Laparotomy was done and ~8 L of blood and pus mixed with serous fluid was drained. There was a thick fibrotic capsule. Bowel appeared matted, with multiple adhesions at the scar site.
Final diagnosis:
Sclerosing encapsulated peritonitis (abdominal cocoon) secondary to long-standing post-operative infection.