The village is connected with Merta by metaled road. Pincode of the village is 341518. It is situated 18km away from Merta town and 98km away from Nagaur city. Leeliya is the gram panchayat of Gemliyas village. Dhani Maliyan, Surpura and Jasnagar are some of the neighbouring villages.
The village was founded about 500 years back.
Out of 385 families in the village, about 110 families are Jats.
According to Census-2011 information:
- With total 385 families residing, Gemliyas village has the population of 1730 (of which 874 are males while 856 are females).
- Jat Samaj, Agra, May 2005