In this task, you will be presented with a passage and have to answer a question based on your understanding of the events inferred from the passage. Among the entities, try to find the best entity that is most likely to fill in "_" and classify the answers based on options.

Ex Input:
A father-of-two 'in the wrong place at the wrong time' was killed in a suspected drive-by shooting that also left a woman fighting for her life. Police have launched a murder investigation after the man, named locally as Erdogan Guzel, 42, was gunned down in front of a north London bakery. Paramedics battled for over an hour to save his life but he was declared dead at the scene in the busy Lordship Lane, Wood Green. The female victim remains in a critical but stable condition at an east London hospital. Scotland Yard confirmed that no arrests have yet been made in connection with the fatal shooting.Pair were shot in the street just before 5.45pm in Wood Green, LondonThe man, named locally as Erdogan Guzel, 42, was declared dead at sceneFemale victim remains in a critical yet a stable condition at London hospitalScotland Yard confirmed that no arrests have been made over incidentOne witness claims the pair were gunned down in a drive-by shooting 
 Questions:'Officers, London Ambulance Service and _'s Air Ambulance are all in attendance. (A) Erdogan Guzel (B) London (C) Lordship Lane (D) Wood Green (E) Scotland Yard (F) Pair

Ex Output:
(B)


Ex Input:
The founder of controversial dating website beautifulpeople.com has defended the decision to axe around 3,000 members because they no longer meet the strict admission criteria. Greg Hodge appeared on This Morning to talk about how the site has had a global cull, shedding at least 500 UK members along the way. Speaking to Philip Schofield and Amanda Holden, a defiant Greg Hodge said that those who were deemed to have 'gone to seed' were asked to re-apply for membership status. He told the aghast hosts that the move had been 'periodic quality control' and that it was important to maintain the 'status quo'.Greg Hodge appeared on This Morning to defend site he founded in 2002Dating site only accepts people voted 'beautiful' by other membersHodge's team has dumped 3,000 former members for 'going to seed'Members have resorted to extreme makeovers to be 'beautiful enough' 
 Questions:Back on _, Hodge joked that he planned to sell the concept before he would have to face his young daughters' teachers at open evening in a few years' time. (A) Greg Hodge (B) This Morning (C) UK (D) Philip Schofield (E) Amanda Holden (F) Hodge

Ex Output:
(B)


Ex Input:
Bill Cosby has been dropped by Creative Artists Agency (CAA), the talent agency that has represented him since 2012. This means that Cosby no longer has any talent representation in Hollywood. The move comes just two days after the release of a 2005 deposition in which Cosby admitted to obtaining Quaaludes to possibly give to women before sex, to giving one woman Quaaludes in the 70s, and to giving another woman Benadryl in 2004. Also on Wednesday, it was revealed that the woman at the center of that deposition, Andrea Constand, had filed a lawsuit against Cosby and his team for violating the terms of their 2006 settlement.Bill Cosby has been dropped by his talent agency CAAThe move comes two days after a 2005 deposition became public in which he admitted to giving a woman Quaaludes before having sexCosby had been at CAA since 2012 after 48 years at William MorrisHe was actually dropped late last year, but this was not confirmed until WednesdayAlso on Wednesday, Andrea Constand filed a suit saying Cosby and his lawyers had violated the terms of their 2006 confidentiality agreementShe now wants all depositions to be unsealed, including those of the 13 Jane Does, and to be able to speak publicly on the matter 
 Questions:'Defendant admitted that in his initial conversation with [_] and her mother, he asked them what they wanted and they said they only wanted an apology and to know the name of the drug Defendant had given to Plaintiff,' wrote Troiani. (A) Bill Cosby (B) Creative Artists Agency (C) CAA (D) Cosby (E) Hollywood (F) Quaaludes (G) Benadryl (H) Andrea Constand (I) William Morris (J) Jane Does

Ex Output:

(H)