Model
The chapter keeps the same lazy ring shortcut setup used in the extension baseline and focuses on clearer evidence alignment between K=2 and K=4 under the selected beta regime.
This revision reorganizes the lazy-shortcut extension into a publication-ready evidence flow: co-located Fig.1 overlays f(t) with window-level class bars, while threshold, window-shift/width, and MC-uncertainty analyses test robustness. The update strengthens readability and reproducibility without changing the core mechanism claims.
Updated: 9 Jun 2026, 21:57:42 UTC
The chapter keeps the same lazy ring shortcut setup used in the extension baseline and focuses on clearer evidence alignment between K=2 and K=4 under the selected beta regime.
The pipeline exports standardized Fig.1 inputs, validates schema, renders stacked-bar co-located panels, and runs three sensitivity tracks: threshold sweep, window perturbation, and MC confidence intervals.
Across the three sensitivity tracks, the qualitative mechanism interpretation remains stable, and uncertainty bars do not contradict the phase-level conclusions used in the main narrative.
This report is part of the chapterized mainline. Use chapter links to keep continuity instead of reading reports in isolation.
Primary chapter Chapter 4: Shortcut Variants
Also appears in chapter-4-shortcut-variantschapter-6-repro-validation
This report sits inside a shared chain. Use links below to move upstream/downstream and across model families.
adjacent in trackBeta / shortcut scan
adjacent in trackBeta / shortcut scan
Beta / shortcut scan
Beta / shortcut scan
Beta / shortcut scan
Beta / shortcut scan
Beta / shortcut scan
Beta / shortcut scan
This report appears in one or more global arcs. Use these checkpoints to keep reading continuity across pages.
ring track links 9 reports into one continuous argument.
Checkpoints: 9 Claims: 45
Global storyline that connects all report families from mechanism to synthesis.
Checkpoints: 27 Claims: 130
Claims below are tied to explicit evidence paths so each statement can be audited.
Across the three sensitivity tracks, the qualitative mechanism interpretation remains stable, and uncertainty bars do not contradict the phase-level conclusions used in the main narrative.
model ring_lazy_jump_ext_rev2-c1
The chapter keeps the same lazy ring shortcut setup used in the extension baseline and focuses on clearer evidence alignment between K=2 and K=4 under the selected beta regime.
source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texThe chapter keeps the same lazy ring shortcut setup used in the extension baseline and focuses on clearer evidence alignment between K=2 and K=4 under the selected beta regime.
section_summary research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texResearch report ring_lazy_jump_ext_rev2.
math_block research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texModel formula context in Lazy Ring Shortcut Figure-1 Revision: The chapter keeps the same lazy ring shortcut setup used in the extension
Linked reports Lazy Ring Shortcut Beta ScanLazy Ring Flux BaselineLazy Ring Jump-Over Mechanism (K2 vs K4)Two-Target Lazy Ring Mechanics
method ring_lazy_jump_ext_rev2-c2
The pipeline exports standardized Fig.1 inputs, validates schema, renders stacked-bar co-located panels, and runs three sensitivity tracks: threshold sweep, window perturbation, and MC confidence intervals.
source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texThe pipeline exports standardized Fig.1 inputs, validates schema, renders stacked-bar co-located panels, and runs three sensitivity tracks: threshold sweep, window perturbation
section_summary research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texResearch report ring_lazy_jump_ext_rev2.
math_block research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texMethod formula context in Lazy Ring Shortcut Figure-1 Revision: The pipeline exports standardized Fig.1 inputs, validates schema, renders
dataset /data/v1/reports/ring_lazy_jump_ext_rev2/series/luca_k2_fixed_shortcut_metrics-probability.jsonluca_k2_fixed_shortcut_metrics [probability]: beta -> q [probability]
Linked reports Grid2D Blackboard Endpoint CaseRing Valley Regime MapCross-Model Luca Regime MapFinal Multitimescale FPT and Encounter Report
result ring_lazy_jump_ext_rev2-c3
Across the three sensitivity tracks, the qualitative mechanism interpretation remains stable, and uncertainty bars do not contradict the phase-level conclusions used in the main narrative.
source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texAcross the three sensitivity tracks, the qualitative mechanism interpretation remains stable, and uncertainty bars do not contradict the phase-level conclusions used in the main
section_summary research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texResearch report ring_lazy_jump_ext_rev2.
math_block research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texResult formula context in Lazy Ring Shortcut Figure-1 Revision: Across the three sensitivity tracks, the qualitative mechanism
dataset /data/v1/reports/ring_lazy_jump_ext_rev2/series/luca_k2_fixed_shortcut_metrics-probability.jsonluca_k2_fixed_shortcut_metrics [probability]: beta -> q [probability]
Linked reports Lazy Ring Shortcut Beta ScanCross-Model Luca Regime MapRing Valley Regime MapGrid2D Two-Target Double-Peak
finding ring_lazy_jump_ext_rev2-c4
Co-located Fig.1 directly aligns peak/valley timing with class proportions, improving interpretability over split-panel layouts.
source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texCo-located Fig.1 directly aligns peak/valley timing with class proportions, improving interpretability over split-panel layouts.
section_summary research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texResearch report ring_lazy_jump_ext_rev2.
math_block research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texFinding formula context in Lazy Ring Shortcut Figure-1 Revision: Co-located Fig.1 directly aligns peak/valley timing with class
dataset /data/v1/reports/ring_lazy_jump_ext_rev2/series/luca_k2_fixed_shortcut_metrics-probability.jsonluca_k2_fixed_shortcut_metrics [probability]: beta -> q [probability]
Linked reports Final Multitimescale FPT and Encounter ReportRing Valley Regime MapDestination-Scan Valley Control
finding ring_lazy_jump_ext_rev2-c5
Schema-validated JSON/CSV inputs make figure reconstruction auditable and reproducible.
source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texSchema-validated JSON/CSV inputs make figure reconstruction auditable and reproducible.
section_summary research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texResearch report ring_lazy_jump_ext_rev2.
math_block research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.texFinding formula context in Lazy Ring Shortcut Figure-1 Revision: Schema-validated JSON/CSV inputs make figure reconstruction auditable and
dataset /data/v1/reports/ring_lazy_jump_ext_rev2/series/luca_k2_fixed_shortcut_metrics-probability.jsonluca_k2_fixed_shortcut_metrics [probability]: beta -> q [probability]
Linked reports Lazy Ring Flux BaselineLazy Ring Shortcut Beta ScanLazy Ring Jump-Over Mechanism (K2 vs K4)
t f_K2, f_K4
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Provenance: research/reports/ring_lazy_jump_ext_rev2/artifacts/data/ft_beta0.01.csv
From model assumptions to interpretation in a short, ordered chain.
Adds a relation that links neighboring steps in the derivation chain.
Overview
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research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex
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Research report ring_lazy_jump_ext_rev2.
research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex
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fig2 overlap binbars beta0.01 x1350
Open Figureluca k2 fixed shortcut annotated double peak
Open Figureluca k2 fixed shortcut double peak map
Open Figureluca k2 fixed shortcut peak times
Open Figureluca k2 fixed shortcut representative fpt
Open Figureluca k2 fixed shortcut ring geometry
Open Figurefig2 overlap binbars beta0.01 x1350 (figures/standalone)
Open Figurefig2 overlap binbars beta0.01 x1350 description en
Open FigureN100 K2 beta0.classes
Open FigureN100 K2 beta0.cond by t
Open FigureN100 K2 beta0.counts
Open FigureN100 K2 beta0.f t
Open FigureN100 K2 beta0.classes (cases/N100_K2_beta0.005)
Open FigureN100 K2 beta0.cond by t (cases/N100_K2_beta0.005)
Open FigureN100 K2 beta0.counts (cases/N100_K2_beta0.005)
Open FigureN100 K2 beta0.f t (cases/N100_K2_beta0.005)
Open FigureN100 K2 beta0.classes (cases/N100_K2_beta0.01)
Open FigureN100 K2 beta0.cond by t (cases/N100_K2_beta0.01)
Open FigureN100 K2 beta0.counts (cases/N100_K2_beta0.01)
Open FigureN100 K2 beta0.f t (cases/N100_K2_beta0.01)
Open FigureN100 K2 beta0.classes (cases/N100_K2_beta0.02)
Open FigureN100 K2 beta0.cond by t (cases/N100_K2_beta0.02)
Open FigureN100 K2 beta0.counts (cases/N100_K2_beta0.02)
Open FigureN100 K2 beta0.f t (cases/N100_K2_beta0.02)
Open FigureN100 K2 beta0.classes (cases/N100_K2_beta0.03)
Open FigureN100 K2 beta0.cond by t (cases/N100_K2_beta0.03)
Open FigureN100 K2 beta0.counts (cases/N100_K2_beta0.03)
Open FigureN100 K2 beta0.f t (cases/N100_K2_beta0.03)
Open FigureN100 K4 beta0.classes
Open FigureN100 K4 beta0.cond by t
Open FigureN100 K4 beta0.counts
Open FigureN100 K4 beta0.f t
Open FigureN100 K4 beta0.classes (cases/N100_K4_beta0.005)
Open FigureN100 K4 beta0.cond by t (cases/N100_K4_beta0.005)
Open FigureN100 K4 beta0.counts (cases/N100_K4_beta0.005)
Open FigureN100 K4 beta0.f t (cases/N100_K4_beta0.005)
Open FigureN100 K4 beta0.classes (cases/N100_K4_beta0.01)
Open FigureN100 K4 beta0.cond by t (cases/N100_K4_beta0.01)
Open FigureN100 K4 beta0.counts (cases/N100_K4_beta0.01)
Open Figure