Jyoti Gulia (51kg), Shashi Chopra (57kg) and Ankushita Boro (64kg) entered the semifinals after winning their respective quarterfinal bouts.
They joined Neha Yadav (+81kg) and Anupama (81kg), who found themselves in the last-four stage due to the small size of the draws of their respective weight categories.
However, Niharika Gonella (75kg) bowed out of medal contention after going down to England's Georgia O'Connor.
First up for India today was Gulia, who took on Italy's Giovanna Marchese. The Haryana-girl, an international gold- medallist, was her trademark aggressive self and had Marchese on the backfoot from the word go.
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Next was Chopra, up against 10th seed Sandugash Abilkhan of Kazakhstan. Also an international gold-medallist, the Haryana-boxer did not have it as easy as the 5-0 scoreline might suggest.
Abilkhan was quite a handful, especially in the opening three minutes, but Chopra managed to outwit her by raising the tempo in the second and third round.
Boro, a two-time international silver-medallist fought through the most draining of the three Indian bouts today. Squaring off against Italy's Rebecca Nicoli, the local favourite waved off a rather stiff challenge.
India had won just one bronze medal in the previous edition of the event and the country has not won a gold in this event since 2011.
Over 150 boxers from 38 countries are competing in the event, being held in India for the first time.