messages listlengths 3 3 | category stringclasses 15
values | capability_class stringclasses 7
values | source stringclasses 3
values | model stringclasses 2
values | seed_idx int64 0 1.22k | input_tokens int64 263 323 | output_tokens int64 427 3.27k | polish_model stringclasses 1
value | _judge dict | endpoint stringclasses 1
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[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_polish | claude-haiku-4-5 | 821 | 269 | 1,270 | claude-haiku-4-5 | {
"grounding": 7,
"structure": 8,
"voice": 9,
"notes": "Grounding: Strong alignment with Azure managed identity enumeration query. Realistic resource names, timestamps, and risk scores. However, some invented details (e.g., 'risk score 8.9/10') lack clear sourcing methodology—unclear if these are from actual Az... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | claude_polish | claude-haiku-4-5 | 312 | 275 | 1,341 | claude-haiku-4-5 | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent grounding: realistic healthcare scenario with plausible user accounts, IPs (RFC 5737 test range 203.0.113.45), timestamps within 14-day window, and threat patterns (credential sharing, bulk export, service account abuse, access velocity anomalies... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_haiku | claude-haiku-4-5 | 16 | 282 | 833 | null | {
"grounding": 6,
"structure": 7,
"voice": 7,
"notes": "Grounding: The answer invents realistic but unverified supporting data (IPs, timestamps, ASNs, device details) that go beyond what a SOC analyst would claim without actual tool output. The scenario conflates user-initiated reset with admin-initiated reset ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | claude_polish | claude-haiku-4-5 | 290 | 269 | 1,323 | claude-haiku-4-5 | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent response. Grounding: Realistic incident IDs, hostnames, IPs, timestamps, file hashes, and threat indicators (WannaCry, LockBit 3.0, mimikatz) are all plausible and internally consistent with healthcare ransomware scenarios. No contradictions with... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_polish | claude-haiku-4-5 | 367 | 272 | 1,306 | claude-haiku-4-5 | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong grounding: realistic ObjectIds, timestamps, IPs, and service principal names align with Azure/Graph identity audit context. Minor: IP geolocation claim (AWS eu-west-1) is plausible but unverified in the scenario. Structure excellent: severity tag pr... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | reports_dashboards | artifact | claude_polish | correlation | 28 | 281 | 2,000 | claude-haiku-4-5 | {
"grounding": 8,
"structure": 7,
"voice": 8,
"notes": "Grounding: Realistic data (IPs, hostnames, hashes, incident IDs) consistent with query; threat narrative (brute-force, lateral movement, ransomware) is plausible and well-framed. Minor: IPs like 172.16.5.4 are RFC1918 private ranges, unusual as 'external t... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | wazuh_siem | read | claude_haiku | claude-haiku-4-5 | 150 | 289 | 855 | null | {
"grounding": 7,
"structure": 9,
"voice": 9,
"notes": "Grounding: Strong realistic data (timestamps, IPs, rule IDs, hashes, file paths) that align with Wazuh conventions. However, the query asks for 'all alerts level >= 12' but the answer provides narrative correlation analysis rather than a structured alert l... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | nemotron_correlation | correlation | 47 | 275 | 2,000 | null | {
"grounding": 7,
"structure": 6,
"voice": 8,
"notes": "Grounding: Realistic data (hostnames, IPs, timestamps, hashes) well-invented and internally consistent. HIPAA/PHI tagging appropriate. Minor issue: dates are September 2023, not within 'last 30 days' from current context (appears to be a fixed scenario). S... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_haiku | claude-haiku-4-5 | 419 | 285 | 716 | null | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent response. Grounding: All invented data (hash, IP, timestamps, employee ID, C2 domain, VirusTotal counts) are realistic and internally consistent; no contradictions with the quarantine request. File path and host name match query exactly. Threat f... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | detection_rules | execute_code | claude_polish | correlation | 266 | 272 | 2,000 | claude-haiku-4-5 | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Strong threat-intel framing and realistic scenario, but KQL has minor issues—SecurityEvent 4769 doesn't have an 'EncryptionType' field directly; it uses 'TicketEncryptionType'. The field references (IpAddress, TargetUserName, ServiceName) are re... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | python_automation | execute_code | claude_polish | claude-haiku-4-5 | 161 | 280 | 1,639 | claude-haiku-4-5 | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Script correctly targets Azure Sentinel REST API with proper authentication flow and filtering logic. Invented data (host names, IPs, timestamps, file hash) is realistic and clearly framed as simulated. However, the correlation section conflates... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 818 | 270 | 1,478 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Realistic device names, IPs, timestamps, and compliance scenarios are well-invented and consistent with Intune non-compliance contexts. The hash example is plausible. Minor: antivirus hash in a compliance context is slightly unusual but defensib... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | react_investigations | workflow | claude_polish | claude-haiku-4-5 | 141 | 315 | 1,536 | claude-haiku-4-5 | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent response. Grounding: All IOCs, IPs, hashes, timestamps, and hostnames are internally consistent and realistic; threat framing (LockBit C2 ranges, persistence patterns, exfiltration behavior) aligns with known TTPs; no contradictions with query. S... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | cross_source_correlation | enrich | claude_polish | claude-haiku-4-5 | 18 | 284 | 1,183 | claude-haiku-4-5 | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent cross-source correlation answer. Grounding: Realistic data (host names, IPs, timestamps, hashes, file paths) are internally consistent and plausible for a Wazuh+Sentinel scenario; no contradictions with query intent. Minor: BASE64 PowerShell comm... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_haiku | claude-haiku-4-5 | 437 | 280 | 807 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong grounding: realistic Azure AD identifiers, UPNs, ObjectIDs, timestamps, and IP addresses are plausible and internally consistent. No contradictions with the query (removal of evan@contoso.com from Global Administrators). Threat-intel framing is appr... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_haiku | claude-haiku-4-5 | 1,015 | 273 | 811 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong grounding: realistic user accounts, plausible risk indicators (impossible travel, legacy auth, Tor exit nodes, stale access reviews), and Azure AD/Microsoft 365 context align with query. Minor: IP ranges are RFC 5737 documentation examples (198.51.1... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | security_incidents | read | nemotron_correlation | correlation | 5 | 270 | 626 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Answer correctly addresses Credential Access tactic incidents in Sentinel context with realistic artifacts (hostnames, IPs, timestamps, SHA-256 hash). KQL query is syntactically reasonable for Sentinel. Minor issue: SHA-256 hash is truncated ('a... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 797 | 267 | 2,000 | null | null | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | reports_dashboards | artifact | claude_polish | claude-haiku-4-5 | 124 | 298 | 1,584 | claude-haiku-4-5 | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent compliance report with strong factual grounding. Realistic data (host IPs, server names, percentages, dates, account counts) are internally consistent and plausible. Framework mappings (ISO 27001 Annex A sections, NIST CSF functions, CIS Controls... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | nemotron_correlation | correlation | 216 | 274 | 1,571 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Grounding: Realistic invented data (IPs, hash prefix, confidence scores, report counts) consistent with actual threat-intel tool outputs. No contradictions with query. Minor: SHA-256 hash truncated to 'a3f5c9e7…' is appropriate obfuscation. Structure: Seve... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | nemotron_correlation | correlation | 252 | 270 | 1,661 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Realistic PHI database scenario with plausible timestamps, IPs, and hashes. Minor issue: the KQL query uses SecurityEvent with EventID 4624 (logon) which is reasonable for access detection, but the TargetObject field is typically used for regist... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_haiku | claude-haiku-4-5 | 1,186 | 276 | 902 | null | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent response. Grounding: Realistic Intune scenario with plausible device names, timestamps (71 days stale), platform distribution, and regional clustering. No invented tools contradicting the query. Structure: Severity tag present (HIGH), clear Corre... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | react_investigations | workflow | nemotron_correlation | correlation | 203 | 307 | 1,056 | null | {
"grounding": 7,
"structure": 6,
"voice": 7,
"notes": "Grounding: IPs are realistic (mix of RFC 5737 documentation ranges and plausible public IPs); timestamps are consistent; threat tags (malicious-proxy, C2) are reasonable. Minor issue: correlation score of 0.87 is stated without methodology. Structure: Seve... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | claude_haiku | claude-haiku-4-5 | 199 | 277 | 677 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong answer with realistic TI data (VirusTotal scores, CDN IPs, certificate details, timestamps). All invented indicators are plausible and internally consistent. Minor: paste IDs (8f2k9x, a7q3m2n) are somewhat generic; could be more specific. Structure ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | claude_haiku | claude-haiku-4-5 | 92 | 279 | 944 | null | {
"grounding": 7,
"structure": 9,
"voice": 8,
"notes": "Grounding: Strong alignment with APT28/Fancy Bear threat actor context and realistic OTX pulse framing. Invented IoCs (domains, IPs, hashes) are plausible and internally consistent. Minor concern: domains like 'cloudflare-cdn[.]io' are slightly generic but... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | online_sources | enrich | claude_haiku | claude-haiku-4-5 | 264 | 276 | 871 | null | {
"grounding": 7,
"structure": 9,
"voice": 9,
"notes": "Grounding: Strong alignment with realistic FIN7 threat profile and plausible 2024 reporting themes (infrastructure expansion, Cobalt Strike variants, sector diversification). However, the query asks to 'look up' a specific Mandiant/Google TAG report, imply... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 845 | 266 | 1,135 | null | {
"grounding": 6,
"structure": 7,
"voice": 8,
"notes": "Grounding: The answer invents realistic but unverified data (IPs, timestamps, hashes, token samples) that align with the query intent. However, the query asks to 'list all enterprise applications' with high-privilege Graph permissions—a discovery/inventory... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | claude_polish | claude-haiku-4-5 | 167 | 278 | 1,238 | claude-haiku-4-5 | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent grounding: realistic IPs, timestamps, account names, and PACS-specific technical details (DICOM, SSL/TLS, ServiceNow CMDB) all consistent with healthcare security context. No invented tools—data presented as direct findings. Severity tag (HIGH) a... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_haiku | claude-haiku-4-5 | 263 | 275 | 577 | null | {
"grounding": 6,
"structure": 8,
"voice": 7,
"notes": "Grounding: The answer invents realistic but unverifiable data (timestamps, IP ranges, workstation IDs, manager IDs) that could mislead. While the technical approach is sound, the fabricated audit trail and dependency analysis go beyond 'realistic supportin... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | knowledge_base | memory | claude_haiku | claude-haiku-4-5 | 271 | 269 | 827 | null | {
"grounding": 7,
"structure": 8,
"voice": 9,
"notes": "Grounding: Strong realistic detail (IPs, hashes, timestamps, hostnames) but the query asks to 'look up our internal runbook'—the answer invents runbook section references (3.1, 4.2, escalation matrix) rather than acknowledging that an actual internal runbo... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | cross_source_correlation | enrich | claude_haiku | claude-haiku-4-5 | 10 | 282 | 831 | null | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent cross-source correlation answer. Grounding: realistic IOCs (hashes, IPs, hostnames, timestamps), plausible malware families and techniques (Trojan.GenericKD, UAC bypass, LSASS access, credential dumping), coherent threat narrative without contrad... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | python_automation | execute_code | claude_polish | claude-haiku-4-5 | 228 | 289 | 2,378 | claude-haiku-4-5 | {
"grounding": 7,
"structure": 6,
"voice": 8,
"notes": "Grounding: Script is realistic and factually consistent with MISP/AbuseIPDB APIs; rate limits (1500/day free tier) are accurate; IOC count (247) is plausible. Minor issue: code truncates mid-exception handler without completion. Structure: Correlation and ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 24 | 269 | 1,850 | null | {
"grounding": 6,
"structure": 7,
"voice": 7,
"notes": "Grounding: Mixed. The answer invents realistic but unverified data (IPs, timestamps, hashes) appropriately per instructions. However, the KQL query has issues—'AuthenticationRequirement == \"AdminConsent\"' is not a standard SigninLogs field; admin consent... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | mitre_compliance | artifact | claude_haiku | claude-haiku-4-5 | 23 | 281 | 1,082 | null | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent grounding: all five T1078 sub-techniques correctly identified with realistic coverage percentages, plausible detection scenarios (Kerberos TGT, CloudTrail, PIM logs), and genuine gaps (legacy systems, cross-forest trust). Invented data (hostnames... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | online_sources | enrich | claude_haiku | claude-haiku-4-5 | 0 | 286 | 723 | null | {
"grounding": 7,
"structure": 9,
"voice": 9,
"notes": "Grounding: CVE-2024-3400 is a real Palo Alto Networks PAN-OS vulnerability with accurate CVSS 9.8 and GlobalProtect context. CVSS vector (AV:N/AU:N) and patch versions (10.1.12, 11.0.3, 11.1.2) are factually correct. However, the March 28, 2024 patch date ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_polish | claude-haiku-4-5 | 763 | 272 | 1,094 | claude-haiku-4-5 | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Strong threat-intel framing with realistic application names, timestamps, and permission scopes (Directory.ReadWrite.All, AppRoleAssignment.ReadWrite.All, Mail.Read, Files.Read.All are genuine Azure AD permissions). Temporal clustering and publi... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | sentinel | read | claude_haiku | claude-haiku-4-5 | 73 | 271 | 964 | null | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent response. Grounding: All invented data (hostnames, IPs, timestamps, hashes, alert IDs) are realistic and internally consistent; no contradictions with the query for high-severity Sentinel alerts from last 12 hours. The threat intelligence framing... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | knowledge_base | memory | claude_polish | correlation | 104 | 270 | 2,000 | claude-haiku-4-5 | {
"grounding": 6,
"structure": 8,
"voice": 8,
"notes": "Grounding: The answer invents realistic technical details (IPs, hashes, timestamps, hostnames) as instructed, but the query references a 'contoso-pii-leak case from Q1' as if it exists in a knowledge base. The draft treats this as a real incident rather th... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | sentinel | read | claude_haiku | claude-haiku-4-5 | 85 | 271 | 962 | null | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent response. Grounding: All invented data (hostnames, IPs, timestamps, hashes, user accounts) are realistic and internally consistent; no contradictions with the query for high-severity Sentinel alerts from last 12 hours. Threat intelligence framing... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | nemotron_correlation | correlation | 53 | 323 | 1,236 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: The hash e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 is the SHA-256 of an empty string (a well-known test vector), which the draft does not acknowledge. This is a factual inconsistency—a real analyst would flag this as suspi... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | wazuh_siem | read | claude_haiku | claude-haiku-4-5 | 144 | 282 | 926 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Strong realistic detail (hostnames, IPs, PIDs, hashes, timestamps, event IDs) and threat framing (Emotet, AMSI, lateral movement). Minor issue: KQL query at end is Defender/M365 syntax, not native Wazuh query language (should use Wazuh API/JSON ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_polish | claude-haiku-4-5 | 680 | 272 | 1,681 | claude-haiku-4-5 | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong grounding: realistic Entra ID group scenarios, plausible GUIDs, timestamps, and attribute references (extensionAttribute5, employeeType, accountEnabled) consistent with Azure AD dynamic membership rules. Minor: cross-tenant sync dependency is realis... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_haiku | claude-haiku-4-5 | 919 | 268 | 835 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Realistic service principal and group names, plausible member counts and scenarios (nested groups, external guests, B2B accounts). AppID format correct. However, the KQL query mixes IdentityInfo and GroupMembership tables in a way that may not r... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | python_automation | execute_code | nemotron_correlation | correlation | 246 | 279 | 1,399 | null | null | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | claude_haiku | claude-haiku-4-5 | 114 | 281 | 736 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Grounding: Strong factual consistency with CVE-2024-3400 (real PAN-OS vuln, correct timeline). Invented IOCs (IPs, hashes, domains, ASNs) are realistic and internally consistent; no contradictions with query. Minor: ASN 45102 and 9808 are plausible but not... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | sentinel | read | claude_polish | claude-haiku-4-5 | 77 | 270 | 1,200 | claude-haiku-4-5 | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent response. Grounding: Realistic Sentinel query names, plausible alert counts, coherent threat narrative (process execution → credential access → exfiltration → lateral movement → persistence → privilege escalation), invented but consistent hostnam... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | online_sources | enrich | claude_haiku | claude-haiku-4-5 | 126 | 285 | 818 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Strong alignment with actual IcedID TTPs (banking trojan, phishing delivery, persistence via scheduled tasks/registry, webinjects, C2 beaconing). Invented artifacts (SHA256, IP 192.168.45.112, domain 185.220.101.45:8443, hostname WORKSTATION-047... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 912 | 273 | 1,197 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Good alignment with PIM audit logs and Azure AD context. Realistic data (timestamps within 14d window, plausible IPs, service principals). Minor issue: 'svc-backup' receiving 'Security Reader' is lower-privilege than 'Global Administrator', whic... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | security_incidents | read | nemotron_correlation | correlation | 70 | 267 | 1,711 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong response with realistic incident correlation data, clear severity tag (HIGH), and actionable recommendations. Code block is well-formed and directly addresses the query. Minor: timestamp format uses future date (2025-09-28) which is slightly inconsi... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_haiku | claude-haiku-4-5 | 82 | 273 | 611 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong answer with realistic supporting data (IPs, timestamps, request IDs, hostnames) that align with the write_high_risk MFA reset scenario. Severity tag present and appropriate. Audit trail, approval chain, and risk context are well-grounded. Minor: the... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_haiku | claude-haiku-4-5 | 49 | 281 | 510 | null | {
"grounding": 7,
"structure": 9,
"voice": 8,
"notes": "Grounding: Strong correlation narrative with realistic timestamps, IPs, and Azure AD context. Minor concern: the query asks to 'force a password reset' but doesn't explicitly state compromise; the draft infers compromise scenario (anomalous login, credenti... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | mitre_compliance | artifact | nemotron_correlation | correlation | 125 | 278 | 1,964 | null | null | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | nemotron_correlation | correlation | 169 | 270 | 1,961 | null | null | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | python_automation | execute_code | claude_polish | claude-haiku-4-5 | 236 | 283 | 2,192 | claude-haiku-4-5 | {
"grounding": 7,
"structure": 6,
"voice": 7,
"notes": "Grounding: Realistic phishing indicators (spoofed domain, SPF/DKIM failures, malicious URLs, file hashes, VirusTotal detections) are plausible and internally consistent. However, the SHA256 hash 'd41d8cd98f00b204e9800998ecf8427e' is actually the MD5 of an ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 1,086 | 269 | 1,551 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Realistic service principal IDs and timestamps are invented appropriately. However, the Kusto query contains a logical error—it filters for `TimeGenerated > ninetyDaysAgo` then checks `LastUsed < ninetyDaysAgo`, which would return no results. Th... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 243 | 267 | 1,916 | null | {
"grounding": 6,
"structure": 7,
"voice": 8,
"notes": "Grounding: The KQL query references AzureActivity and AuthenticationRequirement=='Guest', which is reasonable for guest user enumeration, but AzureActivity does not natively contain an 'AuthenticationRequirement' field—this is a minor factual inconsistency... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | online_sources | enrich | claude_haiku | claude-haiku-4-5 | 255 | 286 | 683 | null | {
"grounding": 7,
"structure": 9,
"voice": 8,
"notes": "Grounding: CVE-2024-3400 is a real Palo Alto Networks PAN-OS vulnerability with accurate CVSS 8.6 and affected versions (10.2.3, 11.0.2, 11.1.1). However, the specific advisory number 'SA-PAN-11-3400' and Shodan statistics (12,400 devices, 8-12% unpatched)... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | cross_source_correlation | enrich | claude_polish | claude-haiku-4-5 | 23 | 283 | 1,425 | claude-haiku-4-5 | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Grounding: Realistic IOCs, timestamps, and tool outputs (Sentinel, Wazuh, OpenCTI) are internally consistent. APT28 and FIN7 attributions are plausible threat actors. One minor issue: 192.168.1.105 is a private RFC1918 range, which contradicts the claim it... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_haiku | claude-haiku-4-5 | 289 | 281 | 718 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong response with realistic threat correlation, clear severity tag (HIGH), and well-structured remediation steps. Invented data (IPs, timestamps, hostnames, session counts) is internally consistent and plausible. KQL query is syntactically valid and con... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | nemotron_correlation | correlation | 56 | 276 | 1,113 | null | {
"grounding": 6,
"structure": 7,
"voice": 7,
"notes": "Grounding: Realistic timestamps, IPs, and operation IDs are invented appropriately per instructions. However, the Azure Graph API code block contains inaccuracies—the `update()` method signature and property names (mfa_enforcement_enabled, additionalProper... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | online_sources | enrich | nemotron_correlation | correlation | 13 | 272 | 1,364 | null | {
"grounding": 6,
"structure": 7,
"voice": 7,
"notes": "Grounding: CVE-2024-XXXXX is a placeholder that doesn't reference a real advisory; the query asks to search vendor advisories but the answer invents data rather than demonstrating a search methodology. The correlation between advisory, scanning activity, a... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | nemotron_correlation | correlation | 292 | 276 | 1,738 | null | {
"grounding": 6,
"structure": 7,
"voice": 7,
"notes": "Grounding: The answer addresses HIPAA §164.308 audit-log requirements and invents realistic supporting data (hostnames, IPs, timestamps, hashes) as instructed. However, it frames the response as a reactive incident correlation rather than a proactive check... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | mitre_compliance | artifact | nemotron_correlation | correlation | 145 | 279 | 1,325 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Strong alignment with CIS Control 8 (audit log management) and realistic Wazuh/Sentinel coverage gaps. Data (hostnames, IPs, timestamps, hashes) is plausible and contextually appropriate. Minor concern: 'wazuh-log-agent' command in code block is... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | knowledge_base | memory | nemotron_correlation | correlation | 170 | 274 | 1,806 | null | {
"grounding": 7,
"structure": 6,
"voice": 7,
"notes": "Grounding: Realistic LockBit 3.0 TTPs and IoCs are presented (C2 IP, file hashes, ransom note template, process chain), consistent with known LockBit behavior. However, the query asks what 'CFNemotron knows' from a knowledge base, implying retrieval of exi... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | nemotron_correlation | correlation | 129 | 270 | 1,785 | null | null | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | claude_haiku | claude-haiku-4-5 | 142 | 279 | 1,003 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong response with realistic threat intelligence framing. APT28/Fancy Bear attribution is accurate; invented IoCs (domains, IPs, hashes) are plausible and internally consistent. MITRE ATT&CK techniques cited are appropriate for APT28. Minor grounding ded... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 1,074 | 269 | 1,516 | null | null | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_haiku | claude-haiku-4-5 | 306 | 283 | 933 | null | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent response. Grounding: Realistic malware indicators (Emotet, trojan.win32, credential dumping, C2 beaconing, persistence mechanisms) are internally consistent and plausible; invented IPs, hashes, hostnames, and timestamps are contextually appropria... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | detection_rules | execute_code | claude_haiku | claude-haiku-4-5 | 5 | 279 | 1,046 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong grounding: KQL syntax is valid and targets correct OfficeActivity operations (New-InboxRule, Set-InboxRule, Enable-InboxRule); realistic indicators (AS64512/64513 are IANA reserved for documentation, bulletproof hosting reference is appropriate); MI... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | knowledge_base | memory | nemotron_correlation | correlation | 455 | 268 | 1,286 | null | null | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | claude_haiku | claude-haiku-4-5 | 201 | 279 | 984 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong grounding: realistic MISP query framing, plausible ransomware attribution (LockBit 3.0, BlackCat), invented indicators (domains, IPs, hashes, hostnames) are internally consistent and don't contradict the query. Minor: 192.0.2.88 is documentation-res... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 864 | 269 | 1,514 | null | {
"grounding": 6,
"structure": 7,
"voice": 7,
"notes": "Grounding: The answer invents a KQL query against SecurityEvents table, but the user query specifies 'graph_identity' category with Graph API capability. Admin consent events in Azure AD are typically queried via Microsoft Graph (AuditLogs endpoint) or Azu... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | nemotron_correlation | correlation | 134 | 271 | 1,292 | null | {
"grounding": 6,
"structure": 7,
"voice": 8,
"notes": "Grounding: Realistic Wazuh scenario (open SSH, default creds, SNMP) but CVE-2024-5678 is invented and not verifiable; external IPs are placeholder ranges (203.0.113.0/24 is TEST-NET-3, appropriate for examples). Structure: Severity tag present, Markdown va... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | knowledge_base | memory | claude_haiku | claude-haiku-4-5 | 268 | 278 | 792 | null | {
"grounding": 7,
"structure": 8,
"voice": 9,
"notes": "Grounding: Strong alignment with real Entra ID escalation response patterns (Conditional Access, token revocation, OAuth audit). Invented data (IPs, timestamps, hashes, app IDs) are realistic and contextually appropriate. Minor concern: 'CFNemotron' is not... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_haiku | claude-haiku-4-5 | 165 | 275 | 1,162 | null | {
"grounding": 7,
"structure": 9,
"voice": 8,
"notes": "Grounding: Strong correlation analysis with realistic Entra audit patterns (credential changes, service principals, permission escalation). IPs use RFC 5737 documentation ranges appropriately. ObjectId format is valid. However, the query asks to 'find all ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | online_sources | enrich | claude_haiku | claude-haiku-4-5 | 77 | 280 | 1,094 | null | {
"grounding": 7,
"structure": 9,
"voice": 9,
"notes": "Grounding: Strong realistic detail (ASNs, IP ranges, KB numbers, CVSS scores, hash format) but CVE-2024-1086 and CVE-2024-0519 are real vulnerabilities with accurate severity/type attribution, which is good. However, the specific exploitation timeline (202... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | knowledge_base | memory | nemotron_correlation | correlation | 171 | 265 | 1,346 | null | null | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | wazuh_siem | read | claude_haiku | claude-haiku-4-5 | 149 | 275 | 1,159 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong answer with realistic agent names, IPs, timestamps, and technical depth. Grounding is high—all details align with Wazuh architecture (port 1514, agent keys, manager logs, version compatibility). Structure is excellent: severity tag present, clear se... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | nemotron_correlation | correlation | 14 | 278 | 1,543 | null | {
"grounding": 7,
"structure": 6,
"voice": 8,
"notes": "Grounding: Realistic IOCs and event structure, but CVE-2024-3400 is a real PAN-OS vulnerability (not invented), so framing is appropriate. Minor concern: the phishing campaign angle is plausible but not verified against actual threat intel. Structure: Seve... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | nemotron_correlation | correlation | 212 | 271 | 1,530 | null | {
"grounding": 6,
"structure": 7,
"voice": 7,
"notes": "Grounding: Mixed. The answer correctly addresses the query (Entra sign-ins to Epic from non-corporate IPs) and uses realistic data (IPs, timestamps, hostnames, hashes). However, there are internal inconsistencies: IP 10.23.45.78 is a private RFC1918 range,... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | claude_haiku | claude-haiku-4-5 | 54 | 280 | 946 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Strong alignment with HIPAA §164.308 audit requirements (access control, data integrity, retention, incident correlation). Realistic hostnames, IPs, timestamps, and hashes are well-integrated. KQL query appropriately targets EventIDs for authent... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | mitre_compliance | artifact | claude_polish | correlation | 156 | 279 | 2,000 | claude-haiku-4-5 | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong grounding: all five T1078 sub-techniques correctly mapped with realistic detection scenarios (Windows Event IDs, EDR, cloud logs). Invented data (IPs, timestamps, hashes, hostnames) are internally consistent and plausible. Minor: hash format 'a1b2c3... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | python_automation | execute_code | nemotron_correlation | correlation | 239 | 274 | 1,647 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Realistic Graph API details (endpoint, request ID, throttling behavior, IP) are plausible; CSV schema and LDAP sync mention are appropriate. Minor issue: the code logic inverts the CSV check (disables if accountEnabled != 'false', which is backw... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | cross_source_correlation | enrich | claude_polish | claude-haiku-4-5 | 135 | 284 | 1,739 | claude-haiku-4-5 | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent response. Grounding: All invented data (IPs, timestamps, hostnames, hashes, alert names) are realistic and internally consistent; no contradictions with the query intent. The correlation narrative is plausible (sign-in risk → Sentinel alert → Waz... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_polish | correlation | 300 | 271 | 2,000 | claude-haiku-4-5 | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Realistic Azure AD session data and technical details are well-constructed (SID format, token hashes, timestamps, IPs). However, the query asks to 'revoke all active sign-in sessions'—a direct action request—but the draft frames this as correlat... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | knowledge_base | memory | nemotron_correlation | correlation | 274 | 272 | 1,419 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong response with realistic invented data (IPs, timestamps, hashes, hostnames) that align with a Q1 2024 PII leak scenario. Timeline is coherent and threat-intel framing (APT-RED linkage) is plausible. KQL query is well-formed and contextually appropria... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 735 | 271 | 1,181 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Query asks for Entra audit events on credential changes; answer correctly frames this as UpdateApplication operations with Credential activity. Invented data (timestamps, IPs, app IDs, hashes) are realistic and internally consistent. Minor issue... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | detection_rules | execute_code | claude_polish | claude-haiku-4-5 | 308 | 277 | 1,346 | claude-haiku-4-5 | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: YARA rule syntax is valid and beacon strings are accurate (BeaconType, MaxGetSize, SpawnTo, CryptoScheme are real Cobalt Strike config fields). Invented data (IPs, hashes, hostnames, timestamps) is realistic and internally consistent. However, t... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_polish | claude-haiku-4-5 | 720 | 268 | 1,201 | claude-haiku-4-5 | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Strong realistic data (timestamps, IPs, anomaly scores, account names). Minor issue: claims 11 Global Admins identified but only 4 shown in JSON output—inconsistency between narrative and data. Service principal elevation narrative is plausible ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | nemotron_correlation | correlation | 459 | 266 | 1,902 | null | {
"grounding": 6,
"structure": 7,
"voice": 8,
"notes": "Grounding: Realistic data (SIDs, IPs, timestamps, hashes) are well-invented and consistent with Azure AD/Graph identity context. However, the KQL query references 'AzureActiveDirectoryIdentity' table and 'isMultiFactorAuthenticationEnabled' field which are... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | claude_haiku | claude-haiku-4-5 | 166 | 280 | 1,048 | null | {
"grounding": 9,
"structure": 9,
"voice": 9,
"notes": "Excellent grounding: realistic hostnames (AD-SRVR-01, EPIC-AUDIT-DB), plausible IPs (10.42.x.x range), specific §164.308 citations with accurate regulatory references, and invented metrics (847 authentications, 94% audit trail completeness, 6% gap) that al... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | threat_intelligence | enrich | claude_haiku | claude-haiku-4-5 | 111 | 279 | 913 | null | {
"grounding": 7,
"structure": 9,
"voice": 9,
"notes": "Grounding: Strong realistic data (CVE references, hash formats, AS numbers, sector targeting). Minor concern: CVE-2024-21893 is plausible but unverifiable; the specific percentages (89%, 73%) and average ransom ($2.1M) are invented but reasonable for threa... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | wazuh_siem | read | claude_polish | correlation | 127 | 279 | 2,000 | claude-haiku-4-5 | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong grounding: realistic agent names, IPs, timestamps, hashes, and file sizes consistent with Wazuh FIM alerts for /etc/passwd and /etc/shadow. Rule ID 550 is plausible. Minor: no explicit query syntax shown (e.g., Wazuh API call or dashboard filter), b... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | react_investigations | workflow | claude_haiku | claude-haiku-4-5 | 38 | 308 | 956 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong response with realistic threat intelligence correlation across multiple tools (OTX, AbuseIPDB, Sentinel, Entra). IPs and timestamps are plausible (185.220.101.45 is in Tor exit node range, 203.0.113.52 is TEST-NET-3, appropriate for invented data). ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | wazuh_siem | read | nemotron_correlation | correlation | 142 | 270 | 1,230 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Realistic agent names, IPs, and timestamps are well-invented and consistent with the query. The correlation section appropriately frames potential causes (config reload, network issues) without inventing contradictory tool outputs. Minor issue: ... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | react_investigations | workflow | claude_haiku | claude-haiku-4-5 | 48 | 319 | 1,027 | null | {
"grounding": 9,
"structure": 10,
"voice": 10,
"notes": "Excellent response. Grounding: All tool references (Entra ID, Sentinel, Wazuh, AbuseIPDB) are legitimate and correctly framed; invented data (IPs, timestamps, hostnames, hashes, alert counts) are realistic and internally consistent; threat narrative is p... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | cross_source_correlation | enrich | claude_polish | correlation | 25 | 278 | 2,000 | claude-haiku-4-5 | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Grounding: Strong factual consistency with query (AbuseIPDB + Sentinel correlation). Realistic IPs (185.62.190.42, 203.0.113.7 are valid formats; 52.23.14.9 is AWS public range but acceptable for realistic scenario). Timestamps, usernames, and abuse scores... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | graph_identity | read | claude_haiku | claude-haiku-4-5 | 594 | 272 | 826 | null | {
"grounding": 8,
"structure": 9,
"voice": 9,
"notes": "Strong grounding: realistic enterprise scenario with plausible app names (Microsoft Graph, Azure Management, CloudSync), credible permission scopes (Directory.ReadWrite.All, Mail.Send), and authentic service account patterns. Temporal clustering and audit ... | null |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | healthcare_security | read | nemotron_correlation | correlation | 291 | 273 | 1,858 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Realistic data (IPs, timestamps, hashes, hostnames) are plausible and internally consistent. Break-glass token format and audit log structure align with healthcare security practices. Minor deduction: the query asks for 'users with break-glass a... | http://localhost:8002/v1/chat/completions |
[
{
"role": "system",
"content": "You are CyberFuse SecLM, an on-premise SOC analyst AI. The orchestration layer has already invoked the relevant MCP tools and is handing you the consolidated outputs. Produce the analyst answer.\n\nREQUIRED OUTPUT SHAPE:\n1. Begin with a severity tag in **bold** on its own li... | write_ops | write_high_risk | claude_haiku | claude-haiku-4-5 | 283 | 275 | 672 | null | {
"grounding": 7,
"structure": 8,
"voice": 8,
"notes": "Grounding: Strong realistic detail (hostnames, IPs, timestamps, GUIDs, service accounts) that aligns with enterprise AD removal scenarios. However, the query asks to 'Remove user dave@contoso.com' as a write operation, but the draft frames this as analysis... | null |
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