0 97 47 289 0 51 0 90 0 17 0 138 0 96 0 341 47 75 47 75 --Wrong Error-rate 0.1164 P&amp;2R 26.79 NON ERR 0 0 15 53 15 53 0 53 0 61 0 71 74 90 74 71 0 63 7 71 165 68 181 93 225 84 0 64 0 73 578 73 0 62 0 73 74 93 0 79 0 71 74 76 741 72 741 40 15 6402 . 5 P&amp;R 92862 2P&amp;R 0.0689 P&amp;2R 40.08 47 .61 34.62 PAR INC SPU MIS NON ERR 0 1 0 0 0 0 1 0 0 0 0 72 7 26 0 6 1 0 2 0 130 98 18 58 0 52 130 98 58 0 51 129 99 0 58 0 129 99 0 0 42 77 502 0 72 0 18 116 117 63 85 0 0 8 82 137 82 0 7 12 327 14 87 0 151 342 1127 214 75 0 86 45 516 0 63 25 112 45 473 14 70 3 5 27 231 203 68 4 4 9 281 242 89 0 9 31 232 271 92 0 108 45 516 0 66 0 81 52 751 0 73 0 0 3 115 329 98 0 0 0 81 355 100 32 319 212 2680 1414 74 0 36 51 208 0 60 0 50 61 565 0 71 0 12 28 221 64 88 0 122 51 208 0 78 0 77 54 206 0 69 0 261 194 1200 64 75 0 4 7 321 0 84 0 11 7 353 0 87 1 8 17 520 17 96 0 0 0 103 44 100 0 0 0 16 57 100 0 0 0 23 59 100 1 19 24 1015 177 93 0 9 5 344 0 86 0 1 8 334 1 89 8 57 30 684 1 92 8 58 38 1018 2 91 0 0 0 164 0 100 0 0 0 35 0 100 0 0 0 142 0 100 0 0 0 163 0 100 0 0 0 340 0 100 0 1 1 113 0 97 0 1 1 113 0 97 0 2 1 113 0 97 0 2 1 131 0 98 0 5 3 357 0 97 0 0 4 78 0 77 0 0 0 21 20 100 0 6 3 90 0 94 0 0 0 27 19 100 0 15 8 314 0 88 0 21 11 452 39 90 0 0 0 23 0 100 0 0 0 23 0 100 0 0 0 15 0 100 0 0 0 11 0 100 0 0 0 8 0 100 0 0 0 0 0 * 0 0 0 57 0 100 0 0 0 149 0 100 0 0 0 16 0 100 0 0 0 27 0 100 0 0 0 91 0 100 0 0 0 19 0 100 0 0 0 153 0 100 Wrong Req-fills All-fills .5 11797 12122 Wrong Word-count Error-rat e 10357 .5 92862 0.111 5 P&amp;R 2P&amp;R P&amp;2R 32 .11 44 .15 25.23 PAR INC SPU MIS NON ERR 0 0 1 0 0 0 52 130 98 18 58 0 52 130 98 18 0 51 129 99 58 84 99 0 65 0 42 77 502 0 72 0 116 117 63 85 0 144 322 718 63 72 0 86 516 0 63 21 121 45 473 14 71 2 9 27 231 203 69 4 9 281 242 89 0 9 31 232 271 92 0 108 45 516 0 66 0 81 52 751 0 73 27 332 209 2484 730 73 0 36 51 208 0 60 0 50 61 565 0 71 0 12 28 221 64 88 0 122 51 208 0 78 0 77 54 206 0 69 0 261 194 1200 64 75 27 68 -853 4500 875 72 27 68 223 904 875 40 --13 47 18 -Wrong Word-count Error-rate 6157 .5 92862 0.0663 P&amp;R 2P&amp;R P&amp;2R 40.11 49.41 33 .76 COR PAR INC SPU MIS COR 282 189 189 189 156 252 20 428 381 258 136 27 53 375 354 1203 201 291 21 114 153 579 2399 2399 192 COR 281 281 203 275 198 198 198 165 247 44 20 53 529 373 263 120 34 23 351 320 3 0 1114 193 270 34 107 149 560 61 54 22 0 0 0 76 58 44 59 103 0 0 0 0 0 4 4 3 3 10 24 0 6 0 47 53 0 0 0 0 0 0 0 0 0 0 0 0 0 COR 281 198 198 198 247 44 456 373 258 117 34 23 351 320 1103 193 270 34 107 149 560 2317 2317 204 NON ERR UND OVG SUB REC PR E UND OVG SUB RE(: PRE 0 100 100 14 54 69 37 14 54 69 37 14 54 69 37 29 45 57 58 21 24 32 60 82 39 11 34 56 27 32 57 56 12 39 78 56 29 32 6 1 60 5 38 63 81 47 10 1 8 75 18 20 37 56 13 38 76 61 22 31 57 61 20 3I 5 8 42 20 46 57 57 24 33 5 1 86 45 8 36 42 55 26 32 42 38 35 44 54 37 29 44 57 26 32 54 21 16 66 74 24 -76 92 UND OVG SUB Rt;C PRE 0 0 100 0 0 100 0 0 10 0 0 100 8 34 21 57 52 34 21 57 52 34 57 52 34 34 47 4 4 21 14 31 67 65 29 24 25 28 0 20 7 1 17 12 14 74 33 22 29 5 2 9 19 38 74 10 31 32 62 17 5 34 7 8 18 14 11 70 49 28 9 36 9 24 36 70 11 20 28 7 1 50 0 2 50 * * 0 * 13 23 27 67 18 16 44 69 16 16 30 7 1 38 26 13 46 18 53 24 38 19 34 34 53 19 32 28 55 83 10 6 16 85 10 17 13 75 35 27 4 47 * * 0 * * * 0 * * 0 * 91 20 20 7 64 7 13 14 80 15 2 12 83 85 19 49 8 4 1 18 37 9 5 2 * 0 * * * 0 * * * 0 * * * 0 * * * 0 * 17 20 3 67 17 20 3 67 17 40 2 5 0 17 40 2 50 17 33 3 5 6 14 0 24 86 * * 0 * 88 20 50 6 40 100 * * 0 * 84 11 24 12 67 86 13 28 10 62 100 * * 0 * * * 0 * * * 0 * * 0 * 100 * * 0 * * * * * * 100 * * 0 * 100 * * 0 * 100 * * 0 100 * * 0 * 100 * 0 * 100 * * 0 * 100 * * 0 * Min-err Max-er r 0.8544 0.87 8 UND OVG SUB REC PRE 0 100 0 28 34 21 57 28 34 21 57 28 34 20 57 2 28 34 34 47 4 21 14 31 65 65 29 5 54 35 24 34 9 53 9 19 38 10 33 31 64 17 8 33 6 87 18 14 11 0 88 49 28 9 6 53 9 24 36 65 11 28 1 63 12 24 28 48 18 16 44 64 16 16 30 1 83 38 26 13 48 18 53 24 48 19 34 34 59 19 32 28 59 21 26 30 25 8 14 64 19 6 -81 280 0 0 0 2 0 1 1 0 0 Pt 10 0 202 0 1 0 72 7 26 26 0 0 10 0 204 0 70 6 2 0 28 2 26 7 3 166 0 16 55 166 14 59 48 23 9 70 166 0 16 55 166 14 59 48 23 9 70 166 0 15 55 167 0 59 48 23 8 70 132 0 43 53 173 0 67 50 23 24 5 8 254 0 86 147 451 0 73 57 30 25 5 2 29 0 47 82 103 25 89 58 52 62 1 8 9 0 1 5 92 112 92 90 33 10 60 52 0 14 38 320 8 88 83 36 21 50 476 0 191 325 1139 145 78 63 33 29 48 404 0 105 138 466 0 64 48 21 21 62 175 68 157 113 473 8 79 54 22 48 4 1 5 5 11 41 338 213 98 94 66 64 12 26 7 15 29 275 269 92 85 38 38 38 29 0 3 23 232 287 90 88 42 9 5 3 372 0 103 117 500 0 66 51 20 22 63 343 0 94 155 716 0 74 62 26 22 58 0 0 0 118 370 100 100 100 . 0 0 0 0 0 81 374 100 100 * * . 950 80 383 479 2733 1521 78 66 25 30 52 152 0 42 69 242 0 70 56 26 22 58 243 0 74 130 566 0 76 64 29 23 54 33 0 44 63 189 32 90 71 45 57 24 86 0 108 69 242 0 83 56 26 56 33 53 0 35 30 342 0 88 80 25 40 45 415 0 261 292 1339 32 82 66 30 39 43 65 0 10 28 311 0 84 80 27 13 63 64 0 12 55 343 0 86 82 42 16 49 5 0 2 2 544 14 99 99 22 28 5 6 1 0 0 0 102 50 99 99 0 0 100 0 0 0 0 16 61 100 100 * * . 0 0 0 0 23 63 100 100 * . . 70 0 14 57 1028 188 94 92 40 17 50 69 0 18 45 325 0 85 79 34 21 5 2 63 0 19 47 299 0 85 78 36 23 49 44 8 78 77 674 0 94 84 37 63 23 107 8 97 124 973 0 92 82 37 48 3 3 4 0 0 0 160 0 98 98 0 0 10 0 0 0 0 0 35 4 100 100 * * * 0 3 0 0 139 0 99 98 0 50 5 0 4 0 0 0 159 0 98 98 0 0 10 0 4 3 0 0 333 4 98 98 0 21 7 8 0 0 0 118 0 100 100 100 * 0 0 0 0 0 118 0 100 100 * * . 0 0 0 118 0 100 100 100 * 0 0 0 0 136 0 100 100 100 * 0 0 0 0 2 372 0 100 100 100 * 0 12 0 0 2 90 0 88 88 14 0 86 0 0 0 0 21 12 100 100 . * * 2 0 10 2 90 0 98 88 14 83 1 4 0 0 1 0 26 5 100 96 0 100 0 20 0 4 4 352 0 95 94 14 17 7 1 22 0 15 6 489 17 96 93 14 40 5 1 0 0 0 0 23 0 100 100 . * * 0 0 0 0 23 0 100 100 . . 0 0 0 0 15 0 100 100 . . 0 0 0 0 11 0 100 100 * * . 0 0 0 0 8 . 0 100 100 * . * 0 0 0 0 0 0 * . * * . 0 0 0 0 57 0 100 100 . * . 1 0 0 0 148 0 99 99 0 0 100 0 0 0 0 16 0 100 100 * * . 0 0 0 0 27 0 100 100 * * * 1 0 0 0 90 0 99 99 0 0 100 0 0 0 0 19 0 100 100 * . . 1 0 0 0 152 0 99 99 0 0 100 Wrong Req-fills MI-fills Mm-err Max-er r 11143 . 5 Wrong Word-count Error-rate 0.9195 0.944 11143 .5 92862 .1 P&amp;R 2P&amp;R P&amp;2R 27.06 36.95 21 .34 C:OR PAR INC SPIT MIS NON ERR UNIY O~G SLB REC PRE 280 0 0 0 2 0 1 1 0 0 99 10 0 166 0 16 55 166 14 59 48 23 9 48 7 0 166 0 16 166 14 59 48 23 9 48 70 166 0 15 55 167 0 59 48 23 8 48 70 132 0 43 53 173 0 67 50 23 24 38 5 8 254 0 86 147 451 0 73 57 30 25 32 5 2 29 0 47 82 103 25 89 58 52 62 16 1 8 415 0 176 282 727 25 74 55 32 30 31 4 8 404 0 105 138 466 0 64 48 21 21 41 62 175 68 157 113 473 8 79 54 22 48 24 4 1 5 5 11 41 338 213 98 94 66 64 2 1 2 26 7 15 29 275 269 92 85 38 38 9 3 8 29 0 3 23 232 287 90 88 42 9 11 5 3 372 0 103 117 500 0 66 51 20 22 38 6 3 343 0 94 155 716 0 74 62 26 22 30 5 8 950 80 383 478 2534 777 78 64 25 30 25 5 2 152 0 42 69 242 0 70 56 26 22 35 5 8 243 0 74 130 566 0 76 64 29 23 28 5 4 33 0 44 63 189 32 90 71 45 57 12 24 86 0 108 69 242 0 83 56 26 56 20 3 3 53 0 35 30 342 0 88 80 25 40 12 4 5 415 0 261 292 1339 32 82 66 30 39 20 43 1946 80 118 1107 4766 848 77 62 28 31 26 50 1946 80 118 264 992 848 47 28 10 20 57 7 2 168 --17 83 14 -33 9 -67 9 1 Wrong Word-count Error-rat e 6749 92862 0.0727 P&amp;R 2P&amp;R P&amp;2R 34.25 42.25 28 . 8 COR PAR INC SPU MIS NON hltlt UND OVG SUB REC PRE 277 0 0 0 2 2 0 98 10 0 277 0 0 5 0 2 0 100 0 0 77 6 0 0 72 100 272 0 0 0 4 5 1 1 0 0 98 197 0 23 97 127 16 56 36 30 10 57 62 197 0 23 97 127 16 56 36 30 10 57 62 199 0 22 97 126 0 55 36 30 10 57 62 161 0 60 97 126 0 64 36 30 27 46 5 1 245 0 104 129 439 0 73 27 30 31 5 1 30 0 30 39 119 68 86 39 50 17 30 0 0 0 0 102 136 100 * * 0 * 128 0 65 98 193 1 74 34 34 33 4 4 564 0 259 363 979 205 74 31 31 31 48 371 0 84 89 520 0 65 53 16 18 38 68 180 33 114 80 546 18 79 20 40 22 48 81 5 15 57 258 180 80 36 17 23 53 22 8 9 37 284 231 93 49 33 8 3 4 57 0 5 70 203 239 83 53 8 22 43 354 0 101 89 520 0 67 53 16 22 36 65 324 0 124 99 703 0 74 61 18 28 28 59 18 0 1 21 99 326 87 52 5 15 45 0 0 0 1 81 355 100 100 * 0 0 1036 46 369 454 2694 1349 77 24 27 26 56 181 0 46 68 210 0 64 23 20 41 6 1 251 0 107 115 527 0 75 24 30 28 53 33 0 28 31 206 60 89 34 46 12 36 106 0 121 68 210 0 79 23 53 24 36 134 0 91 70 207 0 73 24 40 31 45 524 0 347 284 1150 60 77 24 40 26 45 146 0 39 36 201 0 65 16 21 38 66 129 0 51 41 239 0 72 18 28 31 58 47 0 40 64 464 34 92 42 46 8 3 1 0 0 0 0 103 107 100 * * 0 * 0 0 0 0 16 136 100 * * 0 * 0 0 0 0 23 138 100 * * 0 * 176 0 91 105 845 415 86 28 34 16 47 134 0 48 40 230 0 70 56 18 26 32 60 123 0 50 49 207 0 71 22 29 32 5 5 34 12 196 48 571 0 95 16 83 5 1 4 157 12 246 97 778 0 87 19 61 14 3 2 1 0 3 1 160 0 99 20 75 1 20 0 0 1 2 34 0 100 67 100 0 0 1 0 0 0 141 0 99 0 0 1 100 0 0 4 1 159 0 100 20 100 0 0 1 0 5 3 334 0 100 33 83 0 1 1 22 0 4 27 92 0 85 51 15 19 42 3 2 7 9 106 0 97 90 43 67 3 1 9 14 0 1 17 103 0 90 53 7 12 44 13 0 13 27 110 0 92 51 50 10 24 30 2 21 53 319 0 93 86 50 42 8 29 0 0 0 0 102 0 100 100 * 0 0 0 0 0 21 0 100 100 * 0 * 0 0 0 0 102 0 100 100 * * 0 0 0 0 0 27 0 100 100 * * 0 * 0 0 0 0 376 0 100 100 * * 0 * 0 0 0 0 526 0 100 100 * 0 * 0 0 0 0 23 0 100 100 * * 0 * 0 0 0 0 23 0 100 100 * * 0 * 0 0 0 0 15 0 100 100 * * 0 * 0 0 0 0 11 0 100 100 * * 0 * 0 0 0 0 8 0 100 100 * * 0 * 0 0 0 0 0 0 * * * * \u2022 0 0 0 0 57 0 100 100 * * 0 * 0 0 0 0 149 0 100 100 * * 0 0 0 0 0 16 0 100 100 * * 0 * 0 0 0 0 27 0 100 100 * * 0 0 0 0 0 91 0 100 100 * * 0 * 0 0 0 0 19 0 100 100 * * 0 * 0 0 0 0 153 0 100 100 * * 0 * Wron g 10809 Wron g P&amp;R 30 .8 Req-fills All-fills Mtn-err Max-err 12119 0 .8919 0.9164 Word-count Error-rat e 92862 0.116 2P&amp;R P&amp;2R 39.56 .2 2 COR PAR INC SIFT MIS NON ERR UND OVG SUB REC PRE 277 0 0 0 5 0 2 2 0 0 98 197 0 23 97 127 16 56 36 30 10 57 197 0 23 97 127 16 56 36 30 10 57 199 0 22 97 126 0 55 36 30 10 57 161 0 60 97 126 0 64 36 30 46 1 0 104 129 439 0 73 56 27 30 31 1 0 30 39 119 68 86 66 39 50 17 0 436 0 194 265 684 68 72 30 31 33 371 0 84 89 520 0 65 53 16 18 38 180 34 113 80 546 18 79 20 40 81 5 15 57 258 80 72 36 17 23 3 22 8 37 284 231 93 88 49 33 8 4 57 0 5 203 239 83 77 53 8 22 354 0 101 89 520 0 67 53 16 22 36 324 0 124 99 703 0 74 61 18 28 28 9 1018 47 367 432 2514 668 76 64 23 27 26 6 181 0 46 68 210 0 64 48 23 20 41 1 251 0 107 115 527 0 75 60 24 30 28 3 33 0 28 31 206 60 89 77 34 46 12 6 106 0 121 68 210 0 79 48 23 53 24 6 134 0 91 70 207 0 73 48 24 40 31 524 0 347 284 1150 60 77 57 24 40 26 t' ,r . t . 2175 47 96 227 827 812 42 23 8 19 62 187 --14 64 17 -25 7 -74 Wrong Word-count Error-rate 6507 .5 92862 0.0701 P&amp;R 2P&amp;R P&amp;2R 37.08 44.77 31 .64 COR PAR INC SPU MIS NON ERR UND OVG SUB REC PRE 281 0 0 0 0 0 0 100 100 281 0 0 1 0 0 0 100 0 1 0 2 0 99 97 0 0 0 0 276 6 100 100 * * * 223 0 32 64 93 6 46 27 20 12 64 70 223 0 32 64 6 46 20 12 64 70 223 0 31 64 94 0 46 12 64 70 192 0 64 94 0 53 27 20 24 55 60 391 0 118 141 282 0 58 22 23 49 60 61 0 16 42 103 74 72 57 35 21 34 5 1 38 0 0 30 64 143 71 63 44 0 37 56 134 0 32 138 221 9 74 57 45 19 35 44 816 0 228 415 764 226 63 28 22 45 56 538 0 108 161 330 0 53 20 17 55 67 352 35 58 73 427 23 61 14 17 42 7 1 173 4 7 62 175 277 58 25 5 49 7 1 33 5 9 40 276 348 90 46 24 11 4 1 27 1 2 23 235 383 90 43 8 10 52 523 0 123 161 330 0 54 20 19 54 65 520 0 124 193 508 0 61 23 19 45 62 10 0 0 2 108 480 92 17 0 8 83 0 0 0 0 81 511 100 * * 0 * 1638 45 323 554 2140 2022 65 22 17 40 65 226 0 41 68 170 0 55 20 15 52 67 410 0 110 147 365 0 60 41 22 21 46 6 1 71 0 36 63 161 64 78 37 34 26 42 151 0 116 68 170 0 70 20 43 34 45 176 0 88 71 168 0 65 21 33 41 52 808 0 350 349 864 64 66 23 30 40 54 162 0 39 102 185 0 67 34 19 42 53 160 0 40 103 219 0 69 34 20 38 53 8 0 6 18 537 31 98 56 43 1 25 0 0 9 12 94 104 100 91 57 100 0 0 0 0 0 0 16 156 100 \u2022 * 0 * 0 0 0 0 23 156 100 * * 0 168 0 55 133 889 447 86 37 25 15 47 173 0 36 93 204 0 66 31 17 42 57 153 0 47 102 183 0 68 34 24 40 5 1 153 27 137 176 509 13 83 36 47 20 34 306 27 184 278 692 13 78 35 38 26 40 3 0 0 1 161 0 98 25 0 2 75 0 0 0 0 35 3 100 * * 0 * 1 0 0 1 141 0 99 50 0 1 50 3 0 0 1 160 0 98 25 0 2 7 5 4 0 0 2 336 3 99 33 0 1 67 10 0 0 2 108 0 92 17 0 8 8 3 6 4 0 2 108 0 93 17 20 7 67 10 0 0 2 108 0 92 17 0 8 8 3 13 0 1 0 122 0 90 0 7 10 9 3 29 4 1 4 338 0 92 10 9 8 8 2 41 0 0 27 61 0 68 40 0 40 60 0 0 0 0 21 35 100 \u2022 * 0 * 22 0 19 27 61 0 83 40 46 22 3 2 13 0 2 1 12 22 54 6 13 48 8 1 83 1 27 107 265 2 83 49 25 22 3 8 118 1 48 135 359 59 82 45 29 22 3 9 0 0 0 0 23 0 100 * * 0 * 0 0 0 0 23 0 100 * * 0 * 0 0 0 0 15 0 100 * \u2022 0 * 0 0 0 0 11 0 100 100 * 0 0 0 0 0 8 0 100 * * 0 \u2022 0 0 0 0 0 0 * * * * * n 0 0 0 0 57 0 100 100 * * 0 * 1 0 8 6 140 0 99 40 89 1 7 0 0 0 0 16 0 100 100 * * 0 * 0 0 0 1 27 0 100 100 100 * 0 0 0 0 4 7 87 0 100 96 64 100 0 0 1 0 0 1 18 0 95 50 0 5 50 1 0 4 9 148 0 99 64 80 1 7 Wrong Req-fills All-tills Min-err Max-er r 9886.5 11804 12129 0.8151 0 .8376 Wrong Word-count Error-rate 9886.5 92862 0.1065 P&amp;R 2P&amp;R P&amp;2R 42.67 49 .97 37.23 ACT tOR ACT 282 275 275 275 275 419 59 753 490 452 216 179 143 490 619 2099 350 567 58 350 350 1325 4452 3277 208 AC1 281 281 203 281 380 378 366 178 28 72 1022 504 445 155 51 63 504 453 6 0 1677 280 381 74 280 280 1015 72 72 48 0 0 0 120 72 53 154 207 0 0 0 0 0 6 6 6 6 18 28 0 15 0 70 85 0 0 0 0 0 0 0 0 0 0 0 0 0 RICHNESS-NORMALIZED-ERRO R 2. Core-Template__ Test SLOT POS &lt;template&gt; 282 content 348 subtotals 348 &lt;tie-up-relati 348 status 348 entity 791 joint-venture 179 subtotals 1318 &lt;entity&gt; 975 name 873 aliases 359 location 323 nationality 265 type 975 entity-rel 1153 subtotals 3948 &lt;entity-relati 437 entity! 885 entity2 267 rel-ent2-to-e 437 status 432 subtotals 2021 ALL-OBJECTS 7635 MATCHED-ONLY 3647 TEXT-FILTERING 251 ERROR-RATE-PER-WORD F-MEASURES RICHNESS-NORMALIZEDSLOT FOS &lt;template&gt; 282 doc-nr 282 doc-date 275 doc-source 276 content 348 subtotals 348 &lt;tie-up-relati 348 status 348 entity 791 joint-venture 179 ownership 102 activity 387 subtotals 1807 &lt;entity&gt; 975 name 873 aliases 359 location 323 nationality 264 type 975 entity-rel 1152 person 118 facility 81 subtotals 4145 &lt;entity-relati 437 entityl 885 entity2 267 rel-ent2-to-e 437 status 432 subtotals 2021 &lt;activity&gt; 386 industry 418 site 551 start 103 end 16 revenue 23 subtotals 1111 &lt;industry&gt; 411 type 379 prod-sery 808 subtotals 1187 &lt;facility&gt; 164 name 35 location 142 type 163 subtotals 340 &lt;person&gt; 118 name 118 entity 118 position 136 subtotals 372 &lt;ownership&gt; 102 time 21 owned 102 capital 27 owner% 376 subtotals 526 &lt;revenue&gt; 23 type 23 total 15 total-eta 11 rate 8 rate-eta 0 subtotals 57 &lt;time&gt; 149 after 16 before 27 during 91 on 19 subtotals 153 ERROR-RATE-PER-WORD F-MEASURES . Core-Tem plate Test SLOT PGS ACP &lt;template&gt; 282 281 content 348 380 subtotals 348 &lt;tie-up-relati 348 status 348 378 entity 791 366 joint-venture 179 178 subtotals 1318 922 &lt;entity&gt; 975 504 name 873 445 aliases 359 155 location 323 51 nationality 264 63 type 975 504 entity-rel 1152 453 subtotals 3946 1671 &lt;entity-relati 437 280 entityl 885 381 entity2 267 74 rel-ent2-to,e 437 280 status 432 280 subtotals 2021 1015 ALL-OBJECTS 7633 3988 MATCHED-ONLY 3630 2949 TEXT-FILTERING 251 217 ERROR-RATE-PER-WORD F-MEASURES SLOT PUS ACT &lt;temp ate&gt; : t doc-nr 282 doe-date 275 203 doe-source 276 content 348 237 subtotals &lt;tie-up-relati 348 236 status 348 entity joint-venture 179 158 ownership 102 1 5 activity 386 subtotals 1806 992 &lt;entity&gt; 975 647 name 873 3 aliases 359 location 323 77 nationality 264 55 type 975 592 entity-rel 1153 592 person 1 facility 81 0 subtotals 1892 &lt;entity-relati 436 263 entityl 883 447 entity2 266 140 rel-ent2-to-e 436 263 status 430 11 8 subtotals 2015 968 &lt;activity&gt; 386 103 industry 419 13 1 site 551 9 start 103 1 end 16 0 revenue 23 0 subtotals 1112 141 &lt;industry&gt; 412 13 2 type 381 12 9 prod-sery 804 207 subtotals 1185 336 &lt;facility&gt; 164 4 name 35 0 location 142 3 type 163 4 subtotals 340 7 &lt;person&gt; 118 1 name 118 0 entity 118 1 position 136 1 subtotals 372 2 &lt;ownership&gt; 102 1 4 time 21 0 owned 102 1 4 capital 27 1 owner% 376 2 8 subtotals 526 4 3 &lt;revenue&gt; 23 0 type 23 0 total 15 0 total-eta 11 0 rate 8 0 rate-eta 0 0 subtotals 57 0 &lt;time&gt; 149 1 after 16 0 before 27 0 during 91 1 on 19 0 subtotals 153 1 RICHNESS-NORMALIZED-ERROR ERROR-RATE-PER-WORD F-MEASURES . Core-Tem p late Test SLOT 1'JS ACT &lt;template&gt; 282 280 content 348 237 subtotals 348 237 &lt;tie-up-relati 348 236 status 348 228 entity 791 487 joint-venture 179 158 subtotals 1318 873 &lt;entity&gt; 975 647 name 873 513 aliases 359 62 location 323 77 nationality 264 55 type 975 592 entity-rel 1153 592 subtotals 3947 1891 &lt;entity-relati 436 263 entityl 883 447 entity2 266 140 rel-ent2-to-e 436 263 status 430 118 subtotals 2015 968 ALL-OBJECTS 7628 3969 MATCHED-ONLY 3473 2745 TEXT-FILTERING 251 185 ERROR-RATE-PER-WORD F-MEASURES 1 . Full-Template Test SLOT PC6 ACT &lt;template&gt; 282 doc-nr 277 doc-date 275 198 doc-source 276 272 content 317 subtotals 347 317 &lt;tie-up-relati 347 318 status 347 318 entity 788 478 joint-venture 179 99 ownership 102 0 activity 386 291 subtotals 1802 1186 &lt;entity&gt; 975 544 name 873 407 aliases 359 158 location 323 76 nationality 265 132 type 975 544 entity-rel 1151 547 person 118 40 facility 81 1 subtotals 4145 1905 &lt;entity-relati 437 295 entityl 885 473 entity2 267 92 rel-ent2-to-e 437 295 status 432 295 subtotals 2021 1155 &lt;activity&gt; 386 221 industry 419 221 site 551 151 start 103 0 end 16 0 revenue 23 0 subtotals 1112 372 &lt;industry&gt; 412 222 type 380 222 prod-sery 813 290 subtotals 1193 512 &lt;facility&gt; 164 5 name 35 3 location 142 1 type 163 5 subtotals 340 9 &lt;person&gt; 118 53 name 118 21 entity 118 32 position 136 53 subtotals 372 106 &lt;ownership&gt; 102 0 time 21 0 owned 102 0 capital 27 0 owner% 376 0 subtotals 526 0 &lt;revenue&gt; 23 0 23 0 total 15 0 total-eta 11 0 rate 8 0 rate-eta 0 0 subtotals 57 0 &lt;time&gt; 149 0 after 16 0 before 27 0 during 91 0 on 19 0 subtotals 153 0 RICHNESS-NORMALIZED-ERRO R ERROR-RATE-PER-WORD F-MEASURES 2 . Core-Template Test SLOT YOS ACT &lt;template&gt; 282 277 content 347 317 subtotals 347 317 &lt;tie-up-relati 347 318 status 347 318 entity 788 478 joint-venture 179 99 subtotals 1314 895 &lt;entity&gt; 975 544 name 873 407 aliases 359 158 location 323 76 nationality 265 132 type 975 544 entity-rel 1151 547 subtotals 3946 1864 &lt;entity-relati 437 295 entityl 885 473 entity2 267 92 rel-ent2-to-e 437 295 status 432 295 subtotals 2021 1155 la p s : it MATCHED-ONLY 3555 2955 TEXT-FILTERING _ 251 201 ERROR-RATE-PER-WORD F-MEASURES 1 . Full-Template Test SLOT POS ACT &lt;template&gt; 281 doc-nr 281 doe-date 275 281 doe-source 276 0 content 348 319 subtotals 319 &lt;tie-up-relati 348 status 348 318 entity 791 650 joint-venture 180 ownership 102 68 activity 387 304 subtotals 1808 1459 &lt;entity&gt; 976 807 name 872 518 aliases 359 246 location 323 87 nationality 265 53 type 976 807 entity-rel 1152 837 person 118 12 facility 81 0 subtotals 4146 2560 &lt;entity-relati 437 335 entityl 885 667 cntity2 268 170 rel-ent2-to-e 437 335 status 432 335 subtotals 2022 1507 &lt;activity&gt; 386 303 industry 419 303 site 551 32 start 103 21 end 16 0 revenue 23 0 subtotals 1112 356 &lt;industry&gt; 413 302 type 383 302 prod-sery 826 493 subtotals 1209 795 &lt;facility&gt; 164 4 name 35 0 location 142 2 type 163 4 subtotals 340 6 &lt;person&gt; 118 12 name 118 12 entity 118 12 position 136 14 subtotals 372 38 &lt;ownership&gt; 102 68 time 21 0 owned 102 68 capital 27 16 owner% 376 218 subtotals 526 302 &lt;revenue&gt; 23 0 23 0 t ot total 15 0 total-eta 11 0 rate 8 0 rate-eta 0 0 subtotals 57 0 &lt;time&gt; 149 15 after 16 0 before 27 1 during 91 11 on 19 2 subtotals 153 14 RICHNESS-NORMALIZED-ERROR ERROR-RATE-PER-WORD F-MEASURES 2. Core-Template Test SLOT FOR PAR INC SPU MIS NON ERR UND OVG SUB REC PRE &lt;template&gt; 282 281 281 0 0 0 1 0 0 0 0 100 100 content 348 319 223 0 32 64 93 6 20 12 64 70 subtotals 348 319 223 0 32 64 6 46 20 12 64 70 &lt;tie-up-relati 318 223 0 31 64 94 20 12 64 70 status 348 318 192 0 62 64 94 0 53 20 55 60 entity 791 650 391 0 118 141 282 0 58 22 23 49 60 joint-venture 180 119 61 0 16 42 103 74 72 35 21 34 5 1 subtotals 1319 1087 644 0 196 247 479 74 59 23 23 49 59 &lt;entity&gt; 807 538 0 108 161 330 0 53 20 17 55 67 name 872 352 35 58 73 427 23 61 14 17 42 7 1 aliases 359 246 173 4 7 62 175 277 58 25 5 49 1 location 323 87 33 5 9 40 276 348 90 46 24 11 4 1 nationality 265 53 1 2 23 235 383 90 43 8 10 5 2 type 976 807 523 0 123 161 330 0 54 20 19 65 entity-rel 1152 837 520 0 124 193 508 61 23 19 45 62 subtotals 3947 2548 1628 323 552 1951 1031 63 22 42 65 &lt;entity-relati 437 335 226 0 41 68 170 55 20 15 52 67 entityl 885 667 410 0 110 147 0 60 22 21 46 6 1 entity2 268 170 71 0 36 63 161 64 78 60 37 34 26 42 rel-ent2-to-e 437 335 151 0 116 68 170 0 70 20 43 34 45 status 432 335 176 0 88 71 168 0 65 21 33 41 5 2 subtotals 2022 1507 808 0 350 349 864 64 66 23 30 40 5 4 ALL-OBJECTS 7636 5461 3303 45 43 1212 3387 1175 62 22 22 44 6 1 MATCHED-ONLY 4563 4053 3303 45 43 264 774 1175 31 6 12 73 82 TEXT-FILTERING 251 252 227 --25 24 6 -10 10 -90 90 Wrong Word-count Error-rate ERROR-RATE-PER-WORD 5522. 5 P&amp;R 92862 2P&amp;R 0.059 5 P&amp;2R F-MEASURES 50.78 56.4 46.18 1 . Full-Template Test SLOT POS ACT-BUR PAR INC SPU MIS NON ERR UND OVG SUB REC PR E &lt;template&gt; 282 280 -268 0 12 9 5 0 95 96 doc-nr 268 0 12 14 0 9 4 95 doc-date 275 200 192 0 8 83 7 32 0 70 doc-source 276 280 262 0 0 18 14 0 11 5 6 95 94 content 348 22 0 46 18 280 80 21 68 6 26 subtotals 348 86 22 0 46 280 24 94 80 21 68 6 26 &lt;tie-up-relati 38 22 0 7 319 0 94 92 24 6 8 status 348 0 0 0 0 0 0 100 * * * entity 791 53 24 0 12 17 755 0 95 32 33 3 45 joint-venture 179 53 2 0 13 38 164 0 99 92 72 1 4 ownership 102 0 0 0 0 0 102 16 100 100 * * 0 * activity 386 0 0 0 0 0 386 0 100 100 * * 0 * subtotals 1806 106 26 0 25 55 1755 16 99 97 52 49 1 24 &lt;entity&gt; 975 49 28 0 13 8 934 0 97 96 16 32 3 5 7 name 873 49 17 7 17 8 832 0 98 95 16 50 2 42 aliases 359 0 0 0 0 0 359 11 100 100 * * 0 * location 323 27 0 4 1 22 318 7 99 98 81 60 1 7 nationality 264 27 1 0 3 23 260 10 100 98 85 75 0 4 type 975 0 0 0 0 0 975 0 100 100 * * 0 * entity-rel 1151 0 0 0 0 0 1151 0 100 100 * * 0 * person 118 31 0 0 1 30 117 18 100 99 97 100 0 0 facility 81 0 0 0 0 0 81 26 100 100 * * 0 * subtotals 4144 134 18 11 22 83 4093 72 99 99 62 54 0 1 8 &lt;entity-relati 437 0 0 0 0 0 437 0 100 100 * * 0 * entityl 885 0 0 0 0 0 885 0 100 100 * * 0 * entity2 267 0 0 0 0 0 267 0 100 100 * * 0 * rel-ent2-to-e 437 0 0 0 0 0 437 0 100 100 * * 0 * status 431 0 0 0 0 0 431 0 100 100 * * 0 * subtotals 2020 0 0 0 0 0 2020 0 100 100 * * 0 * &lt;activity&gt; 386 0 0 0 0 0 386 0 100 100 * * 0 industry 418 0 0 0 0 0 418 0 100 100 * * 0 * site 551 0 0 0 0 0 551 0 100 100 * * 0 * start 103 0 0 0 0 0 103 0 100 100 * * 0 * end 16 0 0 0 0 0 16 0 100 100 * * 0 * revenue 23 0 0 0 0 0 23 0 100 100 * * 0 * subtotals 1111 0 0 0 0 0 1111 0 100 100 * * 0 * &lt;industry&gt; 411 0 0 0 0 0 411 0 100 100 * * 0 * type 378 0 0 0 0 0 378 0 100 100 * * 0 prod-sery 793 0 0 0 0 0 793 0 100 100 * 0 * subtotals 1171 0 0 0 0 0 1171 0 100 100 * * 0 * &lt;facility&gt; 164 0 0 0 0 0 164 0 100 100 * * 0 name 35 0 0 0 0 0 35 0 100 100 * * 0 location 142 0 0 0 0 0 142 0 100 100 * * 0 * type 163 0 0 0 0 0 163 0 100 100 * * 0 subtotals 340 0 0 0 0 0 340 0 100 100 * * 0 * &lt;person&gt; 118 18 0 0 2 16 116 0 100 98 89 100 0 0 name 118 18 0 0 2 16 116 0 100 98 89 100 0 0 entity 118 28 0 0 0 28 118 0 100 100 100 * 0 0 position 136 0 0 0 0 0 136 0 100 100 * * 0 * subtotals 372 46 0 0 2 44 370 0 100 99 96 100 0 0 &lt;ownership&gt; 102 0 0 0 0 0 102 0 100 100 * * 0 time 21 0 0 0 0 0 21 0 100 100 * * 0 * owned 102 0 0 0 0 0 102 0 100 100 * * 0 capital 27 0 0 0 0 0 27 0 100 100 * * 0 * owner% 376 0 0 0 0 0 376 0 100 100 * * 0 * subtotals 526 0 0 0 0 0 526 0 100 100 * * 0 * &lt;revenue&gt; 23 0 0 0 0 0 23 0 100 100 * * 0 * type 23 0 0 0 0 0 23 0 100 100 * * 0 * total 15 0 0 0 0 0 15 0 100 100 * * 0 * total-eta 11 0 0 0 0 0 11 0 100 100 * * 0 * rate 8 0 0 0 0 0 8 0 100 100 * * 0 * rate-eta 0 0 0 0 0 0 0 0 * * * * * * subtotals 57 0 0 0 0 0 57 0 100 100 * 0 &lt;time&gt; 149 0 0 0 0 0 149 0 100 100 * * 0 * after 16 0 0 0 0 0 16 0 100 100 * * 0 * before 27 0 0 0 0 0 27 0 100 100 * * 0 * during 91 0 0 0 0 0 91 0 100 100 * * 0 * on 19 0 0 0 0 0 19 0 100 100 n * 0 subtotals 153 0 0 0 0 0 153 0 100 100 * * 0 * name 0 0 0 0 0 35 100 100 0 location 4 1 0 1 2 140 0 99 98 50 50 1 type 0 0 0 0 0 163 0 100 100 * subtotals 4 1 0 1 2 338 100 99 50 &lt;person&gt; 195 64 0 11 120 43 0 name 164 45 5 17 97 entity 42 16 0 position 112 46 0 7 subtotals 318 107 5 &lt;ownership&gt; 41 29 0 3 9 70 0 74 69 22 9 28 time 21 0 0 0 0 0 21 27 owned 17 7 0 7 3 88 0 93 86 18 capital 8 4 0 1 3 22 15 87 81 38 owner% 124 48 10 30 36 288 1 87 76 29 subtotals 149 59 10 38 42 419 43 89 80 28 &lt;revenue&gt; 17 2 0 3 12 18 0 94 type 17 2 0 3 12 18 0 94 78 70 60 9 total 0 0 0 0 0 15 2 total-eta 0 0 0 0 0 11 2 100 100 * rate 17 2 0 1 14 5 0 91 62 82 33 25 rate-eta 0 0 0 0 0 0 0 subtotals 34 4 0 4 26 49 6 95 86 76 &lt;time&gt; 0 0 0 0 0 149 0 100 100 * * after 0 0 0 0 0 16 0 100 100 * * before 0 0 0 0 0 27 0 100 100 * * during 0 0 0 0 0 91 0 100 100 * * on 0 0 0 0 0 19 0 100 100 subtotals 0 0 0 0 0 153 0 100 100 * * 0 * 0 * 0 * 0 * 0 * 0 50 7 12 2 * * * * * 12 * 0 * 100 100 * * 0 * 12 78 70 60 9 12 40 12 43 40 14 43 20 15 50 50 7 4 1 100 100 * * 0 * 7 1 32 174 228 0 80 61 55 24 29 34 59 83 0 76 61 53 13 34 4 1 8 18 94 0 88 80 43 33 14 38 51 0 78 43 59 29 40 29 73 36 62 15 54 33 50 0 25 * 0 * 2 5 * * RICHNESS-NORMALIZED-ERROR ERROR-RATE-PER-WORD F-MEASURES Wrong Req-t lls All-fills Mm-err Wrong Req-Tills All-fills Mm-err Max-er r Max-er r 12176.5 11797 .0045 .032 2 12176. 5 Wrong Word-count Error-rate 92862 0.131 1 P&amp;R 2P&amp;R P&amp;2R 1 .15 2.64 .74 2 . Core-Template Test SLOT PUS ACT COR PAR INC SPU MIS NON ERR UND OVG SUB REC PR E &lt;template&gt; 282 280 268 0 14 0 9 -4 -95 96 content 86 22 0 46 18 24 94 80 21 68 6 26 subtotals 348 86 0 46 18 280 24 94 80 68 26 &lt;tie-up-relati 38 0 7 9 319 0 94 92 24 24 58 status 348 0 0 0 0 348 0 100 100 * * 0 entity 791 53 24 0 12 17 755 0 97 95 32 33 3 45 joint-venture 179 53 2 0 13 38 164 0 99 92 72 87 1 4 subtotals 1318 106 26 0 25 55 1267 0 98 96 52 49 2 24 &lt;entity&gt; 975 49 28 0 13 8 934 0 97 96 16 32 3 5 7 name 873 49 17 7 17 8 832 0 98 95 16 50 2 42 aliases 359 0 0 0 0 0 359 11 100 100 * * 0 location 323 27 0 4 1 22 318 7 99 98 81 60 1 7 nationality 264 27 1 0 3 23 260 10 100 98 85 75 0 4 type 975 0 0 0 0 0 975 0 100 100 * * 0 * entity-rel 1151 0 0 0 0 0 1151 0 100 100 * * 0 subtotals 3945 103 18 11 21 53 3895 28 99 99 51 53 0 2 3 &lt;entity-relati 437 0 0 0 0 0 437 0 100 100 * * 0 * entityl 885 0 0 0 0 0 885 0 100 100 * * 0 * entity2 267 0 0 0 0 0 267 0 100 100 * * 0 rel-ent2-to-e 437 0 0 0 0 0 437 0 100 100 * * 0 * status 431 0 0 0 0 0 431 0 100 100 * * 0 * subtotals 2020 0 0 0 0 0 2020 0 100 100 * * 0 * ALL-OBJECTS 7631 295 66 11 4 126 7462 52 99 98 43 58 1 2 4 MATCHED-ONLY 525 212 66 11 4 70 383 52 88 73 33 50 14 3 4 TEXT-FILTERING 251 63 58 --5 193 26 -77 8 -23 Wrong Word-count Error-rate ERROR-RATE-PER-WORD 7685 .5 P&amp;R 92862 2P&amp;R 0.0828 P&amp;2R F-MEASURES 1 .8 4.06 1 .16 start 103 0 0 0 0 0 103 48 100 100 * \u2022 0 revenue 23 &lt;industry&gt; 413 89 type 58 41 0 8 9 331 89 87 16 16 11 prod-sery 113 21 26 50 16 710 11 96 88 14 subtotals 171 62 26 58 25 1041 12 94 88 15 &lt;facility&gt; 4 1 0 1 2 162 0 99 99 50 50 1 25 49 6 44 65 4 30 7 1 66 0 11 12 336 0 84 81 13 14 16 7 4 subtotals 105 66 0 9 30 1039 178 94 93 28 12 6 63 F-MEASURES 43.84 50 .44 38 .76 17 2 0 1 14 20 60 94 87 82 33 9 12 P&amp;R 2P&amp;R P&amp;2R end 0 0 0 0 0 16 61 100 100 * \u2022 0 ERROR-RATE-PER-WORD 6163 92862 0.066 4 \u2022 Wrong Word-count Error-rat e 92 1 . Full-Template Test SLOT POS ACT---COR PAR INC SPU MIS NON ERR UNI) OVU SUB REC PRE &lt;template&gt; 282 281 --0 0 0 0 0 100 doc-nr 281 0 0 0 1 0 0 0 doc-date 275 281 274 doc-source 276 281 275 0 content 349 169 0 44 21 57 49 20 6 48 subtotals 349 223 169 0 10 44 170 21 57 49 20 6 48 &lt;tie-up-relati 349 237 182 0 10-45 157 0 54 45 19 5 52 status 349 167 115 0 33 19 201 0 69 58 11 22 33 entity 793 509 304 0 66 139 423 0 67 53 27 18 38 . joint-venture 180 78 33 0 16 29 131 53 84 73 37 33 18 ownership 102 41 27 0 2 12 73 114 76 72 29 7 26 66 activity 388 103 45 0 24 34 319 15 89 82 33 35 12 4 4 subtotals 1812 898 524 0 141 233 1147 182 74 63 26 21 29 &lt;entity&gt; 976 1017 611 0 128 278 237 0 51 24 27 17 63 60 name 873 873 320 84 215 254 254 16 68 29 29 42 41 41 aliases 359 92 66 3 4 19 286 358 82 80 21 8 19 73 location 325 223 91 8 23 101 203 393 78 62 45 22 29 43 nationality 265 190 87 1 9 93 168 418 76 63 49 10 33 4 6 person 118 42 16 0 4 22 98 535 88 83 52 20 14 38 facility 81 0 0 0 0 0 81 577 100 100 * * 0 subtotals 4152 2897 1517 96 448 836 2091 2297 69 50 29 24 38 &lt;entity-relati 436 237 175 0 29 33 232 0 63 53 14 14 40 entityl 883 518 304 0 76 138 503 0 70 57 27 20 34 entity2 266 78 38 0 19 21 209 53 87 78 27 33 14 rel-ent2-to-e 436 237 101 0 103 33 232 0 78 53 14 50 23 status 431 237 136 0 66 35 229 0 71 53 15 33 32 subtotals 2016 1070 579 0 264 227 1173 &lt;activity&gt; 387 101 66 0 industry 88 64 0 8 16 348 0 85 site 0 0 0 0 0 552 9 100 100 0 * TEXT-FILTERING 251 174 164 --10 87 21 -35 6 -65 83 18 11 15 73 MATCHED-ONLY 4513 3562 2701 96 145 284 1235 1312 43 27 8 16 61 7 19 16 302 0 84 78 16 22 17 65 ALL-OBJECTS 7640 4902 2701 96 145 1272 4010 1312 32 26 24 36 53 74 58 21 31 29 54 subtotals 2016 1070 579 0 264 227 1173 53 74 58 21 31 29 57 status 431 237 136 0 66 35 229 0 71 53 15 33 32 43 rel-ent2-to-e 436 237 101 0 103 33 232 0 78 53 14 50 23 4 49 entity2 266 78 38 0 19 21 209 53 87 78 27 33 14 59 entity! 883 518 304 0 76 138 503 0 70 57 27 20 34 74 &lt;entity-relati 436 237 175 0 29 33 232 0 63 53 14 54 subtotals 2855 1501 96 444 814 1912 1185 48 28 24 39 * type 976 878 545 0 120 213 311 0 54 32 24 18 entity-rel 1155 599 392 0 73 134 690 0 70 60 22 16 34 56 entity-rel 1155 599 392 0 73 134 690 0 70 60 22 16 34 65 nationality 265 190 87 1 9 93 168 418 76 63 49 10 33 type 976 878 545 0 120 213 311 0 54 32 24 18 56 62 joint-venture 180 78 33 0 16 29 131 84 73 37 33 subtotals 1322 754 452 0 115 187 53 70 57 25 20 &lt;entity&gt; 976 1017 611 0 128 278 237 0 51 24 27 name 873 873 320 84 215 254 16 68 29 29 42 41 aliases 359 92 66 3 4 19 358 82 80 21 8 location 325 223 91 8 23 101 203 393 78 62 29 45 19 286 4 1 254 63 17 34 755 18 53 5 8 &lt;tie-up-relati 349 237 182 0 10 45 157 0 54 45 19 status 349 167 115 0 33 19 201 0 69 58 11 entity 793 509 304 0 66 139 423 0 67 53 27 18 38 33 22 52 5 42 subtotals 349 223 169 0 10 44 170 21 57 49 20 6 48 60 content 349 223 169 0 10 44 170 21 57 49 20 6 48 69 &lt;template&gt; 281 281 0 0 0 1 0 0 0 0 0 100 7 7 SLO FOS ACT COR PAR INC SPLT MIS NON ERR UND OVG SUB REC PRE 76 2. Core-Template Test 76 0 6 0 2 2 0 100 98 0 7 0 3 0 100 98 F-MEASURES 35.18 44.39 29 .13 100 P&amp;R 2P&amp;R P&amp;2R 100 RICHNESS-NORMALIZED-ERROR 10560 .5 12133 0.8704 0.8944 ERROR-RATE-PER-WORD Wrong 10560 .5 Word-count 92862 1 . Full-Template Test Error-rate 0.1137 SLOT POS ACT COR PAR INC SPU MIS NON 1:RR UND OVG SUB REC</td><td>,</td></tr></table>"
            }
        }
    }
}