The domestic help of the house has also been arrested, said a senior police officer.
The accused helper, Arjun, had "picked up" the two transgenders from Moolchand for "pleasure" and promised to pay them well, he said.
Later, Arjun had a fallout with them over the payment and in a fit of rage the transgender duo made a search in the house when they came cross a bag containing Rs 2.6 lakh in it, the official said.
While fleeing they ran into the owner of the house, Satyendra Wadhwa, and threatened him with dire consequences if he told anyone about the incident, he said.
They were arrested on Friday and Rs 76,000 was recovered from them, while the rest of the amount was paid to a doctor in Rohini for breast implants, the officer said.
The servant, who had gone missing after the theft, was arrested from Devli and the transgenders were also held from Seemapuri area yesterday.
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