"We reject the review petition. No grounds have been made to persuade us to reconsider earlier decision," a bench headed by Chief Justice H L Dattu said.
Senior advocate Ram Jethmalani, who appeared "pro bono" (done without compensation for the public good) for Koli, sought reconsideration of the verdict saying it was a case of "miscarriage of justice" as the confessional statement of the accused was "false" and cannot be relied upon.
Referring to the confessional statement of Koli, the lawyer said the accused was told by the police not only to "memorize" the names of the victims but also the manner of commission of the crime.
"The accused also says that he was tortured. This vitiates the confessional statement. This fact has not been considered either by the trial court or by the High Court or by the Supreme Court," he said.
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Jethmalani also alleged the prosecution suppressed the crucial information about the autopsy report of a surgeon that had said that bodies were cut by surgical instruments and with "surgical precision".
"Why torsos of the victims have been missing," he asked.
"You (Jethmalani) are introducing new facts for the first time in the case," the bench said, adding that so far as the issue of confessional statement is concerned, it must have been considered by the courts below and the Supreme Court.
On September 8, the bench had stayed the execution of death sentence of Koli for killing children in a house in Nithari village in Noida near here in 2006, for a period of one week.