Ansari was BSP MP from Ghazipur Lok Sabha constituency and was disqualified after Ghazipur MP/MLA court sentenced him to four years of prison in a 2007 Gangster case
Raghav Chadha had met the Rajya Sabha chairperson to offer an unconditional apology after being suspended from the House in August for an alleged breach of privilege