Update: 3:30 p.m. EDT Aug. 9: The grandfather of a missing Georgia boy confirmed that the remains of a child found at a remote desert compound in New Mexico are those of his grandson, according to WSB-TV. >> Read more trending news The boy, Abdul-ghani Wahhaj of metro Atlanta, disappeared in December. His mother told authorities that the child’s father took the child because he wanted to perform an exorcism on the 3-year-old, who suffered from health problems. Investigators discovered the remains of a child at the compound in Taos County on Tuesday. Five adults, including the boy’s father, Siraj Wahhaj, were already in custody on a number of charges related to the condition of 11 children found at the location and the filthy conditions where they were living. >> Related: Metro Atlanta man arrested at compound trained kids for school shooting Siraj Wahhaj is also accused of training the children at the compound for school shootings. He was armed with multiple firearms, including an assault rifle, when authorities raided the compound Friday, according to WSB. >>Related: Photos: 11children found starving, living in New Mexico compound, police say Update: 3:00 p.m. EDT Aug. 8: The father of a missing Georgia boy, who was arrested Friday at a compound in the New Mexico desert where 11 starving children were found, was at the compound to train the children on how to carry out school shootings, The Atlanta Journal-Constitution reported. Suspect Siraj Ibn Wahhaj was conducting weapons training, according to the Atlanta Journal-Constitution, which cited court documents filed on Wednesday. Prosecutors filed the documents related to a request that Wahhaj remain jailed without bail. He was arrested, along with four other adults found at the makeshift compound, last week after authorities discovered 11 malnourished and dirty children living there in squalor. >> Related: DA: Georgia man was training kids to do school shootings in desert The remains of a child were found on the grounds Tuesday, according to investigators, but there’s been no word, yet, on the identity of the child and whether it my be Wahhaj’s son, who disappeared from metro Atlanta last December. Update: 5:00 p.m. EDT Aug. 7: Investigators found the remains of a child on the grounds of a compound in New Mexico where five adults were arrested and 11 children were discovered starving, according to WSB-TV. The remains have not been positively identified, so it’s too early to tell they belong to a missing Georgia boy. Abdul-Ghani Wahajj, who would celebrated his 4th birthday Monday, disappeared in December. His mother told police the child’s father took the boy and had said he wanted to “exorcise” demons from the boy, who had a number of health problems. Siraj Wahhaj was one of two men arrested at the compound. (Original Story) Two Georgia men have been taken into custody after authorities in New Mexico served a search warrant on what they are calling a compound, where they said they found women and children malnourished and living in deplorable conditions. Taos County Sheriff Jerry Hogrefe said the department swore out a search warrant on the makeshift compound in Amalia, New Mexico, on Thursday. Hogrefe said there was a reason to believe that Lucas Morten and others, including Siraj Wahhaj, 39, were living inside the compound. >> On WSBTV.com: Police searching for missing 3-year-old, father Siraj Wahhaj was wanted in connection with the abduction of 3-year-old AG Wahhaj. The warrant came after a two-month investigation with Clayton County, Georgia, investigators and the FBI. The sheriff said the FBI had recently given them information and surveillance video of the compound, but they didn’t feel there was enough cause to get a warrant for the property. “That all changed for me when a message was forwarded to us from a Georgia Detective that we reasonably believed came from someone at the compound – the message sent to a third party simply said in part ‘we are starving and need food and water,’” Hogrefe said in a news release. “I absolutely knew that we couldn’t wait on another agency to step up and we had to go check this out as soon as possible, so I began working on a search warrant right after I got that intercepted message – it had to be a search warrant and a tactical approach for our own safety because we had learned the occupants were most likely heavily armed and considered extremist of the Muslim belief. We also knew from the layout of the compound they would have an advantage if we didn’t deploy tactfully and quickly.” >> Man accused of killing nurse used Tinder to find victims, may be serial killer, police say On Friday morning, eight members of the Sheriff’s Response Team and four state investigators executed a search warrant of the compound. The sheriff said the two men initially refused to follow directions. Hogrefe said Wahhaj was held up inside the compound and was heavily armed with an AR-15 rifle, five loaded 30-round magazines, four loaded pistols, including one in his pocket when he was taken down. Authorities also found more rounds of ammo inside the compound. Investigators said the compound consisted of a small travel trailer buried in the ground covered by plastic with no water, plumbing or electricity. >> Read more trending news “The only food we saw were a few potatoes and a box of rice in the filthy trailer,” Hogrefe said. “But what was most surprising, and heartbreaking, was when the team located a total of five adults and 11 children, that looked like third-world country refugees, not only with no food or fresh water, but with no shoes, personal hygiene and basically dirty rags for clothing.” Morten and Wahhaj were taken into custody. However, the missing child from Georgia was not located among the children. Morten was charged with harboring a fugitive and Wahhaj was booked on his no-bond warrant on a child abduction charge out of Georgia. Three women, believed to be children’s mothers, were detained for questioning and later released pending further investigation. The 11 children, ranging in ages from 1 to 15, were taken into protective custody. “We all gave the kids our water and what snacks we had – it was the saddest living conditions and poverty I have seen,” Hogrefe said. None of the adults would give a statement to the whereabouts of 3-year-old AG Wahhaj, but it is believed he was at the compound a few weeks ago. His mother said AG Wahhaj suffers from seizures, developmental and cognitive delays and is unable to walk due to suffering a Hypoxic Ischemic Encephalopathy (HIE) at birth. The investigation into locating him is being coordinated between Clayton County investigators and the FBI.