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{"task_id": "corrected-invoice-amount", "task_version": 1, "task_set": "invoice_corrected_amount", "environment": "gmail-ap-inbox, version 2 (simulated Gmail, LayerLens Environments)", "mailbox": {"threads": 8, "messages": 22, "tools": ["get_label", "get_message", "get_profile", "get_thread", "list_labels", "search_messages"]}, "prompt": "Sundial Foundry corrected invoice INV-2025-0003 partway through the thread. What amount should it read, in USD?", "expected_answer": "10625", "expected_answer_units": "USD", "answer_key": "recorded when the task was written (answer_key: recorded); no ledger object in the environment", "grader_type": "exact value", "grader_detail": {"grader": "answer", "match": "numeric", "expected": "10625", "evidence_text": "looked for \"10625\" in the agent's answer"}, "system_prompt": "You are working against a gmail API. Use the tools you have been given. Call as many as one turn needs. When you are done, reply with your final answer in plain text and no tool calls.", "thread_messages": [{"position": 1, "from": "supplier", "text": "Invoice INV-2025-0003 is for 10,475 USD and is due on 2025-08-26."}, {"position": 2, "from": "buyer", "text": "Received INV-2025-0003 and routed it to approvals."}, {"position": 3, "from": "supplier", "text": "Correction: INV-2025-0003 should read 10,625 USD, not 10,475 USD. A freight line was left off it."}, {"position": 4, "from": "buyer", "text": "Updated INV-2025-0003 to 10,625 USD. Payment is scheduled for 2025-08-26."}, {"position": 5, "from": "supplier", "text": "Payment reference PAY-2025-0003 will appear on your statement for INV-2025-0003."}]}