Classifier Instance:

Anchor text: Martin Fowler
Target Entity: Martin_Fowler
Preceding Context: Although refactoring code has been done informally for years, William Griswold's 1991 Ph.D. dissertation is one of the first major academic works on refactoring functional and procedural programs, followed by William Opdyke's 1992 dissertation on the refactoring of object-oriented programs, although all the theory and machinery have long been available as program transformation systems. All of these resources provide a catalog of common methods for refactoring; a refactoring method has a description of how to apply the method and s for when you should (or should not) apply the method.
Succeeding Context: 's book Refactoring: Improving the Design of Existing Code is the canonical reference.
Paragraph Title: History
Source Page: Code refactoring

Ground Truth Types:

|---wordnet_entity_100001740
|  |---wordnet_person_100007846
|  |  |---wordnet_communicator_109610660
|  |  |  |---wordnet_writer_110794014
|  |  |  |  |---wordnet_writer_110794014_rest

Predicted Types:

TypeConfidenceDecision
wordnet_artifact_100021939-2.4136727887615383 0
wordnet_event_100029378-2.568067602384841 0
wordnet_organization_108008335-2.265905526245557 0
wordnet_person_1000078462.0889529783715997 1
wordnet_contestant_109613191-0.8754790735244768 0
wordnet_peer_109626238-1.5805169898128502 0
wordnet_intellectual_109621545-1.9692366211152432 0
wordnet_female_109619168-2.3786488091080185 0
wordnet_communicator_1096106601.2298448298500606 1
wordnet_negotiator_110351874-1.7592974672360726 0
wordnet_writer_1107940141.2512521189907873 1
wordnet_poet_110444194-1.4195728104756518 0
wordnet_novelist_110363573-1.3687742993761824 0
wordnet_journalist_110224578-1.3567830245577368 0
wordnet_ruler_110541229-2.3868002030924713 0
wordnet_adult_109605289-2.346709687104453 0
wordnet_entertainer_109616922-2.70850930960212 0
wordnet_leader_109623038-2.7791145566539037 0
wordnet_worker_109632518-1.7855138820410918 0
wordnet_scientist_110560637-1.776986980284406 0
wordnet_creator_109614315-2.19975810127738 0
wordnet_traveler_109629752-2.3851369918632894 0
wordnet_disputant_109615465-2.0553810507116346 0
wordnet_preserver_110466918-2.680146213183282 0
wordnet_unfortunate_109630641-2.3551752732386477 0
wordnet_expert_109617867-1.6179819272936038 0
wordnet_adjudicator_109769636-2.5341745183927364 0
wordnet_good_person_110138767-1.9669420541958542 0
wordnet_authority_109824609-2.812828029982675 0
wordnet_combatant_109939313-1.7082404590000344 0
yagoGeoEntity-2.739774103796903 0
|---wordnet_entity_100001740
|  |---wordnet_artifact_100021939
|  |---wordnet_event_100029378
|  |---wordnet_organization_108008335
|  |---wordnet_person_100007846
|  |  |---wordnet_contestant_109613191
|  |  |---wordnet_peer_109626238
|  |  |---wordnet_intellectual_109621545
|  |  |---wordnet_female_109619168
|  |  |---wordnet_communicator_109610660
|  |  |  |---wordnet_negotiator_110351874
|  |  |  |---wordnet_writer_110794014
|  |  |  |  |---wordnet_poet_110444194
|  |  |  |  |---wordnet_novelist_110363573
|  |  |  |  |---wordnet_journalist_110224578
|  |  |---wordnet_ruler_110541229
|  |  |---wordnet_adult_109605289
|  |  |---wordnet_entertainer_109616922
|  |  |---wordnet_leader_109623038
|  |  |---wordnet_worker_109632518
|  |  |---wordnet_scientist_110560637
|  |  |---wordnet_creator_109614315
|  |  |---wordnet_traveler_109629752
|  |  |---wordnet_disputant_109615465
|  |  |---wordnet_preserver_110466918
|  |  |---wordnet_unfortunate_109630641
|  |  |---wordnet_expert_109617867
|  |  |---wordnet_adjudicator_109769636
|  |  |---wordnet_good_person_110138767
|  |  |---wordnet_authority_109824609
|  |  |---wordnet_combatant_109939313
|  |---yagoGeoEntity