Police have identified the body of a boy found in a New Mexico compound as Abdul-Ghani Wahhaj, who was reported missing in November.

The Office of the Medical Investigator identified the remains of three-year-old Abdul-Ghani, who was from Jonesboro, Georgia, when he was reported to be missing.

Prior to identifying Abdul-Ghani’s body, the Taos County Sheriff’s Office in New Mexico had raided the compound they referred to as a “makeshift residence” on 3 August and found 11 children ranging in age from one to 15 years old.

Taos County officials said their raid followed a search warrant which came after a two-month investigation following allegations that Abdul-Ghani’s father, Siraj Wahhaj, abducted the child from Georgia.

Police said Mr Wahhaj was among the five adults found at the compound during the raid.

All five adults face 11 counts of child abuse, CNN reported. They have pleaded not guilty.

Authorities claim to have found firearms including an AR-15 on the property.

An aerial view shows the makeshift compound in a desert area of New Mexico (AP)

Owners of the compound, Jason and Tanya Badger, claimed in an interview with CNN that they alerted authorities that they saw the child months prior to the raid.

Taos County Sheriff Jerry Hogrefe said that information was not reported to him at the time. Mr Hogrefe said in a press release that he began working on a search warrant for the property when they received a tip that children on the compound were “starving” and in “need of food and water”.

Abdul-Ghani’s mother had told authorities that her son suffered from seizures, developmental and cognitive delays and Hypoxic Ischemic Encephalopathy, a birth injury caused by lack of oxygen and blood flow to the brain.

"Our thoughts and prayers go to Wahhaj's family,“ said Alex Sanchez, public information officer for The University of New Mexico Health Sciences Centre.

”We certainly understand the heartbreak this news will cause and want to stress our commitment to investigating this death to serve the living."

Thailand schoolboys rescue - in pictures Show all 21 1 /21 Thailand schoolboys rescue - in pictures Thailand schoolboys rescue - in pictures Police and military personnel use umbrellas to cover a stretcher near a helicopter and an ambulance at a military airport in Chiang Rai as rescue operations continue for those still trapped inside the cave in Khun Nam Nang Non Forest Park in the Mae Sai district. Four boys among the group of 13 trapped in a flooded Thai cave for more than a fortnight were rescued on July 8 after surviving a treacherous escape, raising hopes elite divers would also save the others soon. AFP/Getty Thailand schoolboys rescue - in pictures Thai rescue team members walk inside the cave Rex Features Thailand schoolboys rescue - in pictures An ambulance exits from the Tham Luang cave area AFP/Getty Images Thailand schoolboys rescue - in pictures A military helicopter carrying rescued schoolboys approaches to land at a military airport in Chiang Rai REUTERS Thailand schoolboys rescue - in pictures Rescuers hands locked with a caption reading "We Thai and the international teams join forces to bring the young Wild Boars home" where 12 boys and their soccer coach have been trapped since June 23 in a cave in Mae Sai, Chiang Rai province, northern Thailand. The operation has begun to rescue 12 boys and their soccer coach who will need to dive out of the flooded Thai cave where they have been trapped for more than two weeks, with officials saying Sunday morning that "today is D-Day. AP Thailand schoolboys rescue - in pictures A Thai policeman stands guard at an entrance of the cave as rescue operations continue for 12 boys and their coach trapped at Tham Luang cave at Khun Nam Nang Non Forest Park in the Mae Sai district of Chiang Rai province on early July 8, 2018. Thai authorities told media on July 8 to leave a camp site near the cave where 12 boys and their coach have been trapped for more than two weeks so that "victims" could be helped, possibly signalling a long-awaited rescue effort to get them out. AFP/Getty Images Thailand schoolboys rescue - in pictures Rescuers are seen drillining ahead of the operation at the Tham Luang cave complex, where 12 boys and their soccer coach are trapped, in the northern province of Chiang Rai, Thailand REUTERS Thailand schoolboys rescue - in pictures Rescuers are seen drillining ahead of the operation at the Tham Luang cave complex, where 12 boys and their soccer coach are trapped, in the northern province of Chiang Rai, Thailand REUTERS Thailand schoolboys rescue - in pictures Ruamkatanyu Foundation rescuers are seen drillining ahead of the operation at the Tham Luang cave complex, where 12 boys and their soccer coach are trapped, in the northern province of Chiang Rai, Thailand REUTERS Thailand schoolboys rescue - in pictures Thai policemen stand guard near a cave where 12 boys and their soccer coach have been trapped since June 23, in Mae Sai, Chiang Rai province, in northern Thailand Sunday, July 8, 2018. Thai authorities are racing to pump out water from the flooded cave before more rains are forecast to hit the northern region. AP Thailand schoolboys rescue - in pictures Journalists clear and prepare to leave the cave area during the 'D-Day' for the ongoing rescue operation for the child soccer team and their assistant coach to exit the cave at Tham Luang cave in Khun Nam Nang Non Forest Park, Chiang Rai province, Thailand, 08 July 2018. The officials' operations are underway to safely bring out the 13 members of the youth soccer team including their assistant coach who have been trapped in Tham Luang cave since 23 June 2018, out of the cave according to former Chiang Rai Governor Narongsak Osottanakorn said. EPA Thailand schoolboys rescue - in pictures Thai family members of missing football players and their coach (R) pass to meet with the officers during rescue operations to save a soccer team at Tham Luang cave in Khun Nam Nang Non Forest Park, Chiang Rai province, Thailand, 03 July 2018. According to Chiang Rai provincial Governor Narongsak Osatanakorn rescuers are taking supplies and food into the cave to sustain the team while there extraction is worked out. EPA Thailand schoolboys rescue - in pictures Rescuer walk out from cave where 12 boys and their soccer coach have been trapped since June 23, in Mae Sai, Chiang Rai province, in northern Thailand Sunday, July 8, 2018. Thai authorities are racing to pump out water from the flooded cave before more rains are forecast to hit the northern region. AP Thailand schoolboys rescue - in pictures Policeman line up on the main road leading to Tham Luang Nang Non cave on July 8, 2018 in Chiang Rai, Thailand. Divers began an effort to pull the 12 boys and their soccer coach on Sunday morning after they were found alive in the cave at northern Thailand. Videos released by the Thai Navy SEAL shows the boys, aged 11 to 16, and their 25-year-old coach are in good health in Tham Luang Nang Non cave and the challenge now will be to extract the party safely. Getty Images Thailand schoolboys rescue - in pictures Rescue workers along the main road leading to Tham Luang Nang Non cave as the first 2 ambulances carrying 2 boys pass by on July 8, 2018 in Chiang Rai, Thailand. Divers began an effort to pull the 12 boys and their soccer coach on Sunday morning after they were found alive in the cave at northern Thailand. Videos released by the Thai Navy SEAL shows the boys, aged 11 to 16, and their 25-year-old coach are in good health in Tham Luang Nang Non cave and the challenge now will be to extract the party safely. Getty Images Thailand schoolboys rescue - in pictures Thai medics and police officers evacuate the first two children with a helicopter after rescued from Tham Luang cave before heading to hospital, at a helicopter pad in Chiang Rai province, Thailand, 08 July 2018. Members of a children soccer team and their assistant coach who have been trapped in Tham Luang cave EPA Thailand schoolboys rescue - in pictures An ambulance transporting the children who have been rescued, arrives at hospital in Chiang Rai province, Thailand, 08 July 2018. The first six children have been confirmed to rescue on 08 July 2018 after have been trapped in Tham Luang cave since 23 June 2018. Four members of a children soccer team and their assistant coach who have been trapped in Tham Luang cave since 23 June 2018 have been rescued on 08 July 2018, according to former Chiang Rai Governor Narongsak Osottanakorn said. EPA Thailand schoolboys rescue - in pictures Ambulances transport boys rescued from Tham Luang Nang Non cave to hospital on July 8, 2018 in Chiang Rai, Thailand. Divers began an effort to pull the 12 boys and their soccer coach on Sunday morning after they were found alive in the cave at northern Thailand. Videos released by the Thai Navy SEAL shows the boys, aged 11 to 16, and their 25-year-old coach are in good health in Tham Luang Nang Non cave and the challenge now will be to extract the party safely. Getty Thailand schoolboys rescue - in pictures Medical staff await for the rescued Thai children at Chiang Rai Prachanukroh Hospital in Chiang Rai. The twelve missing Thai children and their adult coach went missing after entering a cave at Tham Luang, in Chian Rai Privince Thailand schoolboys rescue - in pictures Ambulances transporting children after being rescue from Tham Luang cave, arrive Chiangrai Prachanukroh Hospital in Chiang Rai province, Thailand, 08 July 2018. Six children of a child soccer team have been rescued on 08 July 2018 after 12 of them and their assistant coach have been trapped in Tham Luang cave since 23 June 2018. EPA Thailand schoolboys rescue - in pictures Ambulances transporting children after being rescue from Tham Luang cave, arrive Chiangrai Prachanukroh Hospital in Chiang Rai province, Thailand, 08 July 2018. Six children of a child soccer team have been rescued on 08 July 2018 after 12 of them and their assistant coach have been trapped in Tham Luang cave since 23 June 2018. EPA

Prosecutors say the adults were training the children to use firearms and that the boy died during a religious ritual.

“This was not a camping trip and this was not a simple homesteading, the kind that many people do in New Mexico,” said prosecutor Timothy Hasson. “The evidence as a whole suggests that this family was on a mission. And it was a violent one, and it was a dangerous one."

Thomas Clark, Mr Wahhaj's lawyer, said: "If these were white people of a Christian faith who owned guns, that's not a big deal because there's a Second Amendment right to own firearms in this country."

Prosecutors argued that the suspects be held in jail without bail pending trial but a state district judge allowed the release of four of the suspects – not Mr Wahhaj – to house arrest with conditions.