Classifier Instance:

Anchor text: Xeon
Target Entity: Xeon
Preceding Context: As an example of DMA engine incorporated in a general-purpose CPU, newer Intel
Succeeding Context: chipsets include a DMA engine technology called I/O Acceleration Technology (I/OAT), meant to improve network performance on high-throughput network interfaces, in particular gigabit Ethernet and faster. However, various benchmarks with this approach by Intel's Linux kernel developer Andrew Grover indicate no more than 10% improvement in CPU utilization with receiving workloads, and no improvement when transmitting data.
Paragraph Title: I/OAT
Source Page: Direct memory access

Ground Truth Types:

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|  |---wordnet_artifact_100021939
|  |  |---wordnet_instrumentality_103575240
|  |  |  |---wordnet_device_103183080
|  |  |  |  |---wordnet_device_103183080_rest

Predicted Types:

TypeConfidenceDecision
wordnet_artifact_1000219390.9046671884143609 1
wordnet_instrumentality_1035752402.5126244666293744 1
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wordnet_device_1031830801.3041805046781287 1
wordnet_instrument_103574816-1.8298324931517438 0
wordnet_memory_device_103744840-1.3892349058137623 0
wordnet_machine_103699975-0.7589424084626214 0
wordnet_mechanism_103738472-1.066848729802847 0
wordnet_musical_instrument_103800933-1.167004664666775 0
wordnet_container_103094503-1.8667642071223243 0
wordnet_equipment_103294048-1.477865424450415 0
wordnet_system_104377057-1.3284658025777458 0
wordnet_structure_104341686-2.0484230452466607 0
wordnet_facility_103315023-2.3440196996950156 0
wordnet_creation_103129123-3.2241806551145467 0
wordnet_article_100022903-1.4924935624103923 0
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wordnet_covering_103122748-1.7567840078047419 0
wordnet_event_100029378-2.992844040521737 0
wordnet_organization_108008335-2.5808146126456446 0
wordnet_person_100007846-0.9483628979039136 0
yagoGeoEntity-2.6696282271449436 0
|---wordnet_entity_100001740
|  |---wordnet_artifact_100021939
|  |  |---wordnet_instrumentality_103575240
|  |  |  |---wordnet_conveyance_103100490
|  |  |  |---wordnet_medium_106254669
|  |  |  |---wordnet_device_103183080
|  |  |  |  |---wordnet_instrument_103574816
|  |  |  |  |---wordnet_memory_device_103744840
|  |  |  |  |---wordnet_machine_103699975
|  |  |  |  |---wordnet_mechanism_103738472
|  |  |  |  |---wordnet_musical_instrument_103800933
|  |  |  |---wordnet_container_103094503
|  |  |  |---wordnet_equipment_103294048
|  |  |  |---wordnet_system_104377057
|  |  |---wordnet_structure_104341686
|  |  |---wordnet_facility_103315023
|  |  |---wordnet_creation_103129123
|  |  |---wordnet_article_100022903
|  |  |---wordnet_commodity_103076708
|  |  |---wordnet_way_104564698
|  |  |---wordnet_covering_103122748
|  |---wordnet_event_100029378
|  |---wordnet_organization_108008335
|  |---wordnet_person_100007846
|  |---yagoGeoEntity
|  |  |---wordnet_structure_104341686
|  |  |---wordnet_facility_103315023
|  |  |---wordnet_way_104564698