valley-k-small
ring_lazy_jump_ext_rev2

Lazy Ring Shortcut Figure-1 Revision

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

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.

Method

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.

Result

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.

Book Position

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

← Previous chapter Next chapter →

Reading Path

  1. Scan key findings first to decide whether this report is relevant.
  2. Use the interactive panel to test parameter and shape sensitivity.
  3. Then read the mathematical chain and formula library for derivation details.

Key Findings

Connected Reports

This report sits inside a shared chain. Use links below to move upstream/downstream and across model families.

Narrative Arc Position

This report appears in one or more global arcs. Use these checkpoints to keep reading continuity across pages.

Verifiable Claims

Claims below are tied to explicit evidence paths so each statement can be audited.

Report Objective

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.

Verification Steps
  1. Read the key claims and their evidence references first.
  2. Verify at least one equation card and one dataset panel against source paths.
  3. Cross-check this report with upstream/downstream linked reports.

MODEL

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.

Evidence trail
  • source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex

    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.

  • section_summary research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex

    Research 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.tex

    Model 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

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.

Evidence trail
  • source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex

    The 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.tex

    Research 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.tex

    Method 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.json

    luca_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

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.

Evidence trail
  • source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex

    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

  • section_summary research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex

    Research 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.tex

    Result 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.json

    luca_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

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.

Evidence trail
  • source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex

    Co-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.tex

    Research 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.tex

    Finding 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.json

    luca_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.

Evidence trail
  • source_document research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex

    Schema-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.tex

    Research 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.tex

    Finding 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.json

    luca_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)

Interactive Dataset

Plot controls
window=1

t f_K2, f_K4

Loading plot data…

Provenance: research/reports/ring_lazy_jump_ext_rev2/artifacts/data/ft_beta0.01.csv

Mathematical Logic Chain

From model assumptions to interpretation in a short, ordered chain.

Derivation Link

Adds a relation that links neighboring steps in the derivation chain.

Δ=max⁡{1,⌊0.05(t2−t1)⌋}\Delta=\max\{1,\lfloor 0.05(t_2-t_1)\rfloor\}

Overview

Mathematical Principles

Showing 1 / 1

Overview EN

Δ=max⁡{1,⌊0.05(t2−t1)⌋}\Delta=\max\{1,\lfloor 0.05(t_2-t_1)\rfloor\}
Formula source

research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex

Narrative Sections

Cleaned chapter summaries are shown first; low-value placeholders are hidden.

Overview

Research report ring_lazy_jump_ext_rev2.

Source

research/reports/ring_lazy_jump_ext_rev2/artifacts/figures/standalone/fig2_overlap_binbars_beta0.01_x1350_description_en.tex

Reproducibility Commands

Open command list
  • python3 scripts/reportctl.py build --report ring_lazy_jump_ext_rev2 --lang en
  • python3 scripts/reportctl.py translation-qc
  • python3 scripts/reportctl.py web-build --mode changed --skip-npm-ci

Download Assets

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Figure Gallery

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luca k2 fixed shortcut annotated double peak

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fig2 overlap binbars beta0.01 x1350 (figures/standalone)

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fig2 overlap binbars beta0.01 x1350 description en

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N100 K2 beta0.classes (cases/N100_K2_beta0.005)

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N100 K2 beta0.cond by t (cases/N100_K2_beta0.005)

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N100 K2 beta0.counts (cases/N100_K2_beta0.005)

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N100 K2 beta0.classes (cases/N100_K2_beta0.01)

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N100 K2 beta0.cond by t (cases/N100_K2_beta0.01)

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N100 K2 beta0.counts (cases/N100_K2_beta0.01)

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N100 K2 beta0.classes (cases/N100_K2_beta0.02)

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N100 K2 beta0.cond by t (cases/N100_K2_beta0.02)

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N100 K2 beta0.counts (cases/N100_K2_beta0.02)

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N100 K2 beta0.classes (cases/N100_K2_beta0.03)

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N100 K2 beta0.cond by t (cases/N100_K2_beta0.03)

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N100 K2 beta0.counts (cases/N100_K2_beta0.03)

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N100 K4 beta0.classes (cases/N100_K4_beta0.005)

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N100 K4 beta0.cond by t (cases/N100_K4_beta0.005)

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N100 K4 beta0.counts (cases/N100_K4_beta0.005)

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N100 K4 beta0.classes (cases/N100_K4_beta0.01)

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N100 K4 beta0.cond by t (cases/N100_K4_beta0.01)

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N100 K4 beta0.counts (cases/N100_K4_beta0.01)

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