Pain Research Pipeline — Quality Report

Run date: 2026-08-02  ·  2 niches  ·  Mode: prod (twin Sonnet, Opus stage2)  ·  Total wall time: 4h 12m
Niches Run
2
SSCF + PCC
Total Posts Mined
434
G0 source-scope passed
Total Quotes
252
140 SSCF + 112 PCC
Pain Clusters
18
9 SSCF + 9 PCC
Ad Structures
129
64 SSCF + 65 PCC
G5 Grounding
88/88
100% SPAN_EXACT pass
Gate Warnings
8
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 Mine8m 8sok
Stage 1Symptom Induction2m 19sok
Stage 1.5Symptom Merge32.6sok
Stage 2Cluster Bridging1h 23mok
Stage 3Quote Extraction1m 14sok
Stage 4Report Gen4msok
Stage 5aAd Structures32m 43sok
Stage 5bDedup12msok
Stage 5cGrounding QC5msok
Stage 4.5Archive1msok
GateCheckStatusDetail
G0Source Scopeok217 posts, 0 rejected
G1Volume + Freshnesswarn217 posts; non-stale 0.0% (soft, threshold 90%) · 1 warning
G1.5Tier 1 HardokTier-1 hard checks passed
G2Quote Freshnesswarn58/140 week-fresh (41.4%) · 1 warning
G3Symptom Noveltywarn3/31 new symptoms (9.7%) · 1 warning
G4Diversitywarn140 quotes · 18/31 symptoms covered · 1 warning
G5Grounding QCok33/33 checkable grounded; 31 skipped

PCC Peekaboo Cat Cave — stage timings & gate results

StageNameDurationStatus
Stage 0Broad Mine10m 31sok
Stage 1Symptom Induction2m 6sok
Stage 1.5Symptom Merge20.3sok
Stage 2Cluster Bridging1h 22mok
Stage 3Quote Extraction1m 21sok
Stage 4Report Gen4msok
Stage 5aAd Structures27m 29sok
Stage 5bDedup11msok
Stage 5cGrounding QC3msok
Stage 4.5Archive0msok
GateCheckStatusDetail
G0Source Scopeok217 posts, 0 rejected
G1Volume + Freshnesswarn217 posts; non-stale 0.0% (soft, threshold 90%) · 1 warning
G1.5Tier 1 HardokTier-1 hard checks passed
G2Quote Freshnesswarn67/112 week-fresh (59.8%) · 1 warning
G3Symptom Noveltywarn2/44 new symptoms (4.5%) · 1 warning
G4Diversitywarn112 quotes · 16/44 symptoms covered · 1 warning
G5Grounding QCok55/55 checkable grounded; 10 skipped

Gate Warnings

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

SSCF Stainless Steel Cat Fountain

G1
LOW_FRESHNESS
only 0.0% of 217 posts are non-stale (threshold 90%); freshness is a soft signal — gate still passes if Tier 1 passes
G2
LOW_FRESHNESS
only 58/140 (41.4%) of quotes are week-fresh (threshold 60%); freshness is a soft signal — gate still passes
G3
LOW_NOVELTY
only 9.7% of 31 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 18/31 active symptoms (58.1%) have at least one quote (threshold 80%)

PCC Peekaboo Cat Cave

G1
LOW_FRESHNESS
only 0.0% of 217 posts are non-stale (threshold 90%); freshness is a soft signal — gate still passes if Tier 1 passes
G2
LOW_FRESHNESS
only 67/112 (59.8%) of quotes are week-fresh (threshold 60%); freshness is a soft signal — gate still passes
G3
LOW_NOVELTY
only 4.5% of 44 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 16/44 active symptoms (36.4%) have at least one quote (threshold 80%)

Structure Quality Breakdown

SSCF Stainless Steel Cat Fountain — 64 total structures

OK (grounded)33
Section-invalid (skipped)23
Insufficient evidence8
Checkable33
Pass (SPAN_EXACT)33
Fail (NOT_FOUND)0
Grounding pass rate (checkable)
33/33 = 100.0%

section_S5_proofs_vs_killers_invalid: 23 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: 8 structures had no usable anchor quote — skipped from grounding (not checkable).

PCC Peekaboo Cat Cave — 65 total structures

OK (grounded)55
Section-invalid (skipped)7
Insufficient evidence3
Checkable55
Pass (SPAN_EXACT)55
Fail (NOT_FOUND)0
Grounding pass rate (checkable)
55/55 = 100.0%

section_S5_proofs_vs_killers_invalid: 7 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: 3 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 watching my cat's kidneys slowly fail and I feel like I failed her84.7557.0L2strong5 ok · 2 inv
c002My cat was just rushed to the vet for a urinary blockage and I'm terrified it will happen again84.5054.0L2strong4 ok · 4 inv
c003I'm terrified my cat is quietly dehydrated and I won't know until it's too late74.5748.0L2strong3 ok · 3 inv · 1 ins
c008My cat has a UTI and I'm stressed trying to manage it at home63.3330.0L2weak5 ok · 1 inv · 1 ins
c009I rushed my cat to the emergency vet and the bill nearly broke me44.7528.5L2strong6 ins
c005The gross pink slime in my cat's fountain is making me feel like a bad pet owner62.8325.47L2strong3 ok · 5 inv
c007I have to use tricks like wet food and water to get my cat to drink anything63.1719.0L1strong6 ok · 1 inv
c004My cat only drinks from the faucet and I feel like I'm failing him62.6716.0L1strong3 ok · 4 inv
c006I'm so done with plastic fountains — the pumps break and they're never actually clean52.6013.0L1strong4 ok · 3 inv

PCC Peekaboo Cat Cave — 9 clusters

IDCluster (pain statement)FreqIntensityScoreLayerBridgeStructures
c001I'm exhausted and overwhelmed — I'm starting to wonder if I'm even a cat person84.5054.0L2weak7 ok · 1 ins
c004My cat is bored and destroying everything — I can't keep up with the chaos74.0042.0L1strong8 ok
c003My two cats keep fighting and I can't tell if it's serious or how to fix it83.1037.2L1strong7 inv
c002My cat is destroying my couch and nothing I try actually stops it83.0036.0L1strong7 ok
c005My cat hides all the time and won't come out or interact73.4035.7L1weak7 ok
c006My cat wakes me up at 3am with zoomies and I can't sleep63.0027.0L1weak7 ok
c009My cat is anxious and stressed and I feel like I'm failing them43.7522.5L2weak5 ok · 2 ins
c007My cat ignores the scratching post and still scratches the furniture52.6019.5L1strong7 ok
c008Cat furniture looks ugly and ruins my home decor42.2513.5L1strong7 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: 88/88 checkable structures passed SPAN_EXACT (100%), 0 NOT_FOUND. 8 soft warnings recorded (all non-blocking). 129 total ad structures generated across 18 pain clusters. SSCF: 31 skipped (insufficient/section-invalid), PCC: 10 skipped. Note: SSCF c009 (emergency vet bill) produced only insufficient_evidence structures — flagged for potential re-seeding.