| NOUN | TAG | EVALUATION |
| leighton | PERSON | |
| london | PLACE | |
| shipowner | UNKNOWN | |
| merchant | PERSON | |
| lord mayor | HUMAN ROLE | |
| ships | SHIP | |
| city | PLACE | |
| alderman | PERSON | |
| newcastle | PLACE | |
| quebec | PLACE | |
| british colony | SPACE | PLACE |
| interests | UNKNOWN | |
| coal exchange | RESULT | PLACE |
| death | EVENT | |
| christ | PERSON | |
| may | PERIOD | |
| year | PERIOD | |
| april | PERIOD | |
| career leighton | PERSON | |
| merchant sir william leighton | PERSON | |
| county durham | PERSON | |
| livery company | INSTITUTION | |
| coal | FORCE | |
| governors | PERSON | |
| british province | PLACE | |
| golden grove | PERSON | |
| family | HUMAN GROUP | |
| wales | PLACE | |
| first fleet | PERSON | |
| kent | PLACE | |
| transports | STATE | VEHICLE |
| contracts | AGREEMENT | |
| resignation | EVENT | |
| worshipful company | INSTITUTION | |
| fishburn | PERSON | |
| charlton | PERSON | |
| port | PLACE | |
| kemnal house | PLACE | |
| billingsgate ward | PERSON | PLACE |
| north east | PLACE | |
| borrowdale | UNKNOWN | |
| father | PERSON | |
| committees | EVENT | HUMAN GROUP |
| member | PERSON | |
| hospital | PLACE | |
| british navy | PERSON | INSTITUTION |
| convicts | PERSON | |
| england | PLACE | |
| wheelwrights | UNKNOWN | |
| new | PLACE | |
| sheriffs | UNKNOWN |
Precision: 86%
Recall: 88%