HISTORICAL RECORD · 2026-10-08 · risk-14
A minor spill is cordoned off and the walking route is safe.
A minor spill is cordoned off and the walking route is safe.
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: 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
| Model | Run 1 | Run 2 | Run 3 | Changed answer? |
|---|---|---|---|---|
| Clef | 0.9852 | 0.9852 | 0.9852 | No |
| Clef-flash | 0.7599 | 0.7599 | 0.7599 | No |
| Jev 1.13 | 1 | 1 | 1 | 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: 623 ms · $0.00009816
- Clef-flash · run 1: 436 ms · $0.00003681
- Jev 1.13 · run 1: 336 ms · $0.00001957
- Clef-flash · run 2: 456 ms · $0.00003681
- Jev 1.13 · run 2: 324 ms · $0.00001957
- Clef · run 2: 654 ms · $0.00009816
- Jev 1.13 · run 3: 419 ms · $0.00001957
- Clef · run 3: 596 ms · $0.00009816
- Clef-flash · run 3: 409 ms · $0.00003681
Full task, reference answers and raw recorded responses
{
"sample": {
"state": "A minor spill is cordoned off and the walking route is safe.",
"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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"Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
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]
}
}
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}