Classifier Instance:

Anchor text: telescoping
Target Entity: Telescoping_\u0028mechanics\u0029
Preceding Context: Since this date, however, the umbrella has come into general use, and in consequence numerous improvements have been effected in it. In China people learned how to waterproof their umbrellas by waxing and lacquering their paper Parasols. The transition to the present portable form is due, partly to the substitution of silk and gingham for the heavy and troublesome oiled silk, which admitted of the ribs and frames being made much lighter, and also to many ingenious mechanical improvements in the framework. Victorian era umbrellas had frames of wood or baleen, but these devices were expensive and hard to fold when wet. Samuel Fox invented the steel-ribbed umbrella in 1852; however, the Encyclopédie Méthodique mentions metal ribs at the end of the eighteenth century, and they were also on sale in London during the 1780s. Modern designs usually employ a
Succeeding Context: steel trunk; new materials such as cotton, plastic film and nylon often replace the original silk.
Paragraph Title: null
Source Page: Umbrella

Ground Truth Types:

Predicted Types:

Type	Confidence	Decision
wordnet_artifact_100021939	0.5173357163848187	1
wordnet_instrumentality_103575240	0.6097221528177309	1
wordnet_conveyance_103100490	-1.717261336527157	0
wordnet_medium_106254669	-1.822115172106416	0
wordnet_device_103183080	1.574886706789012	1
wordnet_instrument_103574816	-1.4920369538462983	0
wordnet_memory_device_103744840	-1.4093906355086667	0
wordnet_machine_103699975	-1.549987809107567	0
wordnet_mechanism_103738472	0.5249192069766087	1
wordnet_mechanical_device_103736970	0.47262636252525536	1
wordnet_musical_instrument_103800933	-1.0846517458122784	0
wordnet_container_103094503	-1.57887868487276	0
wordnet_equipment_103294048	-1.7822983938284667	0
wordnet_system_104377057	-1.4179708792197556	0
wordnet_structure_104341686	-2.895896546643664	0
wordnet_facility_103315023	-2.434371197827786	0
wordnet_creation_103129123	-1.8685048594050506	0
wordnet_article_100022903	-1.8024786826681356	0
wordnet_commodity_103076708	-1.3693042810391363	0
wordnet_way_104564698	-2.1015635547852014	0
wordnet_covering_103122748	-1.4154368292655044	0
wordnet_event_100029378	0.06129346962771438	1
wordnet_act_100030358	-1.9816843710954262	0
wordnet_social_event_107288639	-1.8184167990496158	0
wordnet_happening_107283608	0.6026088392279197	1
wordnet_incident_107307477	-1.237593509017961	0
wordnet_trouble_107289014	0.8916966875668443	1
wordnet_misfortune_107304852	0.2923473962551649	1
wordnet_mishap_107314427	0.5594290965827693	1
wordnet_accident_107301336	0.8888380337249153	1
wordnet_beginning_107290905	-0.968162251847364	0
wordnet_ending_107291312	-1.042714888133447	0
wordnet_group_action_101080366	-2.123894728994269	0
wordnet_organization_108008335	-2.173129291999289	0
wordnet_person_100007846	-2.1647058304324616	0
yagoGeoEntity	-2.5303792687993396	0