HISTORICAL RECORD · 2026-10-08 · risk-11
A fire drill finished successfully with no injuries or issues.
A fire drill finished successfully with no injuries or issues.
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
| Model | Run 1 | Run 2 | Run 3 | Changed answer? |
|---|---|---|---|---|
| Clef | false | false | false | No |
| Clef-flash | false | false | false | No |
| Jev 1.13 | false | false | false | No |
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
| Model | Run 1 | Run 2 | Run 3 | Changed answer? |
|---|---|---|---|---|
| Clef | safety | safety | safety | No |
| Clef-flash | safety | safety | safety | No |
| Jev 1.13 | safety | safety | safety | No |
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: 0
- 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
| Model | Run 1 | Run 2 | Run 3 | Changed answer? |
|---|---|---|---|---|
| Clef | 0.1746 | 0.1746 | 0.1746 | No |
| Clef-flash | 0.1046 | 0.1046 | 0.1046 | No |
| Jev 1.13 | 0 | 0 | 0 | No |
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: 610 ms · $0.00009744
- Clef-flash · run 1: 439 ms · $0.00003654
- Jev 1.13 · run 1: 387 ms · $0.00001945
- Clef-flash · run 2: 376 ms · $0.00003654
- Jev 1.13 · run 2: 321 ms · $0.00001945
- Clef · run 2: 770 ms · $0.00009744
- Jev 1.13 · run 3: 375 ms · $0.00001945
- Clef · run 3: 442 ms · $0.00009744
- Clef-flash · run 3: 540 ms · $0.00003654
Full task, reference answers and raw recorded responses
{
"sample": {
"state": "A fire drill finished successfully with no injuries or issues.",
"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": {
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},
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"result": {
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},
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},
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},
"severity": {
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},
"confidence": 0.6814,
"legend": {
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}
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"legend": {
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}
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"severity": {
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"3": 0
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"legend": {
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"repeat": 2,
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"measuredAt": "2026-10-08T09:28:40.355Z",
"durationMs": 376,
"status": "success",
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"model": "cloudflare/clef-flash",
"provider": "Cloudflare",
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},
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"severity": {
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"confidence": 0.8449,
"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"
}
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{
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"repeat": 2,
"outcome": {
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"measuredAt": "2026-10-08T09:28:40.745Z",
"durationMs": 321,
"status": "success",
"result": {
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"provider": "TypeSafe",
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"urgent": {
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"noul": 0.05
},
"category": {
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"severity": {
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"2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
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"measuredAt": "2026-10-08T09:28:41.081Z",
"durationMs": 770,
"status": "success",
"result": {
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"model": "cloudflare/clef",
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"answers": {
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},
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"legend": {
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{
"caseId": "risk-11",
"repeat": 3,
"outcome": {
"model": "jev",
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"durationMs": 375,
"status": "success",
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"answers": {
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"probabilities": {
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},
"severity": {
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"probabilities": {
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"2": 0,
"3": 0
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"legend": {
"0": "No unresolved risk or impact",
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"2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
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{
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"repeat": 3,
"outcome": {
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"status": "success",
"result": {
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"confidence": 0.6814,
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{
"caseId": "risk-11",
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"outcome": {
"model": "clef-flash",
"measuredAt": "2026-10-08T09:30:13.519Z",
"durationMs": 540,
"status": "success",
"result": {
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"model": "cloudflare/clef-flash",
"provider": "Cloudflare",
"answers": {
"urgent": {
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"noul": 0.0125
},
"category": {
"type": "choice",
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"probabilities": {
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"operations": 0.0751
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"severity": {
"type": "score",
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"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"
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]
}