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HISTORICAL RECORD · 2026-10-08 · risk-09

A blocked emergency exit in an occupied building requires immediate correction, but no active fire exists.

A blocked emergency exit in an occupied building requires immediate correction, but no active fire exists.

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: true

ModelRun 1Run 2Run 3Changed answer?
CleftruetruetrueNo
Clef-flashtruetruetrueNo
Jev 1.13truetruetrueNo

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: safety

  • 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?
ClefsafetysafetysafetyNo
Clef-flashsafetysafetysafetyNo
Jev 1.13safetysafetysafetyNo

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: 2

  • 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?
Clef2.21172.21172.2117No
Clef-flash1.98441.98441.9844No
Jev 1.132.072.062.07No

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: 692 ms · $0.00009912
  • Clef-flash · run 1: 475 ms · $0.00003717
  • Jev 1.13 · run 1: 411 ms · $0.00001974
  • Clef-flash · run 2: 432 ms · $0.00003717
  • Jev 1.13 · run 2: 349 ms · $0.00001974
  • Clef · run 2: 1086 ms · $0.00009912
  • Jev 1.13 · run 3: 335 ms · $0.00001974
  • Clef · run 3: 1073 ms · $0.00009912
  • Clef-flash · run 3: 521 ms · $0.00003717
Full task, reference answers and raw recorded responses
{
  "sample": {
    "state": "A blocked emergency exit in an occupied building requires immediate correction, but no active fire exists.",
    "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": true,
    "category": "safety",
    "severity": 2
  },
  "runs": [
    {
      "caseId": "risk-09",
      "repeat": 1,
      "outcome": {
        "model": "clef",
        "measuredAt": "2026-10-08T09:27:06.864Z",
        "durationMs": 692,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451626-GLQIiSQMqSHNuwNGkm0n",
          "model": "cloudflare/clef",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.9594
            },
            "category": {
              "type": "choice",
              "choice": "safety",
              "probabilities": {
                "security": 0.0099,
                "safety": 0.9687,
                "operations": 0.0214
              },
              "confidence": 0.9085
            },
            "severity": {
              "type": "score",
              "score": 2.2117,
              "probabilities": {
                "0": 0.0104,
                "1": 0.0265,
                "2": 0.7041,
                "3": 0.259
              },
              "confidence": 0.4183,
              "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": 413,
            "output_tokens": 0,
            "cost": 0.00009912
          }
        }
      }
    },
    {
      "caseId": "risk-09",
      "repeat": 1,
      "outcome": {
        "model": "clef-flash",
        "measuredAt": "2026-10-08T09:27:07.566Z",
        "durationMs": 475,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451627-ZmNFsrZX9JMwiU2U2iSr",
          "model": "cloudflare/clef-flash",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.7409
            },
            "category": {
              "type": "choice",
              "choice": "safety",
              "probabilities": {
                "security": 0.0044,
                "safety": 0.9814,
                "operations": 0.0142
              },
              "confidence": 0.945
            },
            "severity": {
              "type": "score",
              "score": 1.9844,
              "probabilities": {
                "0": 0.0199,
                "1": 0.0368,
                "2": 0.8823,
                "3": 0.061
              },
              "confidence": 0.7118,
              "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": 413,
            "output_tokens": 0,
            "cost": 0.00003717
          }
        }
      }
    },
    {
      "caseId": "risk-09",
      "repeat": 1,
      "outcome": {
        "model": "jev",
        "measuredAt": "2026-10-08T09:27:08.051Z",
        "durationMs": 411,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451628-cDXlLBTXSEM2vQoqdH26",
          "model": "typesafe/jev-1.13-20260917",
          "provider": "TypeSafe",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.74
            },
            "category": {
              "type": "choice",
              "choice": "safety",
              "probabilities": {
                "security": 0,
                "safety": 1,
                "operations": 0
              },
              "confidence": 1
            },
            "severity": {
              "type": "score",
              "score": 2.07,
              "probabilities": {
                "0": 0,
                "1": 0,
                "2": 0.93,
                "3": 0.07
              },
              "confidence": 0.93,
              "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": 470,
            "output_tokens": 72,
            "cost": 0.00001974
          }
        }
      }
    },
    {
      "caseId": "risk-09",
      "repeat": 2,
      "outcome": {
        "model": "clef-flash",
        "measuredAt": "2026-10-08T09:28:36.791Z",
        "durationMs": 432,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451716-qWi2Uyn7vm7OTgMTQw6O",
          "model": "cloudflare/clef-flash",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.7409
            },
            "category": {
              "type": "choice",
              "choice": "safety",
              "probabilities": {
                "security": 0.0044,
                "safety": 0.9814,
                "operations": 0.0142
              },
              "confidence": 0.945
            },
            "severity": {
              "type": "score",
              "score": 1.9844,
              "probabilities": {
                "0": 0.0199,
                "1": 0.0368,
                "2": 0.8823,
                "3": 0.061
              },
              "confidence": 0.7118,
              "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": 413,
            "output_tokens": 0,
            "cost": 0.00003717
          }
        }
      }
    },
    {
      "caseId": "risk-09",
      "repeat": 2,
      "outcome": {
        "model": "jev",
        "measuredAt": "2026-10-08T09:28:37.234Z",
        "durationMs": 349,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451717-Nww5Js50lOYhUaKIUeoa",
          "model": "typesafe/jev-1.13-20260917",
          "provider": "TypeSafe",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.74
            },
            "category": {
              "type": "choice",
              "choice": "safety",
              "probabilities": {
                "security": 0,
                "safety": 1,
                "operations": 0
              },
              "confidence": 1
            },
            "severity": {
              "type": "score",
              "score": 2.06,
              "probabilities": {
                "0": 0,
                "1": 0,
                "2": 0.94,
                "3": 0.06
              },
              "confidence": 0.94,
              "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": 470,
            "output_tokens": 72,
            "cost": 0.00001974
          }
        }
      }
    },
    {
      "caseId": "risk-09",
      "repeat": 2,
      "outcome": {
        "model": "clef",
        "measuredAt": "2026-10-08T09:28:37.595Z",
        "durationMs": 1086,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451717-wTw2RXCgQSJEyh5d7Z0C",
          "model": "cloudflare/clef",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.9594
            },
            "category": {
              "type": "choice",
              "choice": "safety",
              "probabilities": {
                "security": 0.0099,
                "safety": 0.9687,
                "operations": 0.0214
              },
              "confidence": 0.9085
            },
            "severity": {
              "type": "score",
              "score": 2.2117,
              "probabilities": {
                "0": 0.0104,
                "1": 0.0265,
                "2": 0.7041,
                "3": 0.259
              },
              "confidence": 0.4183,
              "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": 413,
            "output_tokens": 0,
            "cost": 0.00009912
          }
        }
      }
    },
    {
      "caseId": "risk-09",
      "repeat": 3,
      "outcome": {
        "model": "jev",
        "measuredAt": "2026-10-08T09:30:09.033Z",
        "durationMs": 335,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451809-cd61ITIs6asRS5jCZOPT",
          "model": "typesafe/jev-1.13-20260917",
          "provider": "TypeSafe",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.74
            },
            "category": {
              "type": "choice",
              "choice": "safety",
              "probabilities": {
                "operations": 0,
                "security": 0,
                "safety": 1
              },
              "confidence": 1
            },
            "severity": {
              "type": "score",
              "score": 2.07,
              "probabilities": {
                "0": 0,
                "1": 0,
                "2": 0.93,
                "3": 0.07
              },
              "confidence": 0.93,
              "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": 470,
            "output_tokens": 72,
            "cost": 0.00001974
          }
        }
      }
    },
    {
      "caseId": "risk-09",
      "repeat": 3,
      "outcome": {
        "model": "clef",
        "measuredAt": "2026-10-08T09:30:09.385Z",
        "durationMs": 1073,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451809-cLGqamyh6szYTVtNCTb1",
          "model": "cloudflare/clef",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.9594
            },
            "category": {
              "type": "choice",
              "choice": "safety",
              "probabilities": {
                "security": 0.0099,
                "safety": 0.9687,
                "operations": 0.0214
              },
              "confidence": 0.9085
            },
            "severity": {
              "type": "score",
              "score": 2.2117,
              "probabilities": {
                "0": 0.0104,
                "1": 0.0265,
                "2": 0.7041,
                "3": 0.259
              },
              "confidence": 0.4183,
              "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": 413,
            "output_tokens": 0,
            "cost": 0.00009912
          }
        }
      }
    },
    {
      "caseId": "risk-09",
      "repeat": 3,
      "outcome": {
        "model": "clef-flash",
        "measuredAt": "2026-10-08T09:30:10.475Z",
        "durationMs": 521,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451810-vCJTzjLmoZoxkfx9WsqO",
          "model": "cloudflare/clef-flash",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.7409
            },
            "category": {
              "type": "choice",
              "choice": "safety",
              "probabilities": {
                "security": 0.0044,
                "safety": 0.9814,
                "operations": 0.0142
              },
              "confidence": 0.945
            },
            "severity": {
              "type": "score",
              "score": 1.9844,
              "probabilities": {
                "0": 0.0199,
                "1": 0.0368,
                "2": 0.8823,
                "3": 0.061
              },
              "confidence": 0.7118,
              "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": 413,
            "output_tokens": 0,
            "cost": 0.00003717
          }
        }
      }
    }
  ]
}
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