Update train.txt

train.txt

@@ -1,171 +1,1258 @@
 -DOCSTART- -X- -X- O
 
-Show X O O
-department X O O 
-DEPT1 X O B-FDEP 
-and X O O 
-DEPT2 X O B-FDEP 
-for X O O 
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-xyz X O B-KPI 
-and X O O 
-abc X O B-KPI 
-by X O O 
-dimensions X O O 
-well X O B-DIM 
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-hole X O B-DIM 
-section X O I-DIM
-. . O O
-
-Compare X O O
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-X X O B-FSC 
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-Y X O B-FSC 
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-KPI X O O 
-abc X O B-KPI 
-and X O O 
-cde X O B-KPI 
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-rig X O B-DIM
-. . O O
-
-Manager X O O 
-wants X O O 
-to X O O 
-see X O O 
-well X O O 
-x X O B-FWEL 
-KPI X O O 
-of X O O 
-kpi1 X O B-KPI 
-by X O O 
-hole X O B-DIM 
-section X O I-DIM
-. . O O
-
-Compare X O O 
-well X O B-DIM 
-and X O O 
-department X O B-DIM 
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-KPIs X O O 
-X X O B-KPI 
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-Y X O B-KPI 
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-service X O O 
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-A X O B-FSC
-, , O O 
-B X O B-FSC
-, , O O 
-and X O O 
-rig X O O 
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-
-I X O O 
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-KPIs X O O 
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-X-125 X O B-FWEL 
-and X O O 
-Y-234 X O B-FWEL
-
-Given X O O
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-X X O B-FSC 
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-Y X O B-FSC
-, , O O 
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-weight X O B-KPI 
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-weight X O I-KPI 
-duration X O I-KPI 
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-, , O O 
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-. . O O
-
-Analyze X O O
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-weight X O B-KPI 
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-weight X O I-KPI 
-duration X O I-KPI
-, , O O 
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-weight X O I-KPI 
-duration X O I-KPI 
-and X O O 
-total X O B-KPI 
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-. . O O
-
-Provide X O O 
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-weight X O I-KPI 
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-for X O O 
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-XYZ X O B-FSC
-and X O O 
-ABC X O B-FSC 
+Look VB B-VP O  
+into IN B-PP O  
+Drilling NN B-NP B-KPI  
+average JJ B-ADJP I-KPI  
+ROP NN I-NP I-KPI  
+Drilling NN B-NP B-KPI  
+Connection NN I-NP I-KPI  
+Time NN I-NP I-KPI  
+and CC B-CONJP O  
+Drilling NN B-NP B-KPI  
+Footage NN I-NP I-KPI  
+for IN B-PP O  
+the DT B-NP O  
+dimensions NNS I-NP O  
+hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+type NN I-NP I-DIM  
+and CC B-CONJP O  
+well NN B-NP B-DIM  
+but CC B-CONJP O  
+only RB B-ADVP O  
+for IN B-PP O  
+rigs NNS B-NP B-DIM  
+Rig NN B-NP B-RVAL  
+123 CD I-NP I-RVAL  
+and CC B-CONJP O  
+Rig NN B-NP B-RVAL  
+ABC NN I-NP I-RVAL  
+
+Compare VB B-VP O  
+Mud NN B-NP B-KPI  
+Weight NN I-NP I-KPI  
+Consistency NN I-NP I-KPI  
+and CC B-CONJP O  
+Cement NN B-NP B-KPI  
+Job NN I-NP I-KPI  
+Quality NN I-NP I-KPI  
+across IN B-PP O  
+different JJ B-ADJP O  
+service NN B-NP B-DIM  
+companies NNS I-NP I-DIM  
+and CC B-CONJP O  
+operation NN B-NP B-DIM  
+departments NNS I-NP I-DIM  
+filtering VBG B-VP O  
+for IN B-PP O  
+wells NNS B-NP B-DIM  
+Well NN B-NP B-WVAL  
+X NN I-NP I-WVAL  
+and CC B-CONJP O  
+Well NN B-NP B-WVAL  
+Y NN I-NP I-WVAL  
+
+Analyze VB B-VP O  
+NPT NN B-NP B-KPI  
+( -LRB- B-P O  
+Non-Productive JJ B-ADJP I-KPI  
+Time NN B-NP I-KPI  
+) -RRB- B-P O  
+Percentage NN B-NP I-KPI  
+and CC B-CONJP O  
+Drilling NN B-NP B-KPI  
+Cost NN I-NP I-KPI  
+per IN B-PP I-KPI  
+Foot NN B-NP I-KPI  
+by IN B-PP O  
+rig NN B-NP B-DIM  
+and CC B-CONJP O  
+hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+type NN I-NP I-DIM  
+and CC B-CONJP O  
+let's VB B-VP O  
+just RB B-ADVP O  
+focus VB I-VP O  
+on IN B-PP O  
+the DT B-NP O  
+fields NNS I-NP B-DIM  
+Field NN B-NP B-FVAL  
+A NN I-NP I-FVAL  
+and CC B-CONJP O  
+Field NN B-NP B-FVAL  
+B NN I-NP I-FVAL  
+
+Let's VB B-VP O  
+see VB I-VP O  
+how WRB B-ADVP O  
+Trip NN B-NP B-KPI  
+Time NN I-NP I-KPI  
+and CC B-CONJP O  
+Flat JJ B-ADJP B-KPI  
+Time NN B-NP I-KPI  
+Reduction NN I-NP I-KPI  
+are VB B-VP O  
+doing VBG I-VP O  
+for IN B-PP O  
+different JJ B-ADJP O  
+operation NN B-NP B-DIM  
+departments NNS I-NP I-DIM  
+and CC B-CONJP O  
+well NN B-NP B-DIM  
+types NNS I-NP I-DIM  
+especially RB B-ADVP O  
+for IN B-PP O  
+service NN B-NP B-DIM  
+companies NNS I-NP I-DIM  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+1 CD I-NP I-SCVAL  
+and CC B-CONJP O  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+2 CD I-NP I-SCVAL  
+
+Check VB B-VP O  
+the DT B-NP O  
+performance NN I-NP O  
+of IN B-PP O  
+Directional JJ B-ADJP B-KPI  
+Drilling NN B-NP I-KPI  
+Accuracy NN I-NP I-KPI  
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+Tool NN B-NP B-KPI  
+Failure NN I-NP I-KPI  
+Rate NN I-NP I-KPI  
+for IN B-PP O  
+various JJ B-ADJP O  
+hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+types NNS I-NP I-DIM  
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+rigs NNS B-NP B-DIM  
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+filter VB B-VP O  
+to TO B-VP O  
+only RB B-ADVP O  
+include VB I-VP O  
+wells NNS B-NP B-DIM  
+Well NN B-NP B-WVAL  
+45 CD I-NP I-WVAL  
+and CC B-CONJP O  
+Well NN B-NP B-WVAL  
+78 CD I-NP I-WVAL  
+
+Compare VB B-VP O  
+Drilling NN B-NP B-KPI  
+average JJ B-ADJP I-KPI  
+ROP NN I-NP I-KPI  
+and CC B-CONJP O  
+Mud NN B-NP B-KPI  
+Weight NN I-NP I-KPI  
+Consistency NN I-NP I-KPI  
+for IN B-PP O  
+hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+type NN I-NP I-DIM  
+and CC B-CONJP O  
+rig NN B-NP B-DIM  
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+of IN B-PP O  
+6 CD B-NP B-RVAL  
+inch NN I-NP I-RVAL  
+and CC B-CONJP O  
+Rig NN B-NP B-RVAL  
+123 CD I-NP I-RVAL  
+
+Look VB B-VP O  
+at IN B-PP O  
+Directional JJ B-ADJP B-KPI  
+Drilling NN B-NP I-KPI  
+Accuracy NN I-NP I-KPI  
+and CC B-CONJP O  
+Tool NN B-NP B-KPI  
+Failure NN I-NP I-KPI  
+Rate NN I-NP I-KPI  
+across IN B-PP O  
+well NN B-NP B-DIM  
+and CC B-CONJP O  
+service NN B-NP B-DIM  
+company NN I-NP I-DIM  
+with IN B-PP O  
+values NNS I-NP O  
+Well NN B-NP B-WVAL  
+A NN I-NP I-WVAL  
+and CC B-CONJP O  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+1 CD I-NP I-SCVAL  
+
+Assess VB B-VP O  
+NPT NN B-NP B-KPI  
+Percentage NN I-NP I-KPI  
+and CC B-CONJP O  
+Drilling NN B-NP B-KPI  
+Cost NN I-NP I-KPI  
+per IN B-PP I-KPI  
+Foot NN B-NP I-KPI  
+by IN B-PP O  
+field NN B-NP B-DIM  
+and CC B-CONJP O  
+operation NN B-NP B-DIM  
+department NN I-NP I-DIM  
+focusing VBG B-VP O  
+on IN B-PP O  
+values NNS I-NP O  
+Field NN B-NP B-FVAL  
+B NN I-NP I-FVAL  
+and CC B-CONJP O  
+Operation NN B-NP B-OPVAL  
+Dept NN I-NP I-OPVAL  
+2 CD I-NP I-OPVAL  
+
+Check VB B-VP O  
+Drilling NN B-NP B-KPI  
+Footage NN I-NP I-KPI  
+and CC B-CONJP O  
+Trip NN B-NP B-KPI  
+Time NN I-NP I-KPI  
+Reduction NN I-NP I-KPI  
+for IN B-PP O  
+rig NN B-NP B-DIM  
+and CC B-CONJP O  
+hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+type NN I-NP I-DIM  
+with IN B-PP O  
+values NNS I-NP O  
+Rig NN B-NP B-RVAL  
+XYZ NN I-NP I-RVAL  
+and CC B-CONJP O  
+8 CD B-NP B-HVAL  
+inch NN I-NP I-HVAL  
+
+Analyze VB B-VP O  
+NPT NN B-NP B-KPI  
+Percentage NN I-NP I-KPI  
+and CC B-CONJP O  
+Directional JJ B-ADJP B-KPI  
+Drilling NN B-NP I-KPI  
+Accuracy NN I-NP I-KPI  
+considering VBG B-VP O  
+fields NNS B-NP B-DIM  
+and CC B-CONJP O  
+rigs NNS I-NP B-DIM  
+filtering VBG B-VP O  
+on IN B-PP O  
+Field NN B-NP B-FVAL  
+C NN I-NP I-FVAL  
+and CC B-CONJP O  
+Rig NN B-NP B-RVAL  
+001 CD I-NP I-RVAL  
+
+Evaluate VB B-VP O  
+Drilling NN B-NP B-KPI  
+Connection NN I-NP I-KPI  
+Time NN I-NP I-KPI  
+and CC B-CONJP O  
+Tool NN B-NP B-KPI  
+Failure NN I-NP I-KPI  
+Rate NN I-NP I-KPI  
+by IN B-PP O  
+operation NN B-NP B-DIM  
+department NN I-NP I-DIM  
+and CC B-CONJP O  
+service NN B-NP B-DIM  
+company NN I-NP I-DIM  
+focusing VBG B-VP O  
+on IN B-PP O  
+Operation NN B-NP B-OPVAL  
+Dept NN I-NP I-OPVAL  
+1 CD I-NP I-OPVAL  
+and CC B-CONJP O  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+3 CD I-NP I-SCVAL  
+
+Investigate VB B-VP O  
+Mud NN B-NP B-KPI  
+Weight NN I-NP I-KPI  
+Consistency NN I-NP I-KPI  
+and CC B-CONJP O  
+Cement NN B-NP B-KPI  
+Job NN I-NP I-KPI  
+Quality NN I-NP I-KPI  
+for IN B-PP O  
+different JJ B-ADJP O  
+wells NNS B-NP B-DIM  
+and CC B-CONJP O  
+fields NNS I-NP B-DIM  
+while IN B-PP O  
+using VBG B-VP O  
+Well NN B-NP B-WVAL  
+D NN I-NP I-WVAL  
+and CC B-CONJP O  
+Field NN B-NP B-FVAL  
+E NN I-NP I-FVAL  
+
+Review VB B-VP O  
+Trip NN B-NP B-KPI  
+Time NN I-NP I-KPI  
+and CC B-CONJP O  
+Drilling NN B-NP B-KPI  
+Footage NN I-NP I-KPI  
+between IN B-PP O  
+hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+types NNS I-NP I-DIM  
+and CC B-CONJP O  
+service NN B-NP B-DIM  
+companies NNS I-NP I-DIM  
+filtering VBG B-VP O  
+by IN B-PP O  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+2 CD I-NP I-SCVAL  
+and CC B-CONJP O  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+4 CD I-NP I-SCVAL  
+
+Examine VB B-VP O  
+Drilling NN B-NP B-KPI  
+Cost NN I-NP I-KPI  
+per IN B-PP I-KPI  
+Foot NN B-NP I-KPI  
+and CC B-CONJP O  
+Flat JJ B-ADJP B-KPI  
+Time NN B-NP I-KPI  
+Reduction NN I-NP I-KPI  
+among IN B-PP O  
+rigs NNS B-NP B-DIM  
+and CC B-CONJP O  
+operation NN B-NP B-DIM  
+departments NNS I-NP I-DIM  
+concentrating VBG B-VP O  
+on IN B-PP O  
+Rig NN B-NP B-RVAL  
+Alpha NN I-NP I-RVAL  
+and CC B-CONJP O  
+Operation NN B-NP B-OPVAL  
+Dept NN I-NP I-OPVAL  
+3 CD I-NP I-OPVAL  
+
+For IN B-PP O  
+rig NN B-NP B-DIM  
+values NNS I-NP O  
+Rig NN B-NP B-RVAL  
+123 CD I-NP I-RVAL  
+and CC B-CONJP O  
+Rig NN B-NP B-RVAL  
+ABC NN I-NP I-RVAL  
+check VB B-VP O  
+Drilling NN B-NP B-KPI  
+average JJ B-ADJP I-KPI  
+ROP NN I-NP I-KPI  
+and CC B-CONJP O  
+Mud NN B-NP B-KPI  
+Weight NN I-NP I-KPI  
+Consistency NN I-NP I-KPI  
+across IN B-PP O  
+hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+type NN I-NP I-DIM  
+and CC B-CONJP O  
+well NN B-NP B-DIM  
+
+With IN B-PP O  
+service NN B-NP B-DIM  
+companies NNS I-NP I-DIM  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+1 CD I-NP I-SCVAL  
+and CC B-CONJP O  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+2 CD I-NP I-SCVAL  
+evaluate VB B-VP O  
+Directional JJ B-ADJP B-KPI  
+Drilling NN B-NP I-KPI  
+Accuracy NN I-NP I-KPI  
+and CC B-CONJP O  
+Tool NN B-NP B-KPI  
+Failure NN I-NP I-KPI  
+Rate NN I-NP I-KPI  
+by IN B-PP O  
+field NN B-NP B-DIM  
+and CC B-CONJP O  
+operation NN B-NP B-DIM  
+department NN I-NP I-DIM  
+
+Based IN B-PP O  
+on IN I-PP O  
+values NNS B-NP O  
+Field NN B-NP B-FVAL  
+A NN I-NP I-FVAL  
+and CC B-CONJP O  
+Field NN B-NP B-FVAL  
+B NN I-NP I-FVAL  
+analyze VB B-VP O  
+NPT NN B-NP B-KPI  
+Percentage NN I-NP I-KPI  
+and CC B-CONJP O  
+Drilling NN B-NP B-KPI  
+Cost NN I-NP I-KPI  
+per IN B-PP I-KPI  
+Foot NN B-NP I-KPI  
+for IN B-PP O  
+well NN B-NP B-DIM  
+and CC B-CONJP O  
+rig NN B-NP B-DIM  
+
+Focusing VBG B-VP O  
+on IN B-PP O  
+Operation NN B-NP B-OPVAL  
+Dept NN I-NP I-OPVAL  
+2 CD I-NP I-OPVAL  
+and CC B-CONJP O  
+Operation NN B-NP B-OPVAL  
+Dept NN I-NP I-OPVAL  
+3 CD I-NP I-OPVAL  
+review VB B-VP O  
+Trip NN B-NP B-KPI  
+Time NN I-NP I-KPI  
+Reduction NN I-NP I-KPI  
+and CC B-CONJP O  
+Drilling NN B-NP B-KPI  
+Footage NN I-NP I-KPI  
+among IN B-PP O  
+fields NNS B-NP B-DIM  
+and CC B-CONJP O  
+rigs NNS I-NP B-DIM  
+
+Considering VBG B-VP O  
+the DT B-NP O  
+rig NN I-NP B-DIM  
+Rig NN B-NP B-RVAL  
+XYZ NN I-NP I-RVAL  
+and CC B-CONJP O  
+hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+type NN I-NP I-DIM  
+12 CD I-NP B-HVAL  
+inch NN I-NP I-HVAL  
+investigate VB B-VP O  
+Mud NN B-NP B-KPI  
+Weight NN I-NP I-KPI  
+Consistency NN I-NP I-KPI  
+and CC B-CONJP O  
+Cement NN B-NP B-KPI  
+Job NN I-NP I-KPI  
+Quality NN I-NP I-KPI  
+within IN B-PP O  
+service NN B-NP B-DIM  
+company NN I-NP I-DIM  
+
+Hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+type NN I-NP I-DIM  
+and CC B-CONJP O  
+well NN B-NP B-DIM  
+filtered VBN B-VP O  
+by IN B-PP O  
+Rig NN B-NP B-RVAL  
+123 CD I-NP I-RVAL  
+and CC B-CONJP O  
+Rig NN B-NP B-RVAL  
+ABC NN I-NP I-RVAL  
+compare VB B-VP O  
+Drilling NN B-NP B-KPI  
+average JJ B-ADJP I-KPI  
+ROP NN I-NP I-KPI  
+and CC B-CONJP O  
+Mud NN B-NP B-KPI  
+Weight NN I-NP I-KPI  
+Consistency NN I-NP I-KPI  
+
+Field NN B-NP B-DIM  
+and CC B-CONJP O  
+operation NN B-NP B-DIM  
+department NN I-NP I-DIM  
+focused VBN B-VP O  
+on IN B-PP O  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+1 CD I-NP I-SCVAL  
+and CC B-CONJP O  
+Service NN B-NP B-SCVAL  
+Co NN I-NP I-SCVAL  
+2 CD I-NP I-SCVAL  
+evaluate VB B-VP O  
+Directional JJ B-ADJP B-KPI  
+Drilling NN B-NP I-KPI  
+Accuracy NN I-NP I-KPI  
+and CC B-CONJP O  
+Tool NN B-NP B-KPI  
+Failure NN I-NP I-KPI  
+Rate NN I-NP I-KPI  
+
+Well NN B-NP B-DIM  
+and CC B-CONJP O  
+rig NN B-NP B-DIM  
+filtered VBN B-VP O  
+with IN B-PP O  
+Field NN B-NP B-FVAL  
+A NN I-NP I-FVAL  
+and CC B-CONJP O  
+Field NN B-NP B-FVAL  
+B NN I-NP I-FVAL  
+analyze VB B-VP O  
+NPT NN B-NP B-KPI  
+Percentage NN I-NP I-KPI  
+and CC B-CONJP O  
+Drilling NN B-NP B-KPI  
+Cost NN I-NP I-KPI  
+per IN B-PP I-KPI  
+Foot NN B-NP I-KPI  
+
+Fields NNS B-NP B-DIM  
+and CC B-CONJP O  
+rigs NNS I-NP B-DIM  
+using VBG B-VP O  
+Operation NN B-NP B-OPVAL  
+Dept NN I-NP I-OPVAL  
+2 CD I-NP I-OPVAL  
+and CC B-CONJP O  
+Operation NN B-NP B-OPVAL  
+Dept NN I-NP I-OPVAL  
+3 CD I-NP I-OPVAL  
+review VB B-VP O  
+Trip NN B-NP B-KPI  
+Time NN I-NP I-KPI  
+Reduction NN I-NP I-KPI  
+and CC B-CONJP O  
+Drilling NN B-NP B-KPI  
+Footage NN I-NP I-KPI  
+
+Service NN B-NP B-DIM  
+company NN I-NP I-DIM  
+and CC B-CONJP O  
+hole NN B-NP B-DIM  
+section NN I-NP I-DIM  
+type NN I-NP I-DIM  
+considering VBG B-VP O  
+the DT B-NP O  
+rig NN I-NP B-DIM  
+Rig NN B-NP B-RVAL  
+XYZ NN I-NP I-RVAL  
+and CC B-CONJP O  
+Hole NN B-NP B-HVAL  
+section NN I-NP I-HVAL  
+12 CD I-NP I-HVAL  
+inch NN I-NP I-HVAL  
+investigate VB B-VP O  
+Mud NN B-NP B-KPI  
+Weight NN I-NP I-KPI  
+Consistency NN I-NP I-KPI  
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+Drilling NN B-NP B-KPI  
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+inch NN I-NP I-HVAL  
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+inch NN I-NP I-HVAL  
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+Filter VB B-VP O  
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+For IN B-PP O  
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+Evaluate VB B-VP O  
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+Review VB B-VP O  
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+Compare VB B-VP O  
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+Co NN I-NP I-SCVAL  
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+Focus VB B-VP O  
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+Based IN B-PP O  
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+and CC B-CONJP O  
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+Review VB B-VP O  
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+in IN B-PP O  
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+Focus VB B-VP O  
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+Compare VB B-VP O  
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+Drilling NN B-NP B-KPI  
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+Review VB B-VP O  
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+Look VB B-VP O  
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+Let's VB B-VP O  
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+How WRB B-ADV O  
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+Why WRB B-ADV O  
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+Can MD B-VP O  
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+Maybe RB B-ADV O  
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+Let's VB B-VP O  
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+Could MD B-VP O  
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+section NN I-NP I-HVAL  
+values NNS I-NP O  
+Hole NN B-NP B-HVAL  
+10 CD I-NP I-HVAL  
+inch NN I-NP I-HVAL  
+and CC B-CONJP O  
+Hole NN B-NP B-HVAL  
+16 CD I-NP I-HVAL  
+