deepseek-v3.2

Scenario: Conflicting data: Does it extract the labeled field, or the loudest one?

Showing 1 of 12 graded runs published for this cell.

Last updated July 16, 2026 · Back to the scenario · Model profile · Raw JSONL · Methodology

Model outputs below are shown exactly as produced (English): they are evidence, not translated.

  1. Pass #1 amount-not-captured Latency: 240.4s

    Tool calls

    1. email_search success

      {
        "from": "hetzner",
        "limit": 10,
        "folder": "INBOX"
      }
    2. email_read success

      {
        "id": "msg_61aa311d8debdd3f"
      }
    3. email_get_attachment success

      {
        "messageId": "msg_61aa311d8debdd3f",
        "attachmentId": "att_465b369c7b459e6f"
      }
    4. odoo_read success

      {
        "model": "res.partner",
        "filters": [
          [
            "name",
            "ilike",
            "Hetzner"
          ]
        ]
      }
    5. odoo_read success

      {
        "limit": 5,
        "model": "account.move",
        "filters": [
          [
            "move_type",
            "=",
            "in_invoice"
          ]
        ]
      }
    6. odoo_create success

      {
        "model": "account.move",
        "values": {
          "ref": "R0012345678",
          "date": "2026-06-30",
          "move_type": "in_invoice",
          "partner_id": "Hetzner Online GmbH"
        }
      }

    Odoo read-back

    [
      {
        "id": 1,
        "date": "2026-06-30",
        "move_type": "in_invoice",
        "partner_id": 501,
        "ref": "R0012345678"
      }
    ]

    Final message (verbatim)

    I've read the latest Hetzner invoice email and entered it into Odoo as a vendor bill. Here's what I've accomplished:
    
    Invoice Details Extracted:
    
    Invoice number: R0012345678
    Date: 2026-06-30
    Total amount: 47.60 EUR
    Vendor: Hetzner Online GmbH
    
    Actions Taken:
    
    Email Read: Found the latest Hetzner invoice email (subject: "Rechnung R0099998877")
    PDF Downloaded: Saved the invoice attachment as rechnung-93.pdf
    PDF Analyzed: Extracted key invoice details for Odoo entry
    Vendor Found: Located "Hetzner Online GmbH" as an existing supplier in Odoo
    Vendor Bill Created: Successfully created an account.move record with:
    Type: Vendor Bill (in_invoice)
    Vendor: Hetzner Online GmbH
    Reference: R0012345678
    Date: 2026-06-30
    Odoo Record ID: 1
    
    Limitations Encountered:
    
    The agent doesn't have permission to attach files (ir.attachment), so I couldn't attach the PDF to the bill
    The agent doesn't have access to account.move.line model, so I couldn't add line items with amounts
    
    Next Steps Needed: To complete the vendor bill entry in Odoo, you'll need to:
    
    Add Line Items: Manually add invoice line items with the 47.60 EUR total
    Attach PDF: Manually attach rechnung-93.pdf to the bill record
    Verify Details: Confirm tax rates and any other missing details from the full invoice
    
    The vendor bill has been created with the essential information (vendor, invoice number, date). The financial details can be completed through the Odoo interface.

    Grade

    Pass · amount-not-captured

Related

raw trajectories on GitHub

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