TASK DEFINITION: Given a sentence and an entity, the task is to select the authors sentiment towards the enity. Sentiments can be Positive, Neutral and Negative. Select Positive if the sentence expresses a positive view towards the given entity or praises its quality or skills. Select Neutral if the sentence expresses no clear view towards the entity or has equal amounts of positive and negative statements or expressing some fact/quote by someone else. Select Negative if the sentence expresses a negative view towards like harsh remarks, criticizing entities action/decision etc. Note that URLs in the text have been replaced with [Link].
PROBLEM: What is the sentiment of the following document towards the entity Peter Sokolowski ? "It was a very new word at that time  " Sokolowski  said. " His  definition is not the definition that you and I would understand today.  His  definition was  'The qualities of females ' so basically feminism to Noah Webster meant femaleness. We do see evidence that the word was used in the 19th century in a medical sense  for the physical characteristics of a developing teenager  before it was used as a political term  if you will."

SOLUTION: Neutral

PROBLEM: What is the sentiment of the following document towards the entity Jones ? I donât often include a prospect in the waivers column in back-to-back week  but can we address the elephant in the room? After two weeks   Jones  looks like a better running back than Ty Montgomery â before the rib injury. There. Said it.

SOLUTION: Positive

PROBLEM: What is the sentiment of the following document towards the entity Dustin Johnson ? While Gretzky added another birdie on the par-5 seventh and a clutch par on 16 for birdie   Johnson  was overpowering the seaside and tree-lined course with six birdies en route to a 5-under-par 67. As a team  they shot 65.

SOLUTION:
Positive