Salvador Esparza III, who lived in Monrovia but was visiting family friends when the gunfire erupted, was shot on July 5, 2016.
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The county Board of Supervisors originally offered a $20,000 reward for information in the case and it has since increased. The reward had been set to expire later this month, but the board approved a motion to both extend and increase the reward offer to $50,000.
"My heart aches for Salvador's family, their loss is unimaginable," said Supervisor Kathryn Barger in a statement. "This innocent preschooler was robbed of his potential and future... Justice for the Esparza family must be served."
Sheriff's officials said the gunman walked up to the home, located just east of the 210 Freeway, and fired at least 13 rounds, striking the 4-year-old boy and a 27-year-old man, who was a family friend not related to the child. Both were taken to Huntington Memorial Hospital in Pasadena, where the boy was pronounced dead. The man survived.
'It's a crack house': Family questions why boy killed was at Altadena home
Family questions why 4-year-old killed was at Altadena home
Sheriff's officials said at the time that a person of interest had gotten into a heated, alcohol-fueled argument in the street with the live-in boyfriend of the boy's mother an hour or two before the shooting.
The boyfriend and his brother were the shooter's intended targets, sheriff's officials said.
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The gunman, who sheriff's officials said is possibly a gang member who lived in the neighborhood, got into a dark car and left the scene. The attack was initially described as a drive-by shooting but investigators later determined the gunman walked toward the victims from the direction of Olive Avenue.
Anyone with information about the shooting was urged to contact sheriff's Sgt. Domenick Recchia at 323-890-5500 or, anonymously, Crime Stoppers at (800) 222-TIPS.
City News Service contributed to this report.