HISTORICAL RECORD · 2026-10-08 · risk-05
Smoke is spreading in an occupied warehouse and staff have not evacuated.
Smoke is spreading in an occupied warehouse and staff have not evacuated.
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
| Model | Run 1 | Run 2 | Run 3 | Changed answer? |
|---|---|---|---|---|
| Clef | true | true | true | No |
| Clef-flash | true | true | true | No |
| Jev 1.13 | true | true | true | 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: 3
- 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 | 2.8881 | 2.8881 | 2.8881 | No |
| Clef-flash | 2.4536Differs from reference | 2.4536Differs from reference | 2.4536Differs from reference | No |
| Jev 1.13 | 2.99 | 2.99 | 2.99 | 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: 507 ms · $0.00009792
- Clef-flash · run 1: 435 ms · $0.00003672
- Jev 1.13 · run 1: 386 ms · $0.00001953
- Clef-flash · run 2: 382 ms · $0.00003672
- Jev 1.13 · run 2: 358 ms · $0.00001953
- Clef · run 2: 649 ms · $0.00009792
- Jev 1.13 · run 3: 355 ms · $0.00001953
- Clef · run 3: 694 ms · $0.00009792
- Clef-flash · run 3: 375 ms · $0.00003672
Full task, reference answers and raw recorded responses
{
"sample": {
"state": "Smoke is spreading in an occupied warehouse and staff have not evacuated.",
"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": {
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"safety": "Physical harm, fire, building or chemical safety",
"operations": "Availability, logistics or business workflow"
}
},
"severity": {
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"Contained minor issue, blocked attempt, or safe workaround",
"Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
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]
}
}
},
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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",
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}