wave3i-dense-rar-2026-04-24T0854.md

Wave 3+I Dense-first RAR Benchmark

• Schema: dense-rar-v3
• Run ID: dense-rar-2026-04-24T0854
• Mode: formal (live providers explicitly allowed)
• Git: 9148853 (clean)
• Vault root: <REMOTE_RESEARCH_VAULT>
• Manifest: 200 entries (18 real + 182 adversarial junk)
• Manifest hash: bd9afb901dadd199
• Queries hash: bcce230b845b7226
• Query suite: wave3-adversarial-retrieval (1.0.0, adversarial)
• Query categories: near_neighbor_memory, lexical_trap, cross_lingual, negative_exclusion, methodology_philosophy, engineering_specific
• Queries: 24
• Runs per (pipeline × query): 1
• Stage 1: BGE-M3-Q4_K_M-8080-TopK50 via <NON_LOCAL_PROVIDER_ENDPOINT> (model: bge-m3)
• Embedding timeout: 180000ms
• Corpus batch size: 50
• Stage-1 candidate pool: 50
• Final top-K: 5
• Stage 2 judge: deepseek-v4-flash via https://api.deepseek.com (thinking: disabled)
• Pipelines: dense, dense-rar, dense-adaptive
• Total calls: 72

Aggregated (all runs flattened)

Pipeline	Status	Valid	Errors	Top-1	Top-5	p50 latency	p90 latency	Avg latency	Judge exposure
dense	ok	24/24	0	17/24 (70.8%)	18/24 (75.0%)	526ms	576ms	5532ms	0
dense-rar	ok	24/24	0	24/24 (100.0%)	24/24 (100.0%)	1703ms	1842ms	1724ms	50
dense-adaptive	ok	24/24	0	24/24 (100.0%)	24/24 (100.0%)	1615ms	1854ms	1678ms	50 on 100%, 0 on 0%

Candidate Recall by Category

Pipeline	Category	Valid	Top-1	Top-5	Candidate hit	Candidate miss	Synthetic miss	Real miss	Empty miss
dense	cross_lingual	4/4	4/4	4/4	4/4	0/4	0	0	0
dense	engineering_specific	4/4	1/4	1/4	4/4	0/4	3	0	0
dense	lexical_trap	4/4	4/4	4/4	4/4	0/4	0	0	0
dense	methodology_philosophy	4/4	3/4	4/4	4/4	0/4	1	0	0
dense	near_neighbor_memory	4/4	4/4	4/4	4/4	0/4	0	0	0
dense	negative_exclusion	4/4	1/4	1/4	4/4	0/4	3	0	0
dense-rar	cross_lingual	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-rar	engineering_specific	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-rar	lexical_trap	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-rar	methodology_philosophy	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-rar	near_neighbor_memory	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-rar	negative_exclusion	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-adaptive	cross_lingual	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-adaptive	engineering_specific	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-adaptive	lexical_trap	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-adaptive	methodology_philosophy	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-adaptive	near_neighbor_memory	4/4	4/4	4/4	4/4	0/4	0	0	0
dense-adaptive	negative_exclusion	4/4	4/4	4/4	4/4	0/4	0	0	0

Trust Status

• Result status: valid-execution
• Formal eligible: yes

Adaptive gating stats

dense-adaptive

• Skip rate: 0/24 (0.0%)
• Top-1 on skipped queries: 0/0 (0%)
• Top-1 on invoked queries: 24/24 (100.0%)
• Gate threshold: stage1_score[0] / stage1_score[1] ≥ 1.5