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HISTORICAL RECORD · 2026-10-08 · risk-13

An employee received a phishing message and reported it without opening links.

An employee received a phishing message and reported it without opening links.

Synthetic case. References were set by ClefBench and have not received an independent second review. These are recorded results, not a new model call.

urgent

Does this situation meet level 2 or 3 on the severity rubric and therefore require escalation?

Reference: false

ModelRun 1Run 2Run 3Changed answer?
CleffalsefalsefalseNo
Clef-flashfalsefalsefalseNo
Jev 1.13falsefalsefalseNo

Yes/no uses a 50% threshold. Score values are weighted scale indices; error flags and stability use the nearest level. Use the rule and full distribution to judge whether a difference matters for your task.

category

Select the main risk domain.

Reference: security

  • security: Digital access, data or cybersecurity
  • safety: Physical harm, fire, building or chemical safety
  • operations: Availability, logistics or business workflow
ModelRun 1Run 2Run 3Changed answer?
ClefsecuritysecuritysecurityNo
Clef-flashsecuritysecuritysecurityNo
Jev 1.13securitysecuritysecurityNo

Yes/no uses a 50% threshold. Score values are weighted scale indices; error flags and stability use the nearest level. Use the rule and full distribution to judge whether a difference matters for your task.

severity

Rate the risk using only stated evidence.

Reference: 1

  • 0: No unresolved risk or impact
  • 1: Contained minor issue, blocked attempt, or safe workaround
  • 2: Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked
  • 3: Active data theft or destruction, immediate threat to life, or global outage with no workaround
ModelRun 1Run 2Run 3Changed answer?
Clef0.93760.93760.9376No
Clef-flash0.66840.66840.6684No
Jev 1.130.920.920.92No

Yes/no uses a 50% threshold. Score values are weighted scale indices; error flags and stability use the nearest level. Use the rule and full distribution to judge whether a difference matters for your task.

Time and provider cost for this case

  • Clef · run 1: 601 ms · $0.00009792
  • Clef-flash · run 1: 446 ms · $0.00003672
  • Jev 1.13 · run 1: 405 ms · $0.00001953
  • Clef-flash · run 2: 1852 ms · $0.00003672
  • Jev 1.13 · run 2: 351 ms · $0.00001953
  • Clef · run 2: 543 ms · $0.00009792
  • Jev 1.13 · run 3: 387 ms · $0.00001953
  • Clef · run 3: 744 ms · $0.00009792
  • Clef-flash · run 3: 504 ms · $0.00003672
Full task, reference answers and raw recorded responses
{
  "sample": {
    "state": "An employee received a phishing message and reported it without opening links.",
    "questions": {
      "urgent": {
        "type": "noul",
        "instructions": "Does this situation meet level 2 or 3 on the severity rubric and therefore require escalation?"
      },
      "category": {
        "type": "choice",
        "instructions": "Select the main risk domain.",
        "criteria": {
          "security": "Digital access, data or cybersecurity",
          "safety": "Physical harm, fire, building or chemical safety",
          "operations": "Availability, logistics or business workflow"
        }
      },
      "severity": {
        "type": "score",
        "instructions": "Rate the risk using only stated evidence.",
        "criteria": [
          "No unresolved risk or impact",
          "Contained minor issue, blocked attempt, or safe workaround",
          "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
          "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
        ]
      }
    }
  },
  "reference": {
    "urgent": false,
    "category": "security",
    "severity": 1
  },
  "runs": [
    {
      "caseId": "risk-13",
      "repeat": 1,
      "outcome": {
        "model": "clef",
        "measuredAt": "2026-10-08T09:27:12.795Z",
        "durationMs": 601,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451632-KmyvBPayhtzSC7hCzriD",
          "model": "cloudflare/clef",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.1142
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "security": 0.9861,
                "safety": 0.0058,
                "operations": 0.0081
              },
              "confidence": 0.9586
            },
            "severity": {
              "type": "score",
              "score": 0.9376,
              "probabilities": {
                "0": 0.0848,
                "1": 0.8967,
                "2": 0.0146,
                "3": 0.0039
              },
              "confidence": 0.7487,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 408,
            "output_tokens": 0,
            "cost": 0.00009792
          }
        }
      }
    },
    {
      "caseId": "risk-13",
      "repeat": 1,
      "outcome": {
        "model": "clef-flash",
        "measuredAt": "2026-10-08T09:27:13.407Z",
        "durationMs": 446,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451633-xP9j8gki8iB9ApX2ZESQ",
          "model": "cloudflare/clef-flash",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.2312
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "security": 0.9895,
                "safety": 0.0024,
                "operations": 0.0081
              },
              "confidence": 0.9687
            },
            "severity": {
              "type": "score",
              "score": 0.6684,
              "probabilities": {
                "0": 0.3728,
                "1": 0.5938,
                "2": 0.0256,
                "3": 0.0078
              },
              "confidence": 0.323,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 408,
            "output_tokens": 0,
            "cost": 0.00003672
          }
        }
      }
    },
    {
      "caseId": "risk-13",
      "repeat": 1,
      "outcome": {
        "model": "jev",
        "measuredAt": "2026-10-08T09:27:13.863Z",
        "durationMs": 405,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451633-ML20fDncdCcwEdbLRStj",
          "model": "typesafe/jev-1.13-20260917",
          "provider": "TypeSafe",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.23
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "security": 1,
                "safety": 0,
                "operations": 0
              },
              "confidence": 1
            },
            "severity": {
              "type": "score",
              "score": 0.92,
              "probabilities": {
                "0": 0.08,
                "1": 0.92,
                "2": 0,
                "3": 0
              },
              "confidence": 0.92,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 465,
            "output_tokens": 70,
            "cost": 0.00001953
          }
        }
      }
    },
    {
      "caseId": "risk-13",
      "repeat": 2,
      "outcome": {
        "model": "clef-flash",
        "measuredAt": "2026-10-08T09:28:43.275Z",
        "durationMs": 1852,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451724-Ao4K6m4yzmvclCZOigP5",
          "model": "cloudflare/clef-flash",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.2312
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "security": 0.9895,
                "safety": 0.0024,
                "operations": 0.0081
              },
              "confidence": 0.9687
            },
            "severity": {
              "type": "score",
              "score": 0.6684,
              "probabilities": {
                "0": 0.3728,
                "1": 0.5938,
                "2": 0.0256,
                "3": 0.0078
              },
              "confidence": 0.323,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 408,
            "output_tokens": 0,
            "cost": 0.00003672
          }
        }
      }
    },
    {
      "caseId": "risk-13",
      "repeat": 2,
      "outcome": {
        "model": "jev",
        "measuredAt": "2026-10-08T09:28:45.141Z",
        "durationMs": 351,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451725-LoTf1X7MlNT1tC4qTnDJ",
          "model": "typesafe/jev-1.13-20260917",
          "provider": "TypeSafe",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.24
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "operations": 0,
                "security": 1,
                "safety": 0
              },
              "confidence": 1
            },
            "severity": {
              "type": "score",
              "score": 0.92,
              "probabilities": {
                "0": 0.08,
                "1": 0.92,
                "2": 0,
                "3": 0
              },
              "confidence": 0.92,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 465,
            "output_tokens": 70,
            "cost": 0.00001953
          }
        }
      }
    },
    {
      "caseId": "risk-13",
      "repeat": 2,
      "outcome": {
        "model": "clef",
        "measuredAt": "2026-10-08T09:28:45.505Z",
        "durationMs": 543,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451725-Sh9OkHEoareEB2ffrE45",
          "model": "cloudflare/clef",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.1142
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "security": 0.9861,
                "safety": 0.0058,
                "operations": 0.0081
              },
              "confidence": 0.9586
            },
            "severity": {
              "type": "score",
              "score": 0.9376,
              "probabilities": {
                "0": 0.0848,
                "1": 0.8967,
                "2": 0.0146,
                "3": 0.0039
              },
              "confidence": 0.7487,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 408,
            "output_tokens": 0,
            "cost": 0.00009792
          }
        }
      }
    },
    {
      "caseId": "risk-13",
      "repeat": 3,
      "outcome": {
        "model": "jev",
        "measuredAt": "2026-10-08T09:30:15.533Z",
        "durationMs": 387,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451815-MLXAmJ1QBI726vViTRbr",
          "model": "typesafe/jev-1.13-20260917",
          "provider": "TypeSafe",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.23
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "operations": 0,
                "safety": 0,
                "security": 1
              },
              "confidence": 1
            },
            "severity": {
              "type": "score",
              "score": 0.92,
              "probabilities": {
                "0": 0.08,
                "1": 0.92,
                "2": 0,
                "3": 0
              },
              "confidence": 0.92,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 465,
            "output_tokens": 70,
            "cost": 0.00001953
          }
        }
      }
    },
    {
      "caseId": "risk-13",
      "repeat": 3,
      "outcome": {
        "model": "clef",
        "measuredAt": "2026-10-08T09:30:15.938Z",
        "durationMs": 744,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451815-y8P89kWyQIcziVNyoHTd",
          "model": "cloudflare/clef",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.1142
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "security": 0.9861,
                "safety": 0.0058,
                "operations": 0.0081
              },
              "confidence": 0.9586
            },
            "severity": {
              "type": "score",
              "score": 0.9376,
              "probabilities": {
                "0": 0.0848,
                "1": 0.8967,
                "2": 0.0146,
                "3": 0.0039
              },
              "confidence": 0.7487,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 408,
            "output_tokens": 0,
            "cost": 0.00009792
          }
        }
      }
    },
    {
      "caseId": "risk-13",
      "repeat": 3,
      "outcome": {
        "model": "clef-flash",
        "measuredAt": "2026-10-08T09:30:16.701Z",
        "durationMs": 504,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451816-AOUGv9pYCfGexJhYUUi6",
          "model": "cloudflare/clef-flash",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.2312
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "security": 0.9895,
                "safety": 0.0024,
                "operations": 0.0081
              },
              "confidence": 0.9687
            },
            "severity": {
              "type": "score",
              "score": 0.6684,
              "probabilities": {
                "0": 0.3728,
                "1": 0.5938,
                "2": 0.0256,
                "3": 0.0078
              },
              "confidence": 0.323,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 408,
            "output_tokens": 0,
            "cost": 0.00003672
          }
        }
      }
    }
  ]
}
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