An arrest warrant has been issued for a suspect believed to be connected with homemade bombs found in Phuket, one of seven towns where bombings and arson attacks took place last Thursday and Friday.
Deputy police spokesman Colonel Krisana Pattanacharoen said investigators believe the probe was 70 per cent complete but he could not give details.
"We already know who's behind it, but we can't give you any information right now, otherwise it will jeopardize the case," he said at a news conference.
Media and scholars suspect the attacks were carried out by Muslim separatists who have been waging an insurgency in Thailand's deep south since 2004 in which more than 6,000 people have been killed.
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Senior Thai officials had hinted that political opponents of the current military government were responsible, without being specific. The remarks were generally taken to refer to supporters of former Prime Minister Thaksin Shinawatra, who was ousted in a 2006 military coup.
Krisana said the investigation needed to extend into who was behind the attack "the kingpin and the financier." Asked if any connections to politicians had been found in the bombings investigation, he replied, "As of right now, no."
He spoke on the anniversary of the bombing of Bangkok's popular Erawan Shrine, which killed 20 people.
Thai authorities blamed a people-smuggling gang taking revenge for a crackdown, but analysts suspect Uighur separatists angry that Thailand forcibly repatriated more than 100 Uighurs to China.
Two men identified as Uighurs were arrested for the bombing, but their trial is still in its early stages.
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