
è¬åãšããŠã®å æéå / Causal Sets as âè¬åâ â Complete Edition
å®å šçã«ã€ã㊠/ About this edition
æ¬çš¿ã¯ãè¬åãšããŠã®å æéåãã®å®å
šçã§ããv1ãv8.1 ã§çµéšçã«ç©ã¿äžããŠããæåœ±èŠå f ããv9 ãšããŠäºã€ã®æå°å
¬çïŒA1ãA5ïŒããå®çŸ©ãçŽããå®å®é åã®ä»£æ°çèšè¿°ãšäžææ§ã®äž»åŒµããã£ãŠã·ãªãŒãºãéããŸãã
This is the Complete Edition of âCausal Sets as âè¬åâ.â It redefines the projection rule fâbuilt up empirically across v1âv8.1âfrom five minimal axioms (A1âA5) as v9, and closes the series with an algebraic description of the stable regime and a claim of uniqueness.
ã¯ããã« / Introduction
æ¬çš¿ã¯ãäœåãCausal Sets / è¬åããèµ·ç¹ã«ãæéããæµããã§ã¯ãªãå æé¢ä¿ã®éšåé åºãšããŠæãçŽãããã®çŽèгããã©ãã¯ããŒã«ã®å°å¹³é¢è¿åãšããæ¯å©ãè¶³å Žã«ãæ§é ãšããŠèšè¿°ããããã®å ¬éããã¹ãã§ããå®å šçã§ããæ¬çš¿ã§ã¯ãæåŸã«æ®ãããåãââæåœ±èŠå f ããäœãå€ããšè¬åã§ãªããªãã®ãââã«ãäºã€ã®å ¬çãšãã圢ã§çããŸãã
This public text, anchored in the artwork âCausal Sets / è¬å,â reframes time not as a flow but as a partial order of causal relations, and articulates that intuition as structure through the metaphor of a black-hole horizon. In this complete edition, it answers the last remaining questionâwhat, removed from the projection rule f, makes the procession cease to be a procession?âin the form of five axioms.
äœåãã£ãã·ã§ã³ / Artwork Caption

Title of Work: Causal Sets / è¬å
Year of Creation: April 2023
Dimensions: 40 à 60 cm (Height à Width)
Medium: Digital media
Technique: Photo collage
æ¬äœãè¬åãã¯ãæ±æŽã®ç¥ç§ææ³ãšãéåååŠãšäžè¬çžå¯Ÿæ§çè«ãã€ãªãæŠå¿µçãªæ¶ãæ©ã§ããå æéåçè«ããçæ³ãåŸãŠãããåå ãšçµæã®åææ§ãæ¢æ±ããéå»ã»çŸåšã»æªæ¥ã®åºæ¥äºãäžç¬ã®ãã¡ã«å±éããããšããçŽèгã«ãã£ãŠãæéã®é£ç¶æ§ãšããåæã«ææŠãããåååšã¯ã»ã«ã®äžã§å€ç«ããŠããããã«æãããªããããé¿ããããªãéåœã®çµã«ãã£ãŠäºãã«çµã°ããéåçãªååšã圢äœã£ãŠãããæã ã®æµ·ãæãŠããªãç¶ãæ¯å©çãªè¬åãéããŠãååšã®åããšããã®ç§»ãããããäžçã§äžç¬äžç¬ããçžã倧åã«ããããšã®éèŠæ§ãåããããã
âCausal Setsâ draws inspiration from Eastern mysticism and causal set theoryâa conceptual bridge between quantum mechanics and general relativity. The work explores the simultaneity of cause and effect, guided by the intuition that events of the past, present, and future can unfold within an instant, thereby challenging the assumption of continuous time. Each being appears isolated within its own cell, yet remains linked through inescapable bonds of fate, forming a collective existence. Through the metaphor of a funeral procession extending endlessly across a sea of stars, the work invites reflection on the fragility of being and on the importance of cherishing each moment and every connection within a transient world.
é¢é£äœïŒè£å©çåç §ïŒ / Related Work (Supporting Reference)
ãå åãã®å埩ã»å ¥ãåã®çºæ³ã¯ãæ¬ç ç©¶ã«ããã rank ãã¹ãïŒv5ïŒããã³å埩æ§é ã®èªè§£ã«ãè£å©çãªåç §æ ãäžããã
The theme of repetition and nested loops in âArchetypusâ provides a supporting frame for reading rank-nesting (v5) and stratified repetition in this study.

Title of Work: Archetypus / å
å
Year of Creation: July 2020
Dimensions: 123 Ã 99 cm
Medium: Digital media
Technique: Photo collage
æ¬äœãå åãã¯ãååãžã®ååž°ãšå埩ããäž»é¡ãšããé³¥ã®ä»®é¢ã被ã£ã女æ§åã®å埩ã«ãã£ãŠäººéã®æ ¹æºçãªæ¬²æ±ã象城åãããäœå®¶ã«ãšã£ãŠè«çã¯æèŠãæããææ®µã«éããããã®ææãåããé¡ã®ãããªçµããã®ãªãå埩ïŒå ¥ãåã®äžçãçãããã®ç¡éã«ãŒãã¯ã人é¡ã®æŽå²ã»æåã»æŠäºã»çŽäºãããã«ã¯å®å®ã®æ§ç¯ãã®ãã®ã瀺åããã
âArchetypusâ explores repetition and a return to the archetypal. Repeated depictions of a woman wearing a bird mask figure humanityâs fundamental desires. Here, logic functions as a restraint on the senses, and that restraint generates an endless recurrenceâlike reflections between facing mirrors, an infinitely nested world. This loop can be read as a model for human history, culture, war, conflict, and even the construction of the cosmos.
èŠæš / Abstract
æ¬çš¿ã¯ãäœåãè¬åãããã©ãã¯ããŒã«æç©ºã®å°å¹³é¢ BïŒhorizonïŒè¿åã«åºå®ãããæ§é ãšããŠæããæéããæµããã§ã¯ãªããå æé¢ä¿ã®éšåé åºããšããŠæ±ããv1ãv9 ã®æŽæ°ã¯ã(i) Sephirot å¶çŽã(ii) 屿æ§/æ¡æ£ã®èª¿æŽïŒp, q, ÏïŒã(iii) è·šæ±å¹²æžïŒÎºïŒã(iv) æ¥ç¶å€æ§æ§ïŒedge entropyïŒã(v) æåœ±èŠå f ã®æå°å®çŸ©ãžãšåæãããæ¬çš¿ã¯ããããã plateïŒè«æïŒnote ã®äžå±€ã«äžè²«ããã Protocol Mapping ãšããŠæç€ºããåçŸå¯èœãªå¶äœå·¥çšãšããŠåºå®ãããå®å šçã§ã¯ãv9 ã«ãã㊠f ãäºã€ã®æå°å ¬çããåæ§æããäžææ§ããã£ãŠéããã
This paper reframes the artwork âFuneral Processionâ as a structure fixed near a horizon B, and treats time as a partial order of causal relations rather than a flow. The v1âv9 trajectory converges into: Sephirot constraints, locality/diffusion control (p, q, Ï), cross-pillar interference (κ), connection diversity (edge entropy), and a minimal specification of the projection rule f. We present these as a Protocol Mapping consistent across the plate, the paper PDF, and the note draft. In this complete edition, v9 reconstructs f from five minimal axioms and closes with a claim of uniqueness.
1. æåœ±èŠå fïŒå ¥åºå仿§ïŒ / Projection Rule f (I/O Specification)
f 㯠ModelïŒController ã®ç¶æ ã View åºåãžååããæå°èŠåã§ããããæå°ããšã¯è¡šçŸãçžãããšã§ã¯ãªããå·®åã远跡å¯èœãªç¯å²ã§èªç±åºŠã確ä¿ãããšããæå³ã§ãããåãå ¥åãªãåãåºåãåŸãããåºåã®éããã©ã®èŠå ã«åž°å±ãããã远ããã
f is the minimal rule mapping the Model/Controller state into View outputs. âMinimalâ does not mean restricting expression; it means traceable freedom: the same input yields the same output, and output differences remain attributable to specific factors.

å éšç¶æ ïŒæå°å®çŸ©ïŒ / Internal State (Minimal Definition)
Input model : C = (V, âº), rank, chains
Boundary : B
Controller : p, q, Ï, κ, entropy
Seed : seed + protocolimport numpy as np
import matplotlib.pyplot as plt
from matplotlib.gridspec import GridSpec
def knn_edges(pts, k=4):
n = pts.shape[0]
d2 = ((pts[:, None, :] - pts[None, :, :]) ** 2).sum(axis=2)
np.fill_diagonal(d2, np.inf)
idx = np.argpartition(d2, kth=k-1, axis=1)[:, :k]
edges = set()
for i in range(n):
for j in idx[i]:
j = int(j)
a, b = (i, j) if i < j else (j, i)
edges.add((a, b))
return list(edges)
def pair_correlation(distances, r_max, bins=40):
hist, ed = np.histogram(distances, bins=bins, range=(0, r_max))
r = 0.5 * (ed[:-1] + ed[1:])
c = hist / hist.max() if hist.max() > 0 else hist.astype(float)
return r, c
def radial_power(points, grid=192):
H, _, _ = np.histogram2d(points[:, 0], points[:, 1],
bins=grid, range=[[-1, 1], [-1, 1]])
F = np.fft.fftshift(np.fft.fft2(H))
P = np.abs(F) ** 2
y, x = np.indices(P.shape)
cy, cx = (np.array(P.shape) - 1) / 2
rr = np.sqrt((x - cx) ** 2 + (y - cy) ** 2).astype(int)
radial = np.bincount(rr.ravel(), P.ravel()) / np.maximum(np.bincount(rr.ravel()), 1)
return np.arange(len(radial)), radialåºåäœç³» / Output Scheme
plate ïŒ paper PDF ïŒ note draft ïŒ SNS textãplate ãäžæ¬¡ææãšããŠåºå®ããä»ã®åºåã¯åäžã® ModelïŒController ç¶æ ïŒåäž seed ãšãã©ã¡ãŒã¿éåïŒããæŽŸçããããplate ã§ã¯ãhorizon_y ãå¢ã«äžåŽïŒwithin-horizonïŒãæ§é çé 眮ãäžåŽïŒbeyond-horizonïŒãã©ã³ãã é 眮ãšããŠçæããç¹çŸ€ãšå±ææ¥ç¶ïŒkNN edgesïŒãæç»ãããããã«ã2 ç¹çžé¢ã withinïŒbeyondïŒcross-horizon ã«åå²ããŠæ¯èŒããäžåŽïŒäžåŽã® radial powerïŒproxyïŒã䜵眮ããã
plate / paper PDF / note draft / SNS text. The plate is fixed as the primary artifact; other outputs are derived from the same Model/Controller state (same seed and parameter set). In the plate, horizon_y divides the field: the upper region (within-horizon) as structured placement, the lower (beyond-horizon) as random placement. We draw the point cloud and kNN edges, split the two-point correlation into within / beyond / cross-horizon pairs, and place a side-by-side radial-power proxy.
`render_plate()` ã®å®å šãªå®è£ ã¯ãå®å šç PDF ã®ä»é² A ã«åé²ããŠããŸãã/ The full `render_plate()` implementation is in Appendix A of the Complete Edition PDF.
2. äžå€éã»åäŸã»å®å®æ¡ä»¶ïŒäžåïŒ / Invariants, Counterexamples, and Stability
äžå€éãšã¯ãå£ããšäœåãšããŠæç«ããªãéªšæ Œãã§ãããå°ãªããšããå ææŽåãå°å¹³ã®äºçžæ§ãå±€æ§é ïŒrankã»chainsïŒã倿§æ§ïŒentropy ã®é厩å£ïŒãäžå€éãšããŠåºå®ãããåäŸãæç€ºããããšã§çŠæ¢é åãå®ãŸããå®å®æ¡ä»¶ïŒäžåïŒã®æå³ãå ·äœåããã
Invariants are skeletal constraints that must survive parameter tuning: causal consistency, horizon-driven two-phase behavior, stratification (rank and chains), and the non-collapse of diversity (entropy). Counterexamples define forbidden regions; together they make the stability window concrete.


3. Protocol MappingïŒå¶äœâæåºâå ¬éïŒ / Production â Submission â Publication
View 㯠plate ïŒè«æ PDF ïŒnote åçš¿ ïŒSNS text ã® 4 åºåãåºæºãšãããplate ã¯å¶äœã®äžæ¬¡ææãè«æã¯ä»æ§ã®åºå®ãnote ã¯å ¬éã®ããã®èªããSNS text ã¯åç¥ã»å ±æã®ããã®èŠçŽã§ãããåäžã®å éšç¶æ ãã 4 åºåãæŽŸçãããããšã§ãå¶äœå·¥çšã¯è¿œè·¡å¯èœã«ãªããäœåãšèšèªïŒä»æ§ïŒãä¹é¢ããªãã
The View layer standardizes four outputs: plate / paper PDF / note draft / SNS text. The plate is the primary artifact; the paper fixes the specification; the note provides a public-facing narrative; the SNS text is a summary for announcement. Deriving all four from the same internal state keeps the process traceable and prevents divergence between the artwork and its language.
4. v9 ââ æåœ±èŠå f ã®æå°å ¬çç³» / A Minimal Axiom System for f
v1ãv8.1 ã§çµéšçã«åºå®ãããŠããæåœ±èŠå f ããããã§ã¯æå°ã®å ¬çç³»ããæŒç¹¹çã«åæ§æãããææ¡ããå ¬çã¯äºã€ïŒA1ãA5ïŒãããããåæã«æç«ãããšãããã€ãã®ãšãã«éããf ã¯ãè¬åããšããæ§é ââå€ç«ããã»ã«ãå æã®ç³žã§çµã°ããåãæãââãçæã§ãããããã§ã®ãæå°ãã¯ãå€ããšè¬åãæç«ããªããšããæå³ã§ããã蚌æã§ã¯ãªãåäŸã«ããå¢çã®ç¢ºå®ã§ç€ºãã
The projection rule f, fixed empirically across v1âv8.1, is reconstructed here deductively from a minimal axiom system. We propose five axioms (A1âA5). They hold simultaneously if and only if f can generate the structure we call a âfuneral procession.â âMinimalâ means remove it and the procession no longer holds; we show this not by proof but by fixing boundaries through counterexamples.
H = f(S; B, Ξ)
S = (V, âº) causal set: vertices V with causal order âº
B causal horizon (boundary)
Ξ = { p, q, Ï, κ, H_edge } Controller parameters
H View = Hologram (output)äºã€ã®æå°å ¬ç / The five axioms
A1 ââ é åºä¿å / Order PreservationïŒa ⺠b â f(a) precedes f(b)ãå°éå¯èœæ§ã®æ·±ãã®åºåãå£ããªãã/ preserve the ordering of reachability-depth.
A2 ââ å°å¹³é¢ã®äºçžæ§ / Boundary DualityïŒå°å¹³ã®äžïŒwithinïŒãšäžïŒbeyondïŒã¯æ§é çã«å¥ç©ã/ within- and beyond-horizon remain structurally distinct.
A3 ââ 屿é£ç¶æ§ / Local ContinuityïŒåŸ®å°ãª ΎΞ ã«å¯Ÿã ÎŽH ã¯æçé£ç¶ãåã Ξ ããåã Hã/ small ΎΞ â bounded, continuous ÎŽH; same Ξ â same H.
A4 ââ ãšã³ããããŒéåŽ©å£ / Entropy Non-collapseïŒH_edge ⥠H_min > 0ã倿§æ§ïŒéåœã®çµãçµ¶ãããªãã/ keep the bonds of fate from vanishing.
A5 ââ ããã°ã©ãã£ãã¯å¢çå¶çŽ / Holographic BoundïŒ|cross-horizon edges| †Area(B) / â_P²ãBekensteinâHawking å¢çã®é¢æ£ã¢ããã°ã/ a discrete analogue of the BekensteinâHawking bound.
å ¬çãšåŽ©å£åäŸã®å¯Ÿå¿ / Axioms â counterexamples
CE1ïŒpâ1, qâ0ïŒââ éåå ¬çïŒA2ã»A4 ââ å°å¹³é¢æ¶å€±ïŒentropy 厩å£ïŒé£œåïŒ/ horizon loss + entropy collapse
CE2ïŒÏ 倧 / large ÏïŒââ éåå ¬çïŒA1 ââ å æé åºã®å€èªäžèœ / causal order illegible
CE3ïŒÎº 倧 / large κïŒââ éåå ¬çïŒA5 ââ å°éå¯èœæ§ã®æè£ / reachability fractured
A3 㯠CE1ãCE3 ã®ãã¹ãŠã®å¢çã§ç ŽããïŒå®å®é åã®å€çžã¯çžè»¢ç§»ç¹ïŒã/ A3 breaks at every boundary of CE1âCE3.
A3 㯠CE1ãCE3 ã®ãã¹ãŠã®å¢çã§ç Žãããå®å®é åã®å€çžã¯çžè»¢ç§»ç¹ã§ããã/ A3 breaks at every boundary of CE1âCE3: the outer edge of the stable regime is a phase-transition point.
å®å®é å Ω_stable / The stable regime
Ω_stable = { Ξ = (p, q, Ï, κ) :
A1: Ï < Ï_max(q) Ï cap depends on q
A2: p < p_max, q > q_min p not too large, q not too small
A3: Ξ â int(Ω_stable) interior only (boundary is non-continuous)
A4: H_edge(Ξ) ⥠H_min entropy floor
A5: κ < κ_max(p, q) κ cap depends on p, q }v8.1 ã§èŠ³æž¬ãããp/q äžåã»Ï å°ã»Îº äžçšåºŠãã¯ããã®ä»£æ°çèšè¿°ã®çµéšçãªå§¿ã ã£ãã/ âMid-range p/q, small Ï, moderate κ,â observed at v8.1, was its empirical face.
å ¬çã®æ€èšŒé¢æ° / Axiom-verification function
import math
from dataclasses import dataclass
@dataclass
class Controller:
p: float # transmissivity / mixing
q: float # selection / closure
sigma: float # jitter
kappa: float # segmentation / cross-pillar
def check_axioms(theta: Controller) -> dict:
p, q, sigma, kappa = theta.p, theta.q, theta.sigma, theta.kappa
a1 = sigma < 0.15 * (q + 0.1) # A1 order preservation
a2 = (p < 0.85) and (q > 0.15) # A2 boundary duality
dist = min(abs(p-0.2), abs(p-0.8), abs(q-0.2), abs(q-0.7))
a3 = dist > 0.05 # A3 local continuity
h = -p*math.log(p+1e-9) - (1-p)*math.log(1-p+1e-9)
a4 = (h * q) > 0.1 # A4 entropy non-collapse
a5 = kappa < 0.5 * (1 - p) * q # A5 holographic bound
return {"A1": a1, "A2": a2, "A3": a3, "A4": a4, "A5": a5}
def is_stable(theta: Controller) -> bool:
return all(check_axioms(theta).values())
f ã®äžææ§ ââ è©©ãšæ°åŠãåãããšãèšã / Uniqueness
å®çïŒé圢åŒçïŒïŒ å®å®é å Ω_stable ã®å åŽã§ã¯ãA1ãA5 ãæºããåå f ã¯ååãé€ããŠäžæã§ããã
Theorem (informal): Inside Ω_stable, a mapping f satisfying A1âA5 is unique up to isomorphism.
ç©ç / Physicsãå¢çããŒã¿ãã bulk ã®æ§é ãäžæã«åŸ©å ãããïŒããã°ã©ãã£ãã¯åçïŒã
仿 / Buddhismãé¿é Œè¶èïŒèµèïŒããçŸè±¡äžçãäžæã«å±éãããã
ã¢ãŒã / Artãseed 㚠Ξ ãåºå®ãããã° plate ã¯äžæã«æ±ºãŸãââãåçŸå¯èœãªå¶äœå·¥çšãã®æå³ã
v1 ã§æžãããåå ãšçµæã®åææ§ããååšã®åãããäžç¬äžç¬ã®ãçžãã¯ãããŸããèšãæããããââè¬åãšã¯ãäºã€ã®å ¬çãæºããå¯äžã®æ§é ãšããŠæç©ºã«å»ãŸããå æã®é£ãªãã§ããã è©©ãšæ°åŠããåãããšãèšã£ãŠããã
What I wrote at v1âthe simultaneity of cause and effect, the fragility of being, the preciousness of each moment and bondâcan now be restated: a procession is a chain of causation inscribed in spacetime as the unique structure satisfying five axioms. Poetry and mathematics were saying the same thing.
5. plate ã®ã£ã©ãªãŒïŒv1ãv8.1 ïŒ closureïŒ / Plate Gallery
å plate ã«ã¯ã(i) ãã©ã¡ãŒã¿ïŒp, q, Ï, κïŒã(ii) 芳枬å€åã(iii) æå³ ãä»äžããã/ Each plate caption follows: (i) parameters, (ii) observed change, (iii) intent.

芳枬/Observed: å°å¹³äžäžã®äºçžãæç¢ºïŒstructured / randomïŒ / A clear two-phase split across the horizon (structured / random).
æå³/Intent: æ¯èŒåºæºãšãªãæå°éªšæ Œãåºå®ããã / Fix a minimal baseline skeleton for comparison.

芳枬/Observed: å¶çŽã«ããå¯åºŠãæŽããç§©åºãå¢ãã / Density becomes more coherent and order increases under constraints.
æå³/Intent: Sephirot å¶çŽã§èŠèŠäžã®ãå æããä¿ã€ã / Preserve visual causal readability via Sephirot constraints.

芳枬/Observed: 屿æ§ãšé§åã®ãã©ã³ã¹ãåºãã / A balance emerges between locality and haze.
æå³/Intent: p, q, Ï ã§ç¡¬ããšææ§ããåå± ãããã / Let hardness and ambiguity coexist through p, q, and Ï.

芳枬/Observed: å°éå¯èœæ§ã®èªã¿ãæç¢ºã«ãªãã / Reachability becomes more legible.
æå³/Intent: å æã®æ¹åæ§ãå¯èŠåãžåæ ããã / Reflect causal directionality in the visualization.

芳枬/Observed: rank ã®å埩ã匷ãçŸããã / Rank repetition becomes prominent.
æå³/Intent: è¬åã®ãåããå ¥ãåæ§é ãšããŠçµç¹åããã / Organize the procession as a nested, repeating structure.

芳枬/Observed: å°å¹³è·šãã®æ··ç·ãå¶åŸ¡ãããã / Cross-horizon interference becomes controllable.
æå³/Intent: κ ã§ãç Žãããæå³ãšããŠæ±ãã / Treat tearing/breaches as an intentional, κ-mediated effect.

芳枬/Observed: å調åãèµ·ãã«ããã / Monotony becomes less likely.
æå³/Intent: edge entropy ã§å€æ§æ§ãä¿æããã / Maintain diversity via edge entropy.

芳枬/Observed: Model â Output ã®å¯Ÿå¿ãæŽçãããã / The Model â Output correspondence becomes clearer.
æå³/Intent: projection bridge ãææåããã / Make the projection bridge explicit.

芳枬/Observed: è§£éãå®å®ããã / Interpretation stabilizes.
æå³/Intent: v7 ãååããMVC 察å¿ãåºå®ããã / Recover v7 and fix the MVC correspondence.

芳枬/Observed: å šäœåãçµ±åããŠæç€ºããã / The overall trajectory is presented in an integrated view.
æå³/Intent: ç· ããšã㊠v1ãv8.1 ã®è»è·¡ã俯ç°ããã / Conclude with a panoramic overview of v1âv8.1.
ãããã« / Closing
v9 ã§ããè¬åãã®ã·ãªãŒãºã¯ã²ãšãŸãéãããããã©ãäžææ§ã®äž»åŒµã¯ã蚌æã®å®æãšããããæ¬¡ã®åãã®å ¥ãå£ã ââκ_max ã®ããã°ã©ãã£ãã¯ãªå°åºãå¢çã§ã® f ã®æåãSephirot å¶çŽã®å ¬çåããããŠæåé²åè«ãšã®æ¥ç¶ïŒA4 ïŒ å€æ§æ§ã®ä¿å šïŒããããã¯ããã€ãç¶ããæžãæ¥ã®ããã«éãããŸãŸã«ããŠããã
With v9, the âè¬åâ series closesâfor now. Yet the claim of uniqueness is less the end of a proof than the doorway to the next questions: a holographic derivation of κ_max, the behavior of f at the boundary, an axiomatization of the Sephirot constraints, and a bridge to cultural-evolution theory (A4 = the preservation of diversity). I leave them open, for the day a continuation is written.
å®å šç PDF ããŠã³ããŒã / Complete Edition PDF
æ¥æ¬èªç / Japanese
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