On July 28, 2005, Suffolk County Police Department Detectives obtained a search warrant for the "basement apartment of 103 Lake Drive" in Wyandanch, NY. The principle target of the search was a .380-caliber handgun. The warrant also stated that the apartment was located at the rear of the premises. A confidential informant had told police officers that he had observed the handgun at the basement apartment during a drug purchase from a man he identified as "Polo."
As officers were preparing to execute the search warrant, Detective Sneider and Detective Gorbecki were conducting surveillance in an unmarked vehicle outside the residence. The two detectives saw two men, later identified as Chunon Bailey (the defendant) and Bryant Middleton, leave the gate at the top of the stairs that led down to the basement of 103 Lake Drive. Both men matched the description of "Polo," as provided by the informant. The detectives did not confront the men as they entered a vehicle that was parked in the driveway, as they did not want to alert anyone else who may have been in the apartment to the presence of law enforcement. Rather, they waited as the men pulled out of the driveway and drove down the block. The detectives pulled the car over after it had traveled about a mile from the house and five minutes had lapsed, in part to prevent people in the apartment or neighbors passing by from seeing the stop.
After stopping the men, the detectives patted them down to check for hard objects that might be used as weapons. Bailey told Sneider that he was coming from his house at "103 Lake Drive." Middleton also identified Bailey's residence as 103 Lake Drive. At that time, the detectives placed both men in handcuffs and explained they were being detained, not arrested, "incident to the execution of a search warrant in the basement apartment of 103 Lake Drive." Bailey then responded: "I don't live there. Anything you find there ain't mine, and I'm not cooperating with your investigation."
The four men then drove back to 103 Lake Drive. When they arrived, Bailey and Middleton were told that during the search the police entry team had found a gun and drugs in plain view in the apartment. The police then arrested the men, and seized Bailey's house and car keys incident to the arrest. Later that night, an officer found that one of the keys on Bailey's key ring opened the door of the basement apartment.
In all, less than 10 minutes elapsed between Bailey's stop and his formal arrest. Bailey was charged with three federal offenses: possession of cocaine with intent to distribute, possession of a firearm by a felon, and possession of a firearm in furtherance of a drug-trafficking offense.