Imphal (PTI): Fifteen houses were set on fire in Manipur's Imphal West district where fresh violence broke out, officials said on Sunday.

The incident happened on Saturday evening at Langol Games village as a mob went on a rampage, they said.

Security personnel fired several rounds of tear gas shells to disperse the mob and bring the situation under control, they added.

A 45-year-old man was shot during the violence. He was admitted to the Regional Institute of Medical Sciences (RIMS) with bullet wounds on his left thigh, and is stated to be out of danger at present, officials said.

The situation improved on Sunday morning, but restrictions remained in place, they said.

Fresh violence was also reported from Imphal East district's Checkon area where a large commercial establishment was torched on Saturday, officials said.

Three nearby houses were also set on fire, they said, adding that firefighters doused the blaze.

Also, a gunfight broke out between security forces and militants in Kangpokpi district on Saturday evening.

The incident happened at A Mungchamkom in New Keithelmanbi police station area, officials said.

A man was nabbed and an SLR with 50 rounds was seized from him, they said.

The incidents of violence were reported amid the 24-hour general strike called by the coordinating committee of 27 assembly constituencies, which paralysed normal life in the Imphal valley on Saturday.

The ethnic clashes broke out in Manipur on May 3, and have been continuing for the last three months, claiming over 160 lives.

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Bengaluru: The Vartha Bharati–Sankalp election analysis has shown a high level of accuracy in predicting the outcome of the recent Karnataka Assembly by-elections held in May 2026, correctly calling winners in both constituencies and closely estimating vote share trends.

The by-elections were held in Bagalkot and Davanagere South, drawing significant political attention as both seats were seen as key tests for the ruling Congress and opposition BJP.

According to the analysis, Vartha Bharati–Sankalp had made three major projections ahead of the results the winning party, vote share percentages, and margin of victory.

In both constituencies, the platform accurately predicted that the Congress would emerge victorious. The outcome matched the projections, with Congress candidates winning in Bagalkot and Davanagere South.

In terms of vote share, the predictions were largely in line with the final results. In Bagalkot, the BJP’s vote share was forecast in the range of 40 to 46 per cent, while the actual figure stood at 42.9 per cent. The Congress vote share, however, exceeded expectations, with the party securing 55.4 per cent against a projected range of 43 to 48 per cent.

The margin of victory in Bagalkot turned out to be significantly higher than anticipated. While the projection had placed the margin between 2,000 and 3,500 votes, the final margin was around 22,332 votes.

In Davanagere South, the predictions also remained largely accurate. The Congress vote share was projected between 43 and 51 per cent, and the final figure stood at 43.9 per cent. The BJP was expected to secure between 42 and 50 per cent but ended with 40.3 per cent.

The analysis had also identified the role of SDPI as a potential spoiler in the constituency. While its vote share was estimated around 6 per cent, the party eventually secured around 12 per cent of the vote.

The margin of victory in Davanagere South was predicted to be between 1,500 and 2,600 votes. The actual margin was higher at around 5,708 votes, though the contest remained relatively close as anticipated.

Overall, the performance of Vartha Bharati–Sankalp stood out for correctly identifying the winning parties in both seats and maintaining close accuracy in vote share estimates, with only limited deviations in specific cases.