Classifier Instance:

Anchor text: Montferrand
Target Entity: Montferrand\u002c_Aude
Preceding Context: When operations resumed in 1211 the actions of Arnaud-Amaury and Simon de Montfort had alienated several important lords, including Raymond de Toulouse, who had been excommunicated again. The crusaders returned in force to Lastours in March and Pierre-Roger de Cabaret soon agreed to surrender. In May the castle of Aimery de Montréal was retaken; he and his senior knights were hanged, and several hundred Cathars were burned. Cassès and
Succeeding Context: both fell easily in early June, and the crusaders headed for Toulouse. The town was besieged, but for once the attackers were short of supplies and men, and so Simon de Montfort withdrew before the end of the month. Emboldened, Raymond de Toulouse led a force to attack Montfort at Castelnaudary in September. Montfort broke free from the siege but Castelnaudary fell and the forces of Raymond went on to liberate over thirty towns before the counter-attack ground to a halt at Lastours, in the autumn. The following year much of the province of Toulouse was captured by Catholic forces.
Paragraph Title: null
Source Page: Albigensian Crusade

Ground Truth Types:

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|  |---yagoGeoEntity
|  |  |---wordnet_location_100027167
|  |  |  |---wordnet_region_108630985
|  |  |  |  |---wordnet_district_108552138
|  |  |  |  |  |---wordnet_administrative_district_108491826
|  |  |  |  |  |  |---wordnet_commune_108541609

Predicted Types:

TypeConfidenceDecision
wordnet_artifact_100021939-2.8661875039219447 0
wordnet_event_100029378-2.594757279884577 0
wordnet_organization_108008335-0.3009841798349205 0
wordnet_person_100007846-0.39269010504622803 0
yagoGeoEntity-0.36179661254116263 0
|---wordnet_entity_100001740
|  |---wordnet_artifact_100021939
|  |---wordnet_event_100029378
|  |---wordnet_organization_108008335
|  |---wordnet_person_100007846
|  |---yagoGeoEntity