Pain Research Pipeline — Quality Report

Run date: 2026-07-19  ·  2 niches  ·  Mode: prod (twin Sonnet, Opus stage2)  ·  Total wall time: 3h 16m
Niches Run
2
SSCF + PCC
Total Posts Mined
410
G0 source-scope passed
Total Quotes
257
raw-quotes.json (stage 3)
Pain Clusters
17
9 SSCF + 8 PCC
Ad Structures
123
87 checkable · 87 grounded
G5 Grounding
87/87
100% SPAN_EXACT pass
Gate Warnings
7
all soft — gates passed
Pipeline Outcome
PASS
0 aborts · 0 failures

Per-Stage Execution

SSCF Stainless Steel Cat Fountain — stage timings & gate results

StageNameDurationStatus
Stage 0Broad Mine5m 58sok
Stage 1Symptom Induction2m 12sok
Stage 1.5Symptom Merge31.5sok
Stage 2Cluster Bridging1h 1mok
Stage 3Quote Extraction1m 16sok
Stage 4Report Gen4msok
Stage 5aAd Structures33m 37sok
Stage 5bDedup19msok
Stage 5cGrounding QC7msok
Stage 4.5Archive1msok
GateCheckStatusDetail
G0Source Scopeok198 posts, 0 rejected
G1Volume + Freshnesswarn198 posts; non-stale 0.0% (soft, threshold 90%) · 1 warning
G1.5Tier 1 HardokTier-1 hard checks passed
G2Quote Freshnesswarn70/119 week-fresh (58.8%) · 1 warning
G3Symptom Noveltywarn3/32 new symptoms (9.4%) · 1 warning
G4Diversitywarn119 quotes · 19/32 symptoms covered · 1 warning
G5Grounding QCok30/30 checkable grounded; 35 skipped

PCC Peekaboo Cat Cave — stage timings & gate results

StageNameDurationStatus
Stage 0Broad Mine5m 11sok
Stage 1Symptom Induction2m 28sok
Stage 1.5Symptom Merge21.8sok
Stage 2Cluster Bridging59m 3sok
Stage 3Quote Extraction1m 13sok
Stage 4Report Gen5msok
Stage 5aAd Structures23m 30sok
Stage 5bDedup10msok
Stage 5cGrounding QC4msok
Stage 4.5Archive0msok
GateCheckStatusDetail
G0Source Scopeok212 posts, 0 rejected
G1Volume + Freshnesswarn212 posts; non-stale 0.0% (soft, threshold 90%) · 1 warning
G1.5Tier 1 HardokTier-1 hard checks passed
G2Quote Freshnessok89/138 week-fresh (64.5%)
G3Symptom Noveltywarn1/32 new symptoms (3.1%) · 1 warning
G4Diversitywarn138 quotes · 18/32 symptoms covered · 1 warning
G5Grounding QCok57/57 checkable grounded; 1 skipped

Gate Warnings

7 soft warnings — all gates passed (warnings are non-blocking soft signals).

SSCF Stainless Steel Cat Fountain

G1
LOW_FRESHNESS
only 0.0% of 198 quotes are non-stale (threshold 90%); freshness is a soft signal — gate still passes if Tier 1 passes
G2
LOW_FRESHNESS
only 70/119 (58.8%) of quotes are week-fresh (threshold 60%); freshness is a soft signal — gate still passes
G3
LOW_NOVELTY
only 9.4% of 32 symptoms are new (threshold 30%); novelty is a soft signal — gate still passes, but downstream humans should sanity-check whether this run added real signal
G4
LOW_DIVERSITY
only 19/32 active symptoms (59.4%) have at least one quote (threshold 80%)

PCC Peekaboo Cat Cave

G1
LOW_FRESHNESS
only 0.0% of 212 quotes are non-stale (threshold 90%); freshness is a soft signal — gate still passes if Tier 1 passes
G3
LOW_NOVELTY
only 3.1% of 32 symptoms are new (threshold 30%); novelty is a soft signal — gate still passes, but downstream humans should sanity-check whether this run added real signal
G4
LOW_DIVERSITY
only 18/32 active symptoms (56.2%) have at least one quote (threshold 80%)

Structure Quality Breakdown

SSCF Stainless Steel Cat Fountain — 65 total structures

OK (grounded)30
Section-invalid (skipped)33
Insufficient evidence2
Checkable30
Pass (SPAN_EXACT)30
Fail (NOT_FOUND)0
Grounding pass rate (checkable)
30/30 = 100.0%

section_S5_proofs_vs_killers_invalid: 33 structures skipped grounding — their S5 (proofs vs killers) section failed section validation (synthetic aggregation). Still written to disk; not checkable for grounding. Verdict = pass (skipped, not a failure).

insufficient_evidence: 2 structures had no usable anchor quote — skipped from grounding (not checkable).

PCC Peekaboo Cat Cave — 58 total structures

OK (grounded)57
Section-invalid (skipped)0
Insufficient evidence1
Checkable57
Pass (SPAN_EXACT)57
Fail (NOT_FOUND)0
Grounding pass rate (checkable)
57/57 = 100.0%

insufficient_evidence: 1 structures had no usable anchor quote — skipped from grounding (not checkable).

Pain Clusters

SSCF Stainless Steel Cat Fountain — 9 clusters

IDCluster (pain statement)FreqIntensityScoreLayerBridgeStructures
c001I'm terrified another urinary blockage will kill my cat and devastate my wallet84.2551.0L2strong2 ok · 6 inv
c002I'm watching my cat decline from kidney disease and I'm desperate to do everything right74.4346.5L2weak2 ok · 5 inv
c003My cat won't drink water and I'm scared they're dehydrated83.5042.0L1strong4 ok · 3 inv
c007I spent a fortune at the emergency vet and feel like it could have been prevented64.3339.0L2weak5 ok · 2 inv · 1 ins
c009My cat acts fine but I'm convinced something is quietly wrong53.8028.5L2weak2 ok · 3 inv · 1 ins
c004I'm so done with plastic fountains — they break, get slimy, and waste my money72.5727.0L1strong5 ok · 2 inv
c005My cat only drinks from the faucet and I feel like I'm failing them62.5022.5L1strong1 ok · 6 inv
c006I found gross slime in my cat's fountain and now I'm worried it made them sick52.8021.0L2strong4 ok · 4 inv
c008My cat stopped using their fountain and I can't figure out why52.6019.5L1strong5 ok · 2 inv

PCC Peekaboo Cat Cave — 8 clusters

IDCluster (pain statement)FreqIntensityScoreLayerBridgeStructures
c002My cat hides under the bed all day and I can't get them to come out83.7545.0L2weak7 ok
c003My cat wakes me up at 3am with zoomies, scratching, and meowing83.5042.0L1weak8 ok
c001My cat ignores every scratching post and keeps destroying my furniture anyway83.2539.0L2strong7 ok
c004My bored indoor cat is destructive and I'm exhausted trying to entertain them73.4336.0L2strong7 ok · 1 ins
c007My cat seems anxious and stressed and I feel like I'm failing them64.0036.0L2weak7 ok
c005I'm renting and terrified my cat's scratching will cost me my deposit62.8325.5L2strong7 ok
c006My cats keep fighting and I don't know how to create peace53.2024.0L1weak7 ok
c008I've wasted money on scratching solutions that didn't work and feel stupid52.8021.0L2strong7 ok

Final Verdict

Pipeline Run Outcome
PASS — Both niches completed successfully
Both SSCF and PCC ran to completion with 0 aborts and 0 hard gate failures. G5 grounding: 87/87 checkable structures passed SPAN_EXACT (100%), 0 NOT_FOUND. 7 soft warnings recorded (all non-blocking). 123 total ad structures generated across 17 pain clusters. SSCF: 35 skipped (insufficient/section-invalid), PCC: 1 skipped.