| NOUN | TAG | EVALUATION |
| shields | PERSON | |
| illinois | PLACE | |
| minnesota | PLACE | |
| lincoln | PERSON | |
| senator | PERSON | |
| march | PERIOD | |
| missouri | PERSON | PLACE |
| time | PERIOD | |
| congress | PERSON | |
| duel | PERSON | |
| state | STATE | |
| war | EVENT | |
| ireland | PLACE | |
| mexican american war | EVENT | |
| army | HUMAN GROUP | |
| iowa | PLACE | |
| death | EVENT | |
| seat | PROPERTY | |
| brigadier general | PERSON | |
| states | PLACE | |
| paper | PERSON | ERROR |
| carrollton | UNKNOWN | |
| governor | PERSON | |
| representatives | UNKNOWN | |
| member | PERSON | |
| senate | PERSON | |
| troops | HUMAN GROUP | |
| statue | PERSON | ERROR |
| months | PERIOD | |
| battle | PERSON | ERROR |
| day | PERIOD | |
| election | PERSON | ERROR |
| life | EVENT | |
| james shields | PERSON | |
| june | PERIOD | |
| years | PERIOD | |
| volunteers | PERSON | |
| battles | PERSON | ERROR |
| december | PERIOD | |
| uncle | PERSON | |
| abraham lincoln | PERSON | |
| commissioner | PERSON | |
| general | PERSON | |
| may | PERIOD | |
| auditor | PERSON | |
| kernstown | PLACE | |
| outbreak | OCCURRENCE | |
| mary todd | PERSON | |
| quebec | PLACE | |
| school | INSTITUTION | |
| kaskaskia | UNKNOWN | |
| september | PERIOD | |
| accounts | COLLECTION | |
| sailor | PERSON | |
| galls | INSTANCE | |
| illinois supreme court | PERSON | ERROR |
| home | PLACE | |
| american civil war | EVENT | |
| swords | RESOURCE | |
| national statuary hall | PLACE | |
| group | GROUP | |
| u.s. senator | PERSON | |
| re election | PERSON | ERROR |
| state auditor | PERSON | |
| promotion | ACT | |
| control | SET | |
| shieldsville | UNKNOWN | |
| potomac | PLACE | |
| honor | PERSON | ERROR |
| times | UNKNOWN | |
| ottumwa | UNKNOWN | |
| oregon territory | PLACE | |
| law | PERSON | ERROR |
| women | PERSON | |
| politician | PERSON | |
| ford | PERSON | |
| rebecca | PERSON | |
| town | PLACE | |
| children | PERSON | |
| friends | PERSON | |
| incident | EVENT | |
| island | PLACE | |
| july | PERIOD | |
| land office | PLACE | |
| position | POSITION | |
| october | PERIOD | |
| january | PERIOD | |
| men | PERSON | |
| illinois house | PLACE | |
| result | RESULT | |
| america | PLACE | |
| feet inches | UNIT | |
| defeat | ACT | |
| ship | SHIP | |
| others | UNKNOWN | |
| grounds | AMOUNT | |
| tribes | PERSON | ERROR |
| career shields | PERSON | |
| brigade | FORCE | |
| person | PERSON | |
| lyman trumbull | PERSON | |
| command | COMMAND | |
| people | HUMAN GROUP | |
| springfield | PLACE | |
| settlers | PERSON | |
| companies | PERSON | ERROR |
| letter | SPEECH ACT | |
| february | PERIOD | |
| body | BODY | |
| altmore | PLACE | |
| cemetery | PLACE | |
| senator lewis v. bogy | PERSON | |
| randolph county | PLACE | |
| u.s. general land office | PLACE | |
| faribault | UNKNOWN | |
| irish immigrants | PERSON | |
| george graham vest united states senator | PERSON | |
| enemy resistance | PERSON | ERROR |
| man | PERSON | |
| united states senator | PERSON | |
| wasn | UNKNOWN | |
| effort | FORCE | |
| richard m. young auditor | PERSON | |
| professor | PERSON | |
| terms | UNKNOWN | |
| return | ACT | |
| anne mcdonnell | PERSON | |
| john j. hardin | PERSON | |
| united states army officer | PLACE | ERROR |
| carroll county courthouse | PERSON | ERROR |
| legs | PERSON | ERROR |
| office may | PERIOD | |
| valley campaign | PERSON | ERROR |
| twenty piece brass band | PERSON | ERROR |
| clergyman | DEVICE | ERROR |
| family | HUMAN GROUP | |
| state railroad commission | PLACE | ERROR |
| bronze monument | PERSON | ERROR |
| friend julia jayne | PERSON | |
| shields guards | PERSON | ERROR |
| work | ACTIVITY | |
| government | GOVERNMENT | |
| division | ESTATE | |
| governorship | UNKNOWN | |
| field | LAND | |
| way runoff | ABSTRACT ENTITY | |
| granite | PERSON | ERROR |
| office march | PERIOD | |
| grave | RESULT | |
| weapons | WEAPON | |
| united states senate | PLACE | |
| gold | EVENT | ERROR |
| straw | ABSTRACT ENTITY | |
| girls | PERSON | |
| excitement | STATE | |
| satisfaction | PERSON | |
| u.s. citizen | PERSON | |
| disambiguation | ACT | |
| catholic church | PERSON | ERROR |
| war edwin stanton | PERSON | |
| u.s. congress | PERSON | ERROR |
| president james k | PERSON | |
| farmer | PERSON | |
| letters | SPEECH ACT | |
| saint paul | PERSON | ERROR |
| east coast | PERSON | ERROR |
| soldier | UNKNOWN | |
| hostilities | ABSTRACT ENTITY | ERROR |
| practices | COLLECTION | |
| whig party | FORCE | |
| weeks | PERIOD | |
| bundles | SPACE | |
| daughter | PERSON | |
| mathew brady | PERSON | |
| appointment | ACT | |
| french | PLACE | ERROR |
| general land office | PLACE | |
| aid | PERSON | ERROR |
| year | PERIOD | |
| shadow senator | PERSON | ERROR |
| wife | PERSON | |
| underneath | UNKNOWN | |
| minnesota state capitol statue | PLACE | ERROR |
| congresses | UNKNOWN | |
| younger shields | PERSON | |
| hundreds | UNKNOWN | |
| peace | EVENT | |
| vera cruz | PLACE | |
| u.s. capitol | EVENT | ERROR |
| congressman | DEVICE | ERROR |
| thereafter | UNKNOWN | |
| legacy shields | PERSON | ERROR |
| order | PERSON | ERROR |
| missouri state house | PLACE | ERROR |
| marksman | PERSON | |
| frederick w. lander | PERSON | |
| james shields united states senator | PERSON | |
| churubusco | PERSON | ERROR |
| americas | UNKNOWN | |
| identity | PERSON | ERROR |
| lands | LAND | |
| song | ARTWORK | |
| panic | ACT | |
| state paper | PLACE | ERROR |
| united states capitol | PLACE | ERROR |
| series | SERIES | |
| trumbull | PERSON | |
| august | PERIOD | |
| campaign | PERSON | ERROR |
| history | UNIT | |
| chicago | PLACE | |
| ballots | AMOUNT | |
| accident | OCCURRENCE | |
| zachary taylor | PERSON | |
| party democratic education university | INSTITUTION | ERROR |
| offense | PORTION | ERROR |
| ohio | PLACE | |
| fever stricken southern us | PERSON | |
| company | INSTITUTION | |
| morton s. wilkinson | PERSON | |
| charles shiells/o`shiells/shields | PERSON | |
| chest pains | CONDITION | |
| smell | SMELL | |
| stephen a. douglas | PERSON | |
| derek warfield | PERSON | |
| middle | PLACE | |
| mary | PERSON | |
| united states capitol statue | PLACE | ERROR |
| author | PERSON | |
| jackson | PERSON | |
| monument | PERSON | ERROR |
| illinois governor thomas ford | PERSON | |
| death bed | UNKNOWN | |
| brigades | UNKNOWN | |
| farm | PERSON | ERROR |
| v corps | PLACE | ERROR |
| volunteer division | ESTATE | ERROR |
| straws | PERSON | ERROR |
| sons | PERSON | |
| sword | PERSON | ERROR |
| funeral | ACTION | |
| scotland | PLACE | |
| ends | UNKNOWN | |
| seconds | PERIOD | |
| mississippi valley | PERSON | ERROR |
| state capitol | PLACE | ERROR |
| land | LAND | |
| general shields | PERSON | |
| mining venture | PERSON | MINING_VENTURE |
| fodder | NUMBER | ERROR |
| law practice | COLLECTION | |
| mexico | PLACE | |
| judson bishop | PERSON | |
| job | PERSON | ERROR |
| joseph lane | PERSON | |
| levi davis | PERSON | |
| second seminole war | EVENT | |
| hospital | PLACE | |
| controversy | UNKNOWN | |
| cavalry broadsword | PERSON | ERROR |
| manuscript | COLLECTION | |
| office january | PERIOD | |
| aunt becca | PERSON | |
| newspaper | QUANTITY | |
| paper money | MONEY | |
| railroad commissioner | PERSON | |
| publications | ACT | |
| term | TERM | |
| ballad | SOUND | |
| abraham lincoln shields | PERSON | |
| new york | PLACE | |
| foot | FOOT | |
| morton s. wilkinson united states shadow senator | PERSON | |
| civil war photograph | PERSON | ERROR |
| newspapers | QUANTITY | |
| horse | HORSE | |
| visitors | PERSON | |
| states south carolina | PLACE | |
| david h. armstrong | PERSON | |
| chapultepec | PLACE | |
| clumsy | PERSON | ERROR |
| spirit lake | PERSON | PLACE |
| benjamin butler | PERSON | |
| knowledge | PERSON | ERROR |
| pseudonym | NAME | |
| immigrants | PERSON | |
| commission | INSTANCE | |
| differences | RESULT | |
| relationship | RELATIONSHIP | |
| threats | PERSON | ERROR |
| le sueur counties | LAND | |
| left shields | PERSON | ERROR |
| unveiling | ACT | |
| wisconsin | PLACE | |
| united kingdom | PLACE | |
| major general winfield scott | PERSON | |
| party | FORCE | |
| challenge | EVENT | |
| veteran | PERSON | |
| rice | PERSON | ERROR |
| front | RANK | |
| missouri statue | PERSON | ERROR |
| death years | PERIOD | |
| illinois daguerreotype | PLACE | ERROR |
| nineteenth infantry | PERSON | ERROR |
| railroads | EVENT | ERROR |
| distinction | SOUND | ERROR |
| end | UNKNOWN | |
| explanation | ACT | |
| widows | PERSON | |
| finances | COGNITIVE STATE | ERROR |
| seat left | PERSON | ERROR |
| maynooth college | INSTITUTION | |
| soldiers | UNKNOWN | |
| father | PERSON | |
| bloody island | PLACE | |
| re election bid | PERSON | ERROR |
| guards | PERSON | ERROR |
| commencement | ACTION | |
| minnesota territory | PLACE | |
| americans | UNKNOWN | |
| united states constitution | PLACE | ERROR |
| liar | PERSON | |
| service | INSTITUTION | |
| possessions | STATE | |
| apology | LANGUAGE | |
| statehood | CONDITION | |
| proceeds | UNKNOWN | |
| rank | RANK | |
| book | ENTITY | |
| parents | PERSON | |
| arm | LANGUAGE | ERROR |
| loss | PERSON | ERROR |
| homestead act | ACT | |
| tampico | PLACE | |
| stonewall jackson | PERSON | |
| use | USE | |
| napoleonic wars | EVENT | |
| legislature | BODY | |
| lawyer | PERSON | |
| bronze statue | PERSON | ERROR |
| money | MONEY | |
| san francisco | PLACE | |
| lieutenant | PERSON | |
| u.s. united states general land office | PLACE | |
| target | PERSON | ERROR |
| office april | PERIOD | |
| role | ROLE | |
| doorkeeper | UNKNOWN | |
| science | STUDY | |
| members | PERSON | |
| articles | ARTICLE | ERROR |
| indignity | STATE | |
| democratic party | PLACE | ERROR |
| compromise candidate | AMOUNT | ERROR |
| survivors | PERSON | |
| editor | PERSON | |
| retraction | ACT | |
| territory | PLACE | |
| involvement | ACT | |
| land grants | PERSON | ERROR |
| son daniel | PERSON | |
| illinois volunteer infantry regiment | HUMAN GROUP | |
| sangamo journal | QUANTITY | ERROR |
| president polk | PERSON | |
| henry mower rice | PERSON | |
| responsibility | RESPONSIBILITY | |
| lecture tour | ACT | |
| salary | AMOUNT | |
| elections | PERSON | ERROR |
| william lee d. ewing personal details born | PERSON | ERROR |
| shenandoah | PERSON | ERROR |
| california | PLACE | |
| united states | PLACE | |
| sidney | PLACE | ERROR |
| colony | PLACE | |
| cerro gordo | PERSON | ERROR |
| illinois state bank | PLACE | ERROR |
| train | TRAIN | |
| resentment | PERSON | ERROR |
| conclusion | CONCLUSION | |
| hedge school | INSTITUTION | |
| county tyrone | PLACE | |
| r. w. english | EVENT | ERROR |
| grapeshot | UNKNOWN | |
| office december | PERIOD | |
| craig rifles | PERSON | ERROR |
| state railroad commissioner | PLACE | ERROR |
| colleges | INSTITUTION | |
| stonewall | PERSON | |
| office governor thomas carlin thomas ford | PERSON | ERROR |
| city | PLACE | |
| mary carr | PERSON | |
| united states house | PLACE | ERROR |
| foreword | RANK | ERROR |
| thomas h. blake | PERSON | |
| debts | MONEY | |
| aground | UNKNOWN | |
| income | MONEY | |
| prisoners | PERSON | |
| language | LANGUAGE | |
| contreras | PERSON | ERROR |
| brigadier general john e. wool | PERSON | |
| november | PERIOD | |
| u.s. history | UNIT | |
| polk | PERSON | |
| minnesota state capitol | PLACE | ERROR |
| reinforcements | GROUP | ERROR |
| leonard volk | PERSON | |
| mary shields | PERSON | |
| slavery | UNIT | |
| settlement | GROUP | |
| glasgow | INSTITUTION | |
| secretary | PERSON | |
| purser | PERSON | |
| coast | PERSON | ERROR |
Precision: 73%
Recall: 91%