In Gautam Satnami v. State of Chhattisgarh, the Supreme Court of India held that recovery under Section 27 of the Indian Evidence Act alone is insufficient for conviction unless it is scientifically linked to the crime. The prosecution relied on recovery of a blood-stained axe and other articles, but the Court found no forensic evidence connecting the weapon to the victim. Blood group was not determined, and no conclusive proof showed the weapon caused the injuries. The Court also noted that key witnesses turned hostile and procedural lapses weakened the recovery process. It emphasized that in cases based on circumstantial evidence, the chain of proof must be complete and unbroken. Reaffirming that proof beyond reasonable doubt is essential, the Court held that recovery evidence must be credible, corroborated, and scientifically connected to the offence. Due to lack of such linkage, the conviction was set aside and the accused acquitted.