From 07fb73099da87bc027822b69562d3d192eb3f6e6 Mon Sep 17 00:00:00 2001
From: Meta Vens <rwvens@hotmail.com>
Date: Sat, 30 May 2026 00:17:44 +0100
Subject: [PATCH] Add reservoir higher-work-grid reference metrics

---
 .../fensalir-native-domain-reservoirs.pdf     | Bin 886964 -> 887120 bytes
 .../fensalir-native-domain-reservoirs.tex     |   4 +++
 docs/papers/fensalir-pipeline.pdf             | Bin 399652 -> 399804 bytes
 docs/papers/fensalir-pipeline.tex             |   4 ++-
 docs/perfect-fensalir-machine-roadmap.md      |   9 ++++++
 scripts/capture-reservoir-mode-sequence.ps1   |  11 ++++++--
 scripts/measure-reservoir-sequence.ps1        |  26 ++++++++++++++++--
 state/evidence.jsonl                          |   1 +
 state/map.yaml                                |   8 ++++--
 state/scratch.md                              |  18 ++++++++++--
 10 files changed, 71 insertions(+), 10 deletions(-)

diff --git a/docs/papers/fensalir-native-domain-reservoirs.pdf b/docs/papers/fensalir-native-domain-reservoirs.pdf
index dbf36bb48b203b4bb98c543e0f92deed78c00b2e..5bb08d78e5d07f0c287659f6a6e33ad282e72075 100644
GIT binary patch
delta 6984
zcmai12|QKX_cvwAjq*Z@2uX^2&OKu!DkMWulv2nm^dw^_95SSmA>~H$M5SnWM0%7*
zC1YjCoGBR+$&fPTzx7_fmvi6e^Y8PypSE?@-fOMzTI;*l&Wgq=&tn0>+`&A-yup0I
z^Md(<1+oOcmhrKe2p-e6eie1m($KxRWMTf`y-FqX?PW=yR<=J@dXRHI&DhMpzo^t!
zP^9#<c7O)&ZZm(s36$&R^)+8NntXY5Vq(ZsA(wo!8UJhQm(m$)tr?FmSGPF7b=aY6
z?mOZ$6aJ`iCEk3qY4eipFJ9CqwY7vAEScI>zo}vD^<DE5OAi_R@_NhBpjM2!u_Nf%
z(SR#Tfql{+H>jM5yhBJu#9NwNd3h)6V&_bkgvIZBJ?Fm`|8{d<I-b*kl?6pMIZiU-
z9%pC{HXlh8NJGyp@#c5UlRYi4a;z-t<JgAZXTD9vR~bvCUe-+i8Y`;bQW$<<>8dH!
zpt{Qa@o_b`GW2U3+y@_~zu#8o@urL7kKz%Ok6f{khbiE<u4ejpdXt8iMUeb>q18ie
z9Z9bJ>c1tp3}whv{E6-vvw5$R>W?@xTWpKYeUrH!=X^P@@H{b&4eYCL7GIX~QDa$U
z@7){4B|N#WO`o>K4#r+9TyR?XqgQ96b*DsYOx*ef?bnZ_zpPMnEO7F1zm&Gudk@tT
z9CJIMF)bnyQ#<*}Urx3(*S2Utt1Z@%nc3<<yb|E`3einoz1u;oO72t2pip*iMOfdN
zH)at+E#EE~WltCWk<4rQWx%`dV_%iY9-TMyKil6}SFpIH;91t#H4}B~wLO=wtX*o!
zs*@hod{J(LpR_UC#?Wt$Jf$GMRqs=IIJGaRSpQ`a+_C=1x8QqS0&9wbM-4m=-5YAp
za_%{$k}z5j{6YWh#K{4@yr%e(%1OIhE=75P>u17ER^&$=Q{(TxBqyVJ#zn^9k59=J
z9Z9?&RyT3Gs#!l0EVvLT)i3Tfc;jvY(vO83*l)LeD~GrRKVBDS5!x~Tu#(Jl>(Lr5
zsx(noyIa^O`)xHfUC*wJ3w<eC$Msv*x;Is5dtyaP+=8rLE(z0j&F%H?p<b^0+<PBt
zYmtQJt<LcqojTWATu4fFep6(8kX>j>-$PHSZ1>!&EoJRBd7`k*`!oxyioWPXWs|Ey
zmrw3;T~))q?^)O#X}^$8`KgnY#NO!_qm)8M%=H!8ZM;6-&B8tiZ)8*Rw`XevRu`wl
zG^+E?lplTNE2Ec!gg6`=BKnQk#Rb{ce|0)Ji#?Z!7G5IMB3jGvMH-dE$<MtNZF144
zWw`4PC%n6qq|iQ^QrN5sdG#0YBt||AKefj~A;SjW9Q5F#-{XA_#eSLmnok^_*2_?l
zi|^~Whn~F^^WfdS14G=~at=zgXKQbmk?Z}1cgbXU@M|tRbeP}6w^@5+D|<NT>e-uc
z0CvcH@gr(yeom;^L(N}QR%6mpm-`M|ey+Y}r?@XASL)1mvx7qwmYF`DiXYrQpu>r$
zj-PmfJ-<k3U*5QNs7=SKDSnSccix|cgWIW*`JJC!i7|=jvtbhF7CL>p(t1un*6sWb
z$GGI>)5nh&G3@iUmJLhqG)x-^neu5*#0NS``geqCEPs$ODLZwc;`$f8M2+}qmttuX
zVkLLRLW%QArN=UKR~zime(ar~Br+s+L-lS}7T>6&N?yXy=5Jg#OKVdX9$%t-!(eNm
zjRN)AhIe9sr7cub8n=;sxb)m-qZa{-LRWPUl;oiT>yz4ITI`K=`fN%CI!#&yQZv33
zW>tTX{Mg{%p34<36Cf6QRQjSD4-dZ!&t&Yb=GgMu{3m(_pU#^1q}*yzUN3jdV=0ee
zcxp%A?_6D0wW;^AwzZs$)Sb6EcxRB?$XI)!5T%(sP~7{gyzd<sIKbm`OaEtW@im5Q
zw^OTpzO6=hj=nUD(#f;P8h@rB#r~?)AbPQ@f8kSs$~`k@8r-#`UEH@z?5~3412XqT
z=$2I85k9rQb88iG$+~o?IBslR{7E5H_H2J?3|GItdX%%Jq3fu>Q*(Kaa(ea&^K!wR
zdm8mAMg7G2p#wsf&AZMD@OE1AHodXY&*(=kR`4%9XL>3^WZn}oy^WdD9-Wq}aXAg%
zorg>9GaWy_+2hSp_M1|UGwfC88+6)Ulz|^g6+B;Klq;YRSrIe-Ql<Mw>ix{;pIe%j
z!^rEN!^a*Q^(|nT76*HsYDk11hA2=9SI3`ZzopuhB7&R@o@WqOC&}SRb@wGr$FqX9
zGyH_=ekIy7@bv0^L4T;MRoLBaniHTWZzTnP95#Ed?KYNFI=?+U<x}Hnh4Q7)h*xKU
zlVHt$XQf;%o{@%(Prt<=w$Hc~#Cx~x?@r!u@X-pD(YP3xPo&0S{<mJua0^z)s7s5+
zfz;2GKl9gfRkn+ibT25IUkWfvSu-_a_|jF?;C|l%e`_hzm8Rp$H<<1Pl&gG4Yv!{6
zPb~5`qis1mdBRFr+~Ly1(v&YrCv~#4g?eXJTipCm$W_;I?M2I#EFSgbr{fc;`BfcG
z=;ixo?^!Qn$JreSlz4gOX02Rm$f_Lvz2)*IZ!c5rU8=)=y?P>(F}L4Z#jX`l)Yi0K
zbgL}n3hS|lAW>PeLW_51Nv*2zs(ZUVyrv5ndXgJgHTGA(b|6Qa`u5AblWIS<|F6N0
z2KRA(O-04b<6KE$fAD1`*p@!)8Z&K-;IfNdtW9)p<gqNbxs8gAl?qa3_rCePuHh29
z@+>PyjM{ysdTHowpZMx-k(kz8nagOUS=xg68A;5hsH;}R7tgGX|0`+#?grPXq%v*=
zD+hnpgwFGcEe=Yy4wqgvM5{_CprO|Oc6!YkJIAw1y7Q$k`A=S#4%}KT|N9@#qurj?
zPii#;6%5s7-$ux4n%Llm*TvQ~+9bXh5fH^C2YD_~4*3TUUlS{NS}Uh;Ay4vlsi<JI
z@ybE-=1d9OdlwYyuVqU4bkur1*u^kVDQDw4naaD#1pTeWTOc8uU#$)oyw~dCljzba
zsID73W-6<9Yv$D^M#7VTdDg1w4RsFdzR14lkou^%x#pYE32l*8x6#uHb`8P)J-k}#
z3IS)H>>wzq;fIddyDyad*?KzLYF(V@kp_(-QL8ZD8-u+MI|4-lf?}dgim3YJ<|1y3
z-BLRIX?m%y+^0nYc9!4n5hN3LypD2TkkH}#S=V&l`k?6z6VscHt63h2cmw&EXDzBi
z-)-6ch+qUxhgNI6oj9W`>ND;3wKd9qn|h*IqrIvDMs0Uvyj!Zx;8QkZrdha9cN)$v
ziV?`api&st!xL1MpPU<ABZ0d<;5Ik<8dP%r+0#^S?;(-BVonL|U&7k-3zs%)de00z
z*pk1Cdbr{|-&l$GE&KZyb!^tD3f+k9i0rvvb)h%<*w+WCrT4GehZv@JpB4yTW^DYy
zmK|`{uWjoA>gkgpt+ii0M<49bn>rV0x|=&kQPQ|4I*9O&deAZ6uW4akg&4|K8@Rvq
zvV3$zc<9n_sEFd#cYpeoy*(mfNLihBGdj7*pm?~<5gQCG_)yTXz(BY0%+0#?tB&#T
z%dxz6)0Np_xOw8M!%*~SK-bE(kM}qoFb&^!NwEe`eV<M>tL8>IWhw@BB^&QAbsOp)
z=XtLr_;j1m%xx7LyT$xAziZfOEi5?Eu&{jXV$Jnw!ozp{c_yVFbxA{t!-5qt%lN7c
z9Sr2cUM#nilP#B&csEinR{YG8RA!kiPm73hZZi(434SX-V>fTG%v9Svt>4V<(7Vd8
zEBT5h@w+m(a;SN)OzKJoca4NSDL=b*mqdn6poV%u;7L7^ijntYhVUB+-@@A)7w;IT
z(dJsP>hA4LDfTLE9pX!FPQ6(n`k^sX6<fM~Rn3I?<%<V8a|dJyp%SJ?x%3OA_shkS
zeJ73Uw+wYYX<50KuRZ6cTa@@C#d}$4Jhx>tUR3KpP&D*yeMN0<Inl|UP=_y0spm%@
z?haT^MpkP~QpF;%*=;9VHA@dHcW+wh(Ic7o<xGIOYTbsLv5nG!`3empaDuHn&m#Ar
zBCGa;o7A|a4oHRe*QOVSG$~zJQ?_YwIgd#5QTgjKPRop0Q0l!zuWK($&X+Nt@jZ|D
zIC(xyt#-AwLI~wR9o!U_5oLi)7(F*zv8-^g?$1AEJ+_GHp4XaD^E;H4aP5ACyiUdz
zEzg+R!oOI`ybgx>HrBq~V*Ax+rhFFcSw1sn&}~*U9Wp4oYp212UOi>*$UY|pwtF@5
zb<=QgWtgF2Tg)+@_IXWmBZqgyDh--j8TrhNr_S*1c&O?ie9)PFv`(;L9t5e8EVfa-
zAd4S?)G(A}hk*4w7*k`BY}Xz^adu_Bpxiu&gw>dAmma}i*g_40^86^O2A&aYX2Yy5
zq{c%2);-Z6D92BdY9x-IN^TGYKOyiF2EX|^$qgb&v3wAUB5b{*jOBl?9FH>6d0`Y{
zOS&+Oc_9pE+q*D~_;4lxv2$icB#N;GT)~1MVD_%>3nsx%on2rAi~Z&Mf=ROV-GBsT
zp=|c-0s+4DxG_jc6lTdWXaC7L%L&i^Pv95}hS|6~gXBiph3*V-UKk<Rr@-Hm1PkR*
zhA@a-|NSF@b9`jt2wT|$>?9FRGr$<z3w-1z*`}Vr3<<&P;#p;k$)SuAFv6Dfoc)M$
z_<-UF$+q`oG*AeWNz$CaV1i)MWGKPHAesz=aFj#F#2|vEhmr_Ew}GQ9a#oN02}hJ<
zF<CUjKnBr)n3a)a&X;41bKJZz6J?+BW*AW{CV|a04D?tK&B0k2MspCzU^+xVhQKt~
zW@QA-VFN@0WVUkyK}k+$FqD=ga3BtG28?60vH*Is$-M8wuvH~EAje^nphZMrB*ui<
z8;&!KRY{x%0f8ehM^$134&&^c;|wKU3?p;ejx$QRd2trTPWNSyyf8+xdwdzjk|ab+
zB#M(P6lELwF_hLL7(Hg3#ORj528^VGh?6+G(2pTb5lqe_2#gLJ0g_J74FO>s<_RVf
zrb9_UI8H|kM^Wgz4eH;f1_h6E6c52dSO~2E2pFQL1nfl-dLRTwAhb-N1kS{M4g}a|
z0wHjRZUi7i^BN@x1o?UM_q_ltI=BSMMCe%~NMw%T?|Vs-;xIhBmkvJ(F*&OibSWKb
z62c)m3M52ub_R_6gADaQPMs}zf&&E%rIXccnn-#|NSNd_43ju55CQ{fpMwm*AHWZo
zgadw@6E2W=4yZv+IGiS7l#UER;v9jHOc<u<2a-%2<&Z%zCo{niC#%62J|{YGQ=u3_
z(rbofk>o!lME$tZ0A(X|uL%^86+IFX0sTxv3(!4Ga~c@txX(}$Mc}zeQ@}$U^b`F+
z6rocmI1n@shaScm9XOCvk26gqhM-Jp?t#D=7RnJFMsjup&ZOUZD2XF<<^?hwrKJQV
z2^RB5%~1bL6hKJOpkbmUD5SY?&B_36&vhDuF^Ikw$dI{}&IH7RGGSWhP(a8c=?CH%
z=pC97&<}L-0oBIBX=ni%#^E5iYW_op0;gyB?_UbW2$H0?6Gk#24kIMOq+c_j++g|;
z0~#CTWNsih3xa=CznnAm_do{-7@>1Nka64xIKhPJgBOq?bmAhI5EwD$8U|az08Eon
z;5dv{AmFmYaJnMQIXDn7$Q-Rc2p9~sbk>8xBuwiF&`sZ`r|<ax-~dql2>hcme~h{)
zfzmG%0?ax%4ORl2_xF|hZ#oGK0!g7ojDei|YlHfGp2iRuY@1UHfU8;b*^t061mn=d
zAv!OBn-}DSejY(`kQ7Fd`1h&wry>L_1MJW?<NuLQP)Qtgiz5iV#lY>3(TAK_89v*J
zv-tlHejEp{3c6wZKSpUBP$q{SNoPU=Cpe~DAVYpm=lA>rA$S4M4<zt^+vLZy2V7$u
z4w4WDRnLxy^diK;BaEIpoTM;>Q;4ISGJ?*8z&*e|bf*D5((V%QvVoXCIql(Q>*#dQ
zO;}S?PJM?XTQ!WKVxzkm(}U4XfYQMWM-PWKGxc;)SZ|XqwwVQ<0FaiP=Krg*Pfklq
b*xkd{&BNR6;2~jP7H1K{N=mxh^o0KpbCEg(

delta 6853
zcmai22{cvv_s2Cww@jguAtZ^;aL*(pMauM2nTjZqS%ycbgGedzh|7-`l~R-nFNq8d
zid5tk(i3SwNi^V9-v4`hQ=RkH`nT3yowdLFeD~g;z4vGDqct6`_z90q5Ka(D;3SA9
zh$V<8NK{BpG>al61@VQ~NiC!^ovlK<Z^_nvavVrs1bL-J%82$|(Y{!jUTkB3u|`QJ
zNfy%bPUL$FH8r2Js}on(ZL%=99(J#~NNqE5Jh$H_?A@ze%UZf>SNY^6tH7t*U00gN
zghpSQA2jxC!J*{v3bEqLlXJo%N}w(YdLTsdRqCS?#g2XW{&=}TqXB;}+6CJ_uGrbF
z^+UjoFDYf?oymLp3Ui*XZ|}J8kXrY0qtkC4zGA=1Po1iEIp^r1>eZk#T(Qe^oA=^-
z(N12@1-|QY;=E-lhtncGpB7jTJN!}g<<kf3crIky(RHzRqsfslY4pdP1#in|`mTuf
z*=AeRsJdaxy(|5t#eRo<s%~@DX)zfyMf3Th?lUeA4(|SW!-vKXzL3_kY-y#=HnG@_
zra4>#lZSf-{f>Lh%u)>-8foO7G&Z=@R(CwC<drY#B&YM_WKYG<0lmsz9ZzG|RB9VH
z;ssVe^I}43H>Qh6SQ_o9n;T81%&O5rm#WlTb-R3M(ekPH-x-=+>=)_cnwUYKiFGc?
zI)e9zRqj?-ZMy8yFdXRkiKpxw#LIhmJg)lc{I#-qJ~D0UZ!<=w{W8$9Zz%ck6&3l*
zU*MeL>f;{f631Q-UGO2EZ`V1i{wDEvbltqZ<Usc=F46Wy9p|z}??m0Ua7Z~JZfs||
z;*Euj_0Z`)&+5@gv-pZki?_EA1|-rqSKYmV^ce@(F1W!7krCg=bz3}RflptJ#V;=k
zMn7BrB-g%O+ahsOM~dPD@$SqYPhekKomI(#rm3=CF>fE8L5Jxra6|E}mm_)G7VMXs
zn=&U-=#g-6nbJ8CPQ$S{<uhp!-mY6zj-HN8+~aGlziT4OrK##Nhdx`H@43wV;%9op
z=gC)fwF!6EM>U=BNO4Jun35`iY#LgurRRigIzIkbyv}Ax+R4?e`$u26djt=)EG1r}
zwzc}XM@ji@E<Z%CpZ(aKJe^f_bM4Y1y{@5mpAI2H+L13#W*^vFx+*FDLD?zso3aK~
z1MW9N>c?Ad$hse|{JkMe^Fo(?{fuLx^^vsJNZ_mFRrxLTDSL+J1X8W2{%@y{_b>De
zRSn)gAJ>Z*R}4D5yuK_eZ}5iC$q(KK;<1Iw&l}WY{ET|yUu7Nh(+ZZ1ut}QnMPJS*
zw(JlmMp4qzVQY4%(ZSUCl#GU4V;H{ZKCMIZZvPfri<Wodfu`$E`SrvNYf5b1eMS7z
z5*nFhuax6dY_aE7<jjF}ugAu_dx!7sdJyWNbYbG4%5Ph(H0I8G10}Y5s@WjotD*kI
zm!_Y}Z8Dg6>pIyZH(%p6-^YIA<D()Mbd%k0DUR1}9k&(E>{1R>xpyh-fV5lI@L8`D
zRyD~z=<|TZO<OO(&lYV{2`@RTo1;@1%2897pi_3(?mcwvbh+wPQ>TrgP|UfJM$IJ;
zZXNx_y6s7Hs!<QVqcvxRSh2!5wW3_iBKo6Lfvk|xj4~;e?zhtZG1G6pi4NX$>e<f5
zbE!rVNRr1jU)vzlmbj;y`l}oBqSj|1m(#Pnb|mR$cw43|mUcR|e(P~BbaZf8-JD2O
z9mAEy^m3#J9kcv6&}q=BUDjIt)bT-S|HFjE`|sp0jfuNp=$rL<%FI00&_(m}YUcv|
zW@JfwSz@eLlIOAa=jUC%D7(=uH)EP~O~2L4PtptN<!-lo9ZP=C(EZKZSbcAppNP%D
zlD>!e!oxMn*J}6bZufHDQ)hliBtT-yHdJ24FwSy4y+_1YKLLp?k3y??%Gx7Co(ij%
zey*Z()U@<Js-$jmEYE{F_G$dM#@1}jhG+3MdGGI*DqUXCD`OJhV;iU7U~<eevbA7w
z&55lh)w-_oExVoxOU`piPBV@CrP=&!w%_Ps&9-G7)-$c{FBao0TNpd#*P<@xVC$*Y
zczMP>MX_zPNTct};={5DqGir0p;E4y)~o#Yrub>T4Q)NS&`o;DEWbwi+2Q^T0dbGc
z@asbiLsI7pE%a^L{_aY)%ve{b?3vJ(wMN%9%k)-Um(3X8df)hevyB_9Yu!>yj}B&H
zrG8K1goNuVyggoanbil#mNdh~fvb6G@5MqMdspe0w*=F<s~iIrBqBl&U*}D`IV{yA
zQ|Z&YHQsc0o<`r1@+Ac&ZE~Nle>686Op3Pat2i?ii5$LgKVjsuc<VITs})x6LpcSl
z$#1Th`Gg5|JJpkTXL!GQ(9@Q>xe|e<`xJHi)%S(jZo7L3ElR96*>YZl(<$uVUn6sJ
zvL?;qeY1@Cbvo7l!?o>SoZp{+tec#4q32WL8Dm51W1dQ0tA$%l42}g%ymZ_&-;;YL
zvDnz26cInzsna%PXYKJOcJrumUqeV9$04ZKT%}Tb|GZ8$k9C!g(WEchZF3(CPJZY+
z)g7i5oc;n&ap)z($S2i<i{{-uS^mcL^H|D`oT`f=q5})nXxF24D`zBNF@*}&-0|hR
zwC?y{U$vz+-{V&-aBYi8`CJ8u#Z6Ij^5-sXS8@~Ht|=e$^oz9FCdnaAdDYS+Y3^h9
zG>wGxJ4d|DTb=#F&!zq^DQ!gf#ptg)JocWlm>K(7W@};M#L5>2qwvAm!j}0z>~5BG
z=X)l&$7KYXr-){(q2uf8uRY@QrN#ebuCXroO=Vl<_A2}P3zVnDD{9Bw%$y7BIoIW+
z4~c}{DO1(!vV}*kY9y+{8&x?oOpEtIZTbiHXPR!VADd~hEW}Ir>HeA%he<8{!YvXn
zGyC{YcKZKDB?w6-6xGUQyA&&^=ACa}pwQD?eCFa6A^!vBc4kBLdL+kGKXtKEjyJwh
zM>$+;PTsMiDLiD7+qES->-108G`WtPLqUhDy^k0vikjra{1ASpIq8ah{^7}a_iD?3
zF8)0BazN!)pvvz%(*7qjTjzq(?9+Be>%=$eK6E`ZytpGd^vtZ>KcXt)5>@x=2kn%~
zRlEDVCxbe2b!mLNeSE6~9V<IuTWemQrb)+}1wEzh`gw<%J6~$4qGF5eCbB6b-#qtO
zlij!aI2l<pXO_4kMF;K$eY*Nw-U+iZdaU8RJiSYAG;v|yE|o}=&1uM{W`#MZGyGaI
z&}oC6k-Mk+Hea{c2ci>6rKMek6NyJh3~%4?SU<b5K4&;0*b13zc!*ZH{_|y7X+1JO
zpKj<+E|r@gxXWZGoSoJjx!K}!%{O_i(;AKT<IBfZSvJDcR;PvKZSHcMNIN9_?$*@J
zSF`pwpIN`N#p02Wdeg|3yAS5ODLLaMH&))~D8ADA=zAg695&gyW`)$UFOFmKu9gqe
zPFxFVGt|3&tN+6XkwLHNH<r=jQ_krUvz81;O}7@VNt!qJV>YK)YRs*o?wqjU;6hGa
zyL|v}#cS=4`JUb7_sLlN^a0I$zs}VCZj=scKVoN_HY?z6@$HT2M!PTcj$K`Ax*>Tu
zyy|*&R51QZZGXm#zV}+r-lM5SI#!|+b7OTbtrMSIwjuuf@;6v_+$Zr&WjgyMTG)}0
zJu<PkTO{22fgQ)ft#G@u|0advw75t2^hMN<=vQwkzrV*U<;8}Q#E^dEv3QN>@)Zs~
zrSqr$u(#%0j<!3S<e1{mR2@%+#tyn=IJzhZFZkqN@&1XWNLQj~ptb2D-G?Ku!YAm0
zn0r%??zi;ax;9KTgtxdmf6^bI?_>lVRHlj+?HKso@yNKC@MZ^PC9Cz*qpMdQ8<{p3
zE2C4$d9le|SH*AFxm=|1eDYLqm$}<a1L?wg?+v{l^T1FVd3MjjKhGM2i|7)36C{>3
z>g9WL^vM?|g|-uJURH%~XP)(!T&tMoej>Uo%Q$oR?Gx#DA)Ok_UkgRLeR0e0485CM
zSe`CxbYr^~y*9n8p(Cg9*XHJBhm^v7`ohOf)H$60Fc_5YWw60^bKJ=#1L-QQDYj;+
zv+NoN=?uLZE2AbqT5DLeSGpqTs%uTpfm;zusLA8nNwtiT#2Wsz4#{pY3^pJz{$PhB
zDndg1{3gj+e6&+?z8H=hAUNNpQxX+NP{;tL_!^y(3jCr@Np*1wHsC=x{|-15!!QGi
z$KNqynmk{*OHy3|MiB!N!IMn7B*AYQ_(_4Ebfrnx^nxrMh(HiM2-blh9bKs<HbI^%
zJ;J=y7p^o!AOwdn6axQ%3STUkTf%`Tj9(tiwc$W8%;)UjT8rWog7Mew03s5C_{Rkg
z1n}~m-~q=F{)!OrfFT4wL-4@EP=3GQ0VOCt8VVi|3g+(#<x)y0j;jl7LF$3(QiA_U
z0*7&&-!3@hAqeXbq7c4j7&ycUihT%S{7}Imfx^r~jDku2wXcUH!8#;)JidH5c$4Iz
ztV06B`CA2tJRbW^94GnZUk@pkLl{P(e9n*DP8uaK=Dj#VAUuXGj6@)eA;V#eV#y#L
z&cp`TLYX!Q4B-j%sBaL)D1;;!hJlP?q5|%NcxYut1UE&P1Mw)n=1#6PjR5KQ4gx(G
zV>k$82+VL$a32#Qfga9)4ak6yWdkJz!FhZa2+HHJo#9c8B!LStj1@47!;BgMdV*xy
zMR7g!a2DhQLZXa_NSxyFaDI0b*G7+o84v)BAy$dvBu2peb<tdH4hEx@(b3!{VGaiR
zebp{5#erdzzh@WMMv1@~iNpvBrbzzFU0iKlfFc7Ng5nV*ONQ|^c5~%vkXqIe&SPIe
zKupX@m}KP(gb6btCqU^ip(J7a&*r7SZEXz2n7JWAZWzd60BBY`Bup_=0`yRd=?n={
z`0ahbK7@fpu|OjUlzkyVGARcmN$__N27)BXBUosWB*n}ckkD+y6u~k~K`6>ZhJr|T
z)xrqLgqngeoQVPjgX;V0H2n{=f<i#PgGPW1g%ZfOaQ%rE$|NfQHI6b%j6w*uVc_3)
zfdKqTP;OtF_uJkDC4(^w6L3EpEfT`mP=BA}uTE1i#6*UqFpOsA1W+M!=3o>6f@uWY
z$7Uu3VzU~8Aq*QNhJ(udvu5bO2OEHzL|H7vLz!NKmnn=H3B|+NOvl5Sfq-`j2947o
zG%$!6Py-qQaz<4HJtlPuE`(W5W7yx({Tm#H;cPvSCYoskM<|9Oa0US^0kZfnSAcww
z?2f=m=G4O|FzT5FOo2N3J0<jAdj&?3Fps53;!I>P3M8I^7LWnj{@y_x0j3#xID&&A
z@x306V>}XPv<{Aexy-x}EI$7sLz(0Q_8tUbpao<+mV+b#0hxgR{)H6>tjF@2qzEQ2
z0KSA+MnC~G2O1cFFms6^P*7U`1V{h5)`2X+%<3lq3QX<?GS)mGz>djWynqa45*G=<
z1e2CY8pMGzdK)ZR2+YWnVDW-kdhEr4L{Qd@0Bbf*e8+l#^uS&tK;|p{f42!KSO^)p
z6I4IWC`=OYEpwQVf<FES*1wiz9Kx9smBe9!{5KH#&#fAC9kWdUEkitJE8-ZK9N$+k
zn5bY8WXcGL$qS&DNan6V;xr)jf4%w384CZpm3~v0UyGHA4DlcN1l7f&TY`r$JB%bS
z9wxX?fd4=6gX)4Atw<6C_}*YdM-cz9N`tQeW|{~B<caw%`Q4WLHUA{oD_Hp?z!JeA
z5TJ)My9CI<GQ~1Nv8Y<GA~K7RplFa}=F1e1WXmuXEfW;MWI{jy1akoaGO(PnY=Ds^
zknzj+agE(6uxu|!EKqC(4uek($c&=Qz*nU?hOMB?3EoN*b))}R#Z}$JL@G4QBP1*`
U#A}-r2^Iqqk<!*Sx3iG?KS-6bHUIzs

diff --git a/docs/papers/fensalir-native-domain-reservoirs.tex b/docs/papers/fensalir-native-domain-reservoirs.tex
index 5db8362..a742c62 100644
--- a/docs/papers/fensalir-native-domain-reservoirs.tex
+++ b/docs/papers/fensalir-native-domain-reservoirs.tex
@@ -389,6 +389,10 @@ temporal-owner disocclusion debug view derived from previous-UV loss,
 previous-closer history, and support-loss rejection codes, and the sequence
 measurer uses that mask before falling back to broader rejection output.  This
 is still an error-localization surface, not a high-budget reference result.
+For same-time reference checks, the capture script can also emit a native-domain
+reference at a larger reservoir work-grid scale.  Reference-error rows therefore
+compare a candidate against a higher-budget work grid without allocating a
+native-resolution reservoir buffer.
 
 \section{Required Evaluation}
 
diff --git a/docs/papers/fensalir-pipeline.pdf b/docs/papers/fensalir-pipeline.pdf
index 982ea94d48ef7d73a1179999c2bb348f3ce552db..521374096cc47802b9f469a0947f88e8e6c6d2fe 100644
GIT binary patch
delta 9979
zcmai230RKV+t>2GrD%~vNli&b^1RRfh_qr*8K$Txp^T6;DG5&s5itpGNT{r7BugS{
zCR^70trJ6uGL*DR$alY4rp}q``nq&E-Oqi_xzF$3e&=N7_ANNxH)rZ`6<(m^dlMyA
z;x6y;$&XI!p8qiAx`n=buvO!s%T>J}&67_)H1xsLn-_PgxH$ESu-dE{(|F~mN1?+{
zv;N9xC7layzkGAFFvMcY*{tWUinCnW3%v`Mep->{zprHe)+7JRYHsmv3{ILpbn`tM
z>ph<S%M)L{*)t*9*x<d{nL^v@q~Hk)J}y4BA?<g$7!|JK+-MW#{M7$)>0jO^k^It4
z;)w-6drWQ^dy)yEHZ6U0`|i?%Cla&Y7+rjH`=xtS?d+1`C-jc9=T_WxEBMKs+rRaE
zTusLNrEz!M2h}w<i}yb-v-J(rKk)vDjhD@i$!gQQ`y}l%8a2awQ+s`t`MVJ5t&t}e
z1>Y&HDy@CDD_LBe-LU4xhRcz$?*}U1I;b|UY?sa52Xn*KZ)F+^zQyO}Jg6tFGn)Mx
zwF)hx0(MpRJ4bpwFi>wApr7umHaNF6rt#pUb0#(+!~I>{qo2%9a_8QUi}SKuP-i!*
z@~~ag)mQxZ+^9)GS^Tv-o|7(!c9C&M!>|9G!I<oCHJLCys6=cSw#>M9mZw|6$=0S}
zns<#R4nN#`>*FPoTPLjK4HHVcpHiu|HOn3`c&**^K)25$f4sctUE7|mae3=DZ8kaM
zv%dAx;@TsT|3uCnaBEOp<S3nevw!^Pw~}r2yc+w_`1c(aNlEsVt%ZMz-gi|q!n7|<
zY0a-*)PBFIPHXwV?PC^HTZ-%Nyu77!SGzsmAwJzTkyKlfA9bc&UTmJ){%h%ieNk8a
z{_?WRciHFD{!84H87iyX%r&J)^2!<pyi)GDbfj#FbWMC8?uwUYQ`W|&DV{gVCp-vy
z=a_HTzC*eDyFGJ?FOMjD=zj0<oMw|V4V4W(3)dKXoZ;F6)_5hYe10(IPHnyT*CL<n
zq38LBKix3)ePnE_yRn8Caxv;{nsJmLt1XXJD~=BE&@a7OpT1zu`;5G{C*g6GbE7Ml
z&Dp)=piu#JGS%#IMRU>eiJva^I-&VXcu+>z<FO8gRc6Zm-PY?_&C!c9@9#4|Dfwcb
z66G^f7tNUW*<$6Mx`3nIgJ(!~=(IohC>|MVpJ<}q(5v^NyiJ^Q;-Hhx6SuexE$icJ
z;r^?qLCdcnLVkHway#^_-GE*PT~u}(+#Zup8rEM+KP>G@>{hm5OOthmRcxKLQ0sru
z(wbw@VRL<6M;&_>lu@(s<LaQasof(+PQ3QyqTRe;LH|kbr>f!GhF!HjG1D|k_m@kr
zFO>O+xj6*`3u`CpX>YXaHl^HkB-bOWy2-S!wfcpC*s)p(tCm00RiE~t$3xyHf4(&2
zaIKPMazf8l&QI!|OLVTU_w3e4hIwd}K2y%F)i?7@8>2t&w`xhWv}L|yM#KB)%@)~f
z9IBSpWdG@VtYt@QQ7>(+B0rs=mFg;e&)mteeK9>+oHyL)pjNGQ>uRUH;oGWpkNpvl
zKU#P1txH>bo!;i?;B-`He~?*a!{DJoLXPGBfIEW{QVos|)X&~8q;8L${CTO^bN+ZH
zZf23Q-h0)L-Ami9U)vRRrN>Px>d9i`H}{QNmQ;8>e9>ZM5p8^m8?n;JC&l!!(}M<e
zKf1JMgH6veb#c^!%Gm1{|EW!=&hx#Q5LS|RHgJ|wO;Dt_*(x8+g9*oiBkaioKW=vM
z_t7|V!EjgP$9|@&g%+79wR(9AN3E#R_IyyJSrizU7{cd14n6zo;hAiukSle&*XzwI
zqQf$FYTEQIJ;X9+U8TBtMh_+Vf34rSB{1`OXzY`13p{!Lrg+0_Q){exTbtgi*MCPp
ziT&8Pss7FBg8MJG>|cFw#^AKYA0EXUwa*OE`f%=3(~IVK4}aT=px{?Vl6Z<7bn1hh
zlWxt#=fuo0D!zuAn~Wp61%1-1s&^+&+gvT$TewiS?uPlFcIi*k`O$i<Yfk*>wMPAu
zvaV~*h$n+JoO$0Yl|kabz+9&=&*-ec%%0<(jxFeMXT*ZIB_(zf%wAbk)%UxXa%+le
zdrnRLx}EXeeRK<QnMs*bN2?{;uWx)D%Ev@lC0;eSvesve!}YeM*(T@au9j6S%Zhw!
z9AvlMtu1w!^`(VJhPy{bA8)2zy{26nqHL$zqCISKtV@rz^}V#(db*a0#<O~!`@8##
z#ku36a$fkGu9&U4-;g*qD{)(@b(sIrkAB;T^5_ty<NNCO&$Avr>#57E^2k)TqTWxZ
zo0e@k;PY&r<xlGZT-K{?c&@a6!>U%x{^d_E>1H_1SanUs{na_A)2pVO8WpxC@A~4K
z<>{F#9$Go)_8D#1QWvEj8E9IjdeA{U5jg6Pm1LP?T91fR<~1(1CMhejU$^#(7`Z`a
zIV9%Cxr@~*`bAu;(%GmwJEBj{@v46Av3)nuBTlM&Ukck1*xRX8S2z?uzaJMdgOcv6
z5@LpsZ-=&2Zm53fVVO`kY^~#G@qY1(&3ax+PagGq);fE9w^18Y>ntZ!-I!QMuelT^
zx{uI1(P-`*r7~jkW9?Ga<-^o|$;gN+nX%KqTXMw+w~ZGjmP6&xadF+?nO2y0!K}Ml
zPX6BYCAyQE`{l(Q^#7dlVZaajcfQ@?qMYS0J1vc$+3TfwxU-fyMYP;jYgqBm>wE4k
z$5R-Uj6F(Y)6WH8O7>}z8*b0Dsq7Y#I6Oj0j8aN%j+pUwxwmPk>`Zj8$66=C7N-8N
z<f>QJ+OhWgPUn{jDSJ)gESLOH@lZ2@qSFeKj@h+8Z*z1qi*Z=Fw!G@jq(5`lt_YuS
zV~G3B(8qblb;jj6|C)4~$k*B{y=mCkyJ4-8;ek~j9lURR8p|l#sK0o#YU320+(!<@
zCYIq%y+jRr0}VfQi8yB(!*hdktUUU^&3vD_s8IV}{&DyCV_U{Kz6iUXG1VkAC3uG=
z)WB|r2MkMp+-~t(%hlY--Je&tO#0ol<i3~pp#g4(PYT`crtFyb!TZz9ntAiC49w0<
zZ)`ZRt@v`1qrY-h#%*(#ZQEnYQpWzYaO1m}CZ%;#q;EvY&^Rsqkd3deXoeC$M>*`f
zkuvwqz#+wc3A0Ar**-lh(70-2YvH`W)|iFIVyc6WY4~<~Irflx3qg99tln_;!wcnr
z0~${LW1SNctA<|MwaUq8nR<|8)4j)gTm3f$T4#Rni`Or*4mOIYJw^VlRQY<*EUwbU
zcUkympBYZ>&F=Z)Z<U|RixUrBzZjsAukp5UK&{rn@<+4G;<mqZFV1OjSd~Ar>e{3d
zoyJ82yZtuAR-5Rf^gKO#d(RbGjw!vCR2Vj!%v76Cm)PIhJ$tlWv-<ht@~lC5lhs0(
z<tGo#*2?=i{(L~eN}<T*UHJGbKO_wa9d>V=qjlS(T?w<4xsvjJk3?%qDcJbbn`l1X
zBtZAv>UVoGb#6GmnrNWkI8eX5DWsq~n_Bj&Qd^k1QK_=fcvr|7hixXG^n6neq`MkV
ziAbDQQ&Tp#CYh<bvVNFu@l2;di+8IGw@Hc`e06^8oAVWaUmvDp_S|65?~S3qR0O}s
z3{feu9{gtP$#6b2Yl3rZTD~}U`0nh6_x~(@5WS|}rF=xst)pK?>Co+L#0=GL<tu&|
z9rNJc^*JX~|IqDk-@mWD+PW=Q{pbH?ak#3ntup)PQ+wQce|n$UJSQ!wY6vau@89S#
z{RHP({oKW?=~;o~Qng>E@;SZio0FekHkuurxW8byhy3GY-?a3>{Gf^EtM(KQ7yTlS
z6ovU-8E{{iEwvn$vt`AAJ^gjZub*{QGWlioZ=trjP7{>Z>iuao=0<Dag%qh*Zc>Cz
zou=J|BOh9wdxV=h-gO(9ds*j`)u+%@Ht@FBkgGRCF1cC+R#xQoeR;OB^?%Aq`Q0tH
z?TB}(Uwxu7|7g<5X^k_-S|^ZOKIfW~^YR1YqMz+KrbdJsoIbFqqNlQF+|lK4Gh*88
zwJz2qXe<fsZu_t@A!l_P`{N2f&cM&=MTXwgb%$<_Pd{A#w{Q0ABF&Px%l^f?$8UA~
z{pZ;6$_sW4m2al@{Zq2T|H09Awa})}g~>%1dMA%Ne?`hLwiL}I|5T`#JfzT6N)War
zN5P+zl%{Pt8Q1Y;7kuFuTUJJP{COY#BnexBVUs@=k`kJ;WtljtD4r@(f?s9$Re@jC
zJgP`C#zs}fFqC{njl|^3Xm5=qONHS{xks(UO@$VC`R<N^jFi_Y1{6ulN4<f8Oc3Oo
z-bf~>%48%Xf7&r3C|*9S4n7JjEf*C7o@3>=6a$Wt$xYr$+>}_k?5#vk9`jZ*LWLzL
zc_9c@XpWa_*DD4xPVTQ5P^2I~su+;8O#WFhkb#{Z4U+K^o*-C8zPmxf_Z0|=G9?s0
zrXi*pivKB25I9a=*B}uLC>e)+<at3psu4bN#D9F0(eh1=l2m(EhONsA3`rx)u{<R(
zs0=XB)tBmxB3Tys#DU$|5)470GERWg=bdem)GLV`DRf<hU<r;#Rt6bQBS3&m09X{5
zd<RD%V~}GLEI5!y^<*-><6r|jPnHof#8j9}aI!p)calF;Mer213@PB-Q4D6PjFw@h
z%4im!i}?U7VEB%G#V)3@6nZ9(q*>HJj%2VSfsDiTSPUb9revL+5Bn1YN3uMM5l3<u
zG6GFwj^!wlArS;QiXzYe02vxu1V_=mNfcHdQpd4fq9@|(Lbzb-f(%=i2Rrd)X&&_!
zPcsziEszNvSakLbPqPe)E>Cj=?k!HhWjvZc0JtDS*8>^bdF~g_Pz0L4fEw{7b~=R)
zN6GNep=4;DL&9-vXZI_-&(l1KdJtqHhq{ob1q#h!kO>&n48dSfGmvvgnDC5@MZ=C~
zNb(CZ@|@3-X(}8~ZPk_r3}G3>Y>HzAyi!7zl3RC5*Qqd2=q;6`6I2Bm#mXa<q>Bw$
z^yC!Bg8_0CWodv4P1AXEl%*$?AnZDOK>?6J%jo~Glf(5W4h0e*<4}BPp2yBjGrZ7&
znS7_Jw5KR=DA2S(@Tfy*0m=;mDlL!%wxK|>s6!ZnW6<@$Z(pLQbL`UsoB`Q{fu4XZ
zNXvNC!wgMhan8^@R$if-cM0>3*k>3{K$C=FpiiR4uoP|}%VU*-feb@}h+rVTu=RLK
z#4;AH3_ON{K(MI48G)p68T~b;|Ltjvz!In)3!UnVJH>w$0cZ?DRt9|?MS+60j>-tU
z^stKFgXn>*Yv3yIXQ1YxQO__k%oqlK&`e<1ubsG4iDFndAF?sS5m@tJIEEF`sAj;O
zxQt=36AL_t8V!66t(U;Jz(m9tC^6L6pccOoGl+A@epC^N7UnyaB2fdO;NW^3fv?BW
z2yp}aSq>rz-B{58G1-3*CIQ+3swZ%mn*e>h?<+`@h)m{W6h2wT&?x*I@M{zqj-|2U
z!?8S8KY$E;Z_wgbUQEDT3WHz9V-*f)5=uzHbtFcKScbz|7|U{K;Sv=Ifi+Z?1E(O!
zu)GW_NG#7{lmwa;*8d=hDb&RrTm~4^j{5g+4d4h0W12udzL4EcDF#<7?8F=iK0%D;
zpc0}f%fZy|dg7OB3Bhr2^FSx_B#%wzd8{sQ0)Yh~6m+aqLn@;16Tm$LG-nB(fF_9;
z17!hAF<u6Z9o3WZ0IQ;z|BEWH9;}M;BoJv+q67c$HGroeC(y}2ad8<(qUp(V6y_#q
zC0Hfo8LE?kV#lqJ;8=o2H{mD-;|4&Pv8Ka8^+5{~2iHdw1&(8|PRWTpPBu86!E;ui
zzOa@~uyO)uqG%B$jtqe}F^HlLqZRo73%?95kLZFVq&Fsm?u5w%oZC_i)&Ze+c8;Sj
z`N#86RnP@_7E31{Xc(F$yZ|i_nG1y)Gg<(uj2bNvqJV7-JQgb!K!7n~Dv%KB=*A@8
z^92fTy#kcrj)TDYzr!!kcv0aw0%J5lHLy|*;el00I2v{k9=K@dO4xxvC}M?y=l^44
z#Z3%7F->ByLMc<^cGnspP*?}#1zyC`Ngzl}QGk0K<~y3k-Z|i|hmlNy2DlJo1n8(=
z4$_JL3D7;U)5+ke3Y`pe4b2jPq_AKWNFIY9V!vzOP~Z=K$6gr}ml<SZiiIa5wC4)|
z0%8p4eLG#J*kYixc0CB_@tlYV;Q@%kA!I-ooBUsTaDDHp2kQywg%SuR`;A?F=YJGr
zG1lz_=n<Ijxc_)-;h}+|8$+5P2oeJ1cGvm=_zMDyMzxF};9u7TK>+t8Ova;`BO`&l
zAZURMwnpYM00N2dKPbw$F>oJ38IlYtf0sOlFarFrDhe`S{>a8acfZs5Z~RXtKwu(p
zkw8DtsD@5Xqy7XRQD_i?44m9`V-naOdKD8vD4?B<A}Hv{T_=N#LQ6G8g3+iR38;4U
zF##6_7VU~4gJy#8KX_M##|~s;3ZO+dVP#NT5j~c~9&IR=24aosF#z^A*;oFj01JIV
z1Wai(;3%N;Xw{=wfkWFY1*8>?ehO$OdS#>La3nkgeY57<8#%nLAT5>RXrPa%9@v6J
zH3cmUrE5SEDS1?*WS|JQK@Lek#g!3mZ^+8LjK>@XlCHHA2s}?xXvF~;V2Q2=VJo1{
z<|&wsD#Ch5lEZZ$hl8gH64Rrh;-l+9wtNpBpRf4Bo1YA`kRfPnL3qx_7G$s&SKz&j
z+|fX)CvrHDP$sZ5!mS#0FOT1<DIQ)#&}4uM7g`cP51wZf=k7#iC`GD&KlrzEL$)Ht
z2=quS{ejA(#SQenGNykC6UgA=*$MFOU;_x@HANoRSL!&!(S;J6DMyNO1-wVQI<l_L
xyt6CoLbFc9Xx7Qu-gLzOt1{ix-d^L^@PM%JC1HU<8Wa>%g4D3EaP=6i@qda~AKm}}

delta 9770
zcmai230Te9`|nowmWUR6p{U7P-+fUrL<pm?RYXFv(>B8Jt!6~1G{wb`6q?XTCN(44
zMz*X;gcc=!T4<qb|Gzg|oioq#_dGq$^WO74=UqSV=RKLHdLBycnc{j%lV_Ac{bYlr
z{caQe?h8iep17z|)0$@vY#QWrDsi&i1h1vb20s?oU#gcGnRi&QwMrwd&+`*y8-wG!
zTHdLiuQhK?WzqYW#m>HIXPy2m&2p;x`1@NI{(1H58G8$MU82tZQ?}3l#L?QLPP<MW
z3Yxp&rRC8xXQ{dX_o^Aqfpe}6DB4}3s#$Jm?;+VVK4pL2>m6nC=ELyNoNI3~@=ipm
z#@%;(Y4O{*qscc5?4GR{7ymNl4tM&WRb78iI5GQin(@xW{Y#iG>)+4d8=S<4yJzOV
znm?|oQIWV`_j&V6sa~>uINP^d;_Kr>cV)7Pul{iB9(B0eNKdQC4-M5?k$)<#4@mP_
zTC~Hb=c_Z<q_DZiGAlOZSBk-QD}pVb<?Q`w$ksQ*!(UbGo<6{DnQKe!@VORV{#k{~
zE6OI!b$#L%?~?!QO^E*4ypA`Me;JY*7}T^ldEH1?X84KziS{N*x00f4nr|*mtXtr{
zJhT4Q+0^0Jep?<JbC0^#=)b3HL)o?D@{W_~vp4rzO?%g6Ob<6HRn^f(C%x$Cccrd&
zZ<PFPlMMgNshL&zLxdwo-7k_kW~$Bwv&YU_n`ze9f7!A(&+Gi()vtUtOB8-rr8I4D
zS$6N7&m7yDIdAscNBTwQo$0syaMga*{@nWo%FL)NhxL0L9rL$W9v)K9<s?0bZdkUw
zUZs`JzF!~Lb5O!*;{ox~yC)jO&o2aN9(LSgAN#<rgH^h=hsy6p-K>b^iOY}eH(p!h
zo6sjgbNJaJlNB}@w7ViBwb*!y_n5$?X^$ffoNI}i09q(av&(d;m(6Zkywz-e<jl_D
zJL{%jojUWQ%sa|)?$CmY)h>Cv9`_C37&7Pjl45^VbT6k7zPD0*OO#`zyZJx8tr0vf
zuWNkluBkK3zh{6d{LcApx%I=dV-|!@w(?zlB=U%fX-j!T&VYHgolVZ2x^7phU%F@3
zfk_k1f3@CmWOZI#QB?2I+r7e!Yx1Kegw%FiX_)iRq{adBo<tq->-;X=eR@@v-M{G_
zVp}{OSVq{_F`8Ytn+IQHRsXWG;e^!BK*Pu1`}CPW_V(;ycP<v*6_?0sBJ@Y?I!HeY
zJyLzH;J$szp}6YWkoV!^YhwFk3{GEj*=IqY9c4Nv^?x|tn}6iD>#yF<zL|gCogJ{c
z<hxRnlIn5|=Y^)LFCR@-Jd8<hzT^MO;21%LM^lFi{x|%F@uRd^32FVl`#Z?iAaw3Q
z$tHA~oBQGOLpSfcdPyo7`_Ob<wrsq3)pOaBnT}Z_<~l^UT#ftp*fHvjuA6Om2|ZCb
z72oOju6tEan@mryx_inZq4Gv^$jPkvviijp{ZjNMmu=In>^*YDKRJ!Mp&`|IE8Xw<
z`DFg{$Uk7)z5c@j1J;;cTl-x_W{^dRTgQg&x}s!zpvx_b3GvsH4;GoZ_>}q-*5xj$
zmR&EX-t%@%zY#tTMeM=>XNuwzOhO}zA9&<N<!#Jlv&XC6c{Ya~A64tj%rPp|s7*_%
zc#*x6`aXPR`S_}pHs8<O74_StZT%zfhL5Y>oa$E9&ANN$hw1^P#dWrvXG87Bp2ZQ*
z(q5H}9;zX|+09OT`2NEOHvR6|oYMP|2Ue9z?|$wuz<F~}PR*jBW4)*D>lU`6LL=md
z-eLXpYnNoMHBHfa@%Mq%k+To3_4-j!{c1yGp!d1{Z$~>PZN1qoMStO)KlKkz*tB}U
z#=fh%9$px8XK5spF=^o8;?kwBZ-q|u=wPiwPFZwxpzCh47R!36p~DICfKAxd;F4nR
z`g$u>T5;E=r{Pcc74<J!w%skpFK=U)bcZVY6N59}?27xbzQ$2{c|?DSVO4VJXxs6&
zQAghH^Rsqy3ouw?d#b^rfA6REHjg~Uhm000<^^f{Z{OUYS^c`tn!mjIj_mu;@VamO
zVY`e*o9u+tt@}F4ZO`5KO}b*-w`ONqn4Y)Bb^Ew!&1e5tGE8Q-eX@0@+=xL#x2Wnv
z-tP6axT0-t^Q)OzjM3J`9fF)=<1X%AxH0$RM=w*$mH&=)waY$KI%v#9!Ru{;Yv7fg
z7kjzJtkbgf`okbs8Jf5Lnscyb?hD;1!4+Zl!NF9?XdlJO)0R(<$46Z2;kHOhu2F?J
zyv*C}n>xQQJInt2%Zg>aViJbr>`s<HJ?@q}p>w5;{<iK<dRja6qi6bhF}2y=o$B{`
zY0Rw3OTQ6mlz3wb?Udm%=Jtn?&ntTGZ(L&XZfts=^5~#rTFpLP*N?2AR{dJ?c*khd
z(10`VqY^S@)#EC3=7pS8YNg)1o#T}vUAGGA<{JCmzBTT}zt-wHWEyIZoiro%{+LHS
zbyBYEn|5SJV(3j%i}$_#F3EKZC%ZcJUou03niBbl@LV(@FFR(eCf$$Cytnz}+!g0z
z&pYX>v^Qwz)y|-=-JYLud;HF^;f3k!GeY~e-1*M^;Daq**MoEu(yYv%l~3&(PXGGD
zJ;^t0^)DwodwE(f>}=6oY@pj*V7{)LbEy1#*kOGxY0-Jbu*ve?A^8rkXH_&!HGIE#
z?_M^ddbQo@v>oGl2fv#?jmqd8rl=0tYvO)&;`g0y?3o&|uhCO(WwgcddwIRgKRSN4
zLvHtNF{Tf$8@w2;t4j8%$@#lMb6exU4-x+){`^*&6KFWx#BcY6hTDz4qujfgy67>x
zC$U#)$>@-VQDX0mXli17m$|oBj(l(Y{;>P#K|0+ccJ|nIsiS9S)n7Azn~~(vxA<zM
zYsZ%v`5G}%3EtYV5vFg9hW6Xv*D$p}yD)$79><d<{?2x0b(hUD<GhKu+{-^k#%qjp
zs=rk3Wa8s1m3N-%TRHGBxyygi{iQeaQjI>YN&dNXqD&{C%kaS7u>)^}8hToGr0Oe_
z9XZ>xX4^MS-+g9WOZO+Cqt-ph37yy7!sDve){ie$rXdT<YT{%u@uzc^rW^X`{Cr|u
zUc~&rbjjg^h6cTEGWmVz#Rh3hMgH-t=iT&@^is0=zVE!H{J!MS>z9D1GxNM32P^zM
zre|oC53R3Utd*VotkS!CGkYqx+JKv;IV|(S+b&63ohC26-bC-YImJHYdF|tWeRzG1
z3)^g|wSjY--=6c#l=U);x1D7<eaHB2fqz+v<EE5b?b_<_noBC{bw9~kHowoL7W;y{
z&CX+2RoMMuF=ovUm(+>UBkQi3?hnF;<U~v}*`R9B@UYBz{X9SJ_rY7<n2$KQdB)&%
zw?~~?w$Rf%Ao1@h{woJ<wYe91-nXE`vjy2k$_sPT_13iL*DYEXY+#<X^v0RUL)|wT
zC+sums>saHD!k>H8&2u3XfALne7$_n^(h{I^~^U8_FMPov%sneH&pi@1ox6Og5GX2
zmHp^K?=PZsyjL$4R{#8i(V(+iPde-hWDnGje9*9<$E&b|2lO6F^TQaAc)Gl0{fD)i
zmKWaNS8%b%oc%4?ss~}mD@wy=JQ;MWvKy7=IBmxM#Eu`<T1{yfELb^P9g52ue#iFR
zzj+(X*Q+j@8@Zne8hm!rv@q9s2aN_>O9lt6RD_M;=;N|2#<?!n_BLGELQXzjHK0zF
zI<(ecS$%fwVvP>*E1yN#ht`fO+FW^b&^B(?k3O%~O&^@pUD+a;t}lOgOEYS1pT4e3
zKXi?q`}8NfNH+e8&D>6d#{L+3A*(j1VAh@TSaC_MMyChziY4yCFW(o%rFHb_>RfiA
zB7J-kYhRYrUvHlEal=V}tXfu8=(3?=Q)8gN_K=gg;e|72Y^e{w6HvaXYfhz2O5&Nz
zanlEzTLjAsQXh{F^jLSOspkE$kFtR_8d=fT&OK0Yf;CGE(J5K9f~2iULX7@j7A<Fa
zYf_9h&t?<?Z_U$e^z3X}L6g=3MMuYEQwmnJCOA%MzFKDdOIh~jvTParX~Lft{As6`
zWy|TI+5}IL%I<aYexFuio&1;<Llep;b@IttG{Y(RdRR~#q1>!qkUXU<Rxb#KS6V%n
zPtqnto>s1DT?qoGyzm@;6i7<h;{_~uicxy27py2M(_0r5tJG-#3B!^~7xjXsIAx-G
zL2<0IMZF+-UOBE27K9)wm8}bcR6c2xPn7ebNYYBaNiOsh1c5Xo)c?#@n(3+kr+HC;
z<2N_S#U3QbVn6aUuPlZiWvp^jcZG$LZI(w!tcV@Mi8N0kUvmP*(5MWyF{q3uNmRxY
zEP<WJ2&`IW*j|4yJ$>3sd4o)1dA|M81V?Z*a<p0|B3=L)&j{GJ0)aRL_K7@)?js4h
z)l7?TZiS5khv={Vm=x2Ww8(R`B?uFC49Q^EkraWcN>VJQDoK<0w^&37j%29Td!@Fj
zl8k`b#8WhZDhM*nBnT#n?_)3@i44iLO$E50fHGof)JGu0JR>p`7FeDp!36awUsIU?
z8H*+WPg7`a!9GgjQMU>VlqYhaz~GmF47)^N@Jm4UA9v8yr_f2?v=$gzKw~E`41;<G
zWFqQnfnixZbR2`r`1aML_CHVYEP5bM2_*ipfR;9VD}G9(w(h4yJdbDsg#bceI8thx
z4C)|)kVoSwFrXq95?(+HT3{e3*gio-t3+T#_Oqw^f5AUOU<nd)H46~2(?Q{>#nI%>
zM1|)NmOvDyd5*{7lBNYhNy`*rS`1))mP|288`NNwT{IN|Jy;SuLx8)LziYxp;Lr4r
znu;`;H%XuY5NT1wRU|2FA45^74;hi7P~R{D57(N=6_yepG~zf$03^p{BDPN?SnObt
zBv7Y=D+%;G@aCsXX$wP)NMliC2?mQI%MdhLFDyf0smwAwhNmnG&A5$mtuO>7M5A@U
zvd|UVY*eQx%K_M7G7dunmM5{CXL$}Qa=5~|eO0P25g_HzO9b#MDiaA2mr+VjU4^k1
z!{R@QSOhs}r>NZ=$>O@xoPbA=SDNc6j3uTWtgGF`5iFL4ENIl$@9KRlR3myl3&BOR
zn&m#X*EUeYasY;EkF-r7mJ_j-!14?R|12*uXg0HeAefCJPoYY41l11r)CmL>iou#C
z$I?7n3Xm#TZ{vVVp~2!fl1CNfIDi%;2RKfU@B`Hlj&9`nc4@D6KaewALE%4GkVtaa
zc_MJA);rqtF&>Z}br=7I8nuZXU=J2!o}@+8{X7XR88L+C==K1k_CL>Y7)bE+mrnbw
z(L&DfXu@&8c~R>i>a8>rj{e#uU>C-7H~<L=j}wQX6LdDLF>*YM^)^l*Fwg<mz!I1f
zzV<Qcn}#ASpza612uRN%c!I>}BM+1a+XrDsy~R@~M*{!z0C#B3@;u97@#JBaK;tQp
zH1@3kHG%CDuq5O~f*~bzqsU<HS5G+TfdWBeNhlCJR$?%fVQm%|(pRrapT{Ud00xM<
z5LyV2%R~;fSODIN%UBM@51?Uam|%|Jxld5oCR-tAzH0bIK^}NDdI?W6SpOG*Y~W=F
zjTrSbCsMSTy8hZ+3?ataA<yH4f`?mB>v%X1mvN}YgrLT*FUm-trdSZ-eM<oHj%qEy
zjD_}ffrR<^%Yk3cqi8G%0WdL&DhV`=bwB~2A9bN15W-ijzg!{!M?o(ZL<|W9k->9D
zJ=B}2`(GRPiv*43f(TiSUM!L%h7}^oVkA?f2#kz~RNIy>wLT&cFbseiYF)lTrbyFR
zy@Mebs0f_EVdV+nh|1LXhK5d*XaTbXniw`b0fokJLE!)6VyH#TTQC`-$_N6aIvA|>
z|5peWAcIi|hN8pDNhC;YAFyf63xH+V;|0*ZwnXw%{lP};MFY|Uk2{Q&m~|vz92z>H
zYnZDk3QJazl7L2_AJcfN6d54T*ghb@?Pc)3z+y~SWO(##1NMD34($KxevyR~#t!7M
zgoAx;UD%qnB1@qc!zKT<k88)HTm3Jx&`#Q4Oo$wV(kmKh9oFqcphzeI5&8dkKmmBf
zLL$%-Ub8T8qM#zGO-2=jfdG-I@e++Y$N<yZe@nu{!Dov9jsJlVKpol0!aRZC0<=0z
z8Il)Blp%o(D`OHvQSd(q8PqxwDiP)LAj6W7q5v!qZvnxl(Qv9Cs?a0^8B0n??7#^u
zYB9(Jw6oC!4E#uQf?L6s_8z2xi*o2bwbq}N{>uO0MVR^47C*o3Qt(EBmKY^M8lsoL
z!wq@~2hWU%aZnNH<I6At+MkF52+aXsK;llrRHKx=lp9Mlnqx3uGAPi|oCsq%q9+f}
zGN?T;CZJOqynFI!JEGOhq?P})fee~wIFz-~Jj<ig96a`bHmEWJbVpPMg@)SA13a{K
zxDEggEs(4-ryiUEGaPb;nvNiK1f7p;2Rp4tPz=g4U>}dN2U>uU33VE<mQU&2))~SV
z4}HT__*meP>ZhUHP*wmkXp*QQz*<mez*C*r_PkHdU<swHCp;!#FQ)J^3at%27hVL=
z%oJd#$Bcy08VwqZ5$I?QPf?#qYddFf7&n8BJc}6#ZzGrtvJZ<YjJUXrYDZK6YaugW
z6l<F<pJjLycz9A#n)FhPn#YX=Y;zEK2hm{+Nso5m94UBV8#9J+1fXyv97dSg{l8o0
fn2i{r=jZR~>mTUrwMY-zE6oymmX>3uIO_c$8!73u

diff --git a/docs/papers/fensalir-pipeline.tex b/docs/papers/fensalir-pipeline.tex
index 7138865..e7e03d4 100644
--- a/docs/papers/fensalir-pipeline.tex
+++ b/docs/papers/fensalir-pipeline.tex
@@ -672,7 +672,9 @@ The sequence harness can now prefer a temporal-owner disocclusion mask over the
 broad rejection debug view.  That mask is derived from the reservoir rejection
 codes for previous history outside the frame, closer previous history, and
 support loss; it localizes where an eventual high-budget reference score should
-look first.
+look first.  It can also capture a same-time native-domain reference at a larger
+reservoir work-grid scale, producing reference-error rows without introducing a
+native-resolution intermediate reservoir.
 The system has cut the false ``nearest-travel-minus-coverage'' priority owner
 and the side-cache temptation.
 
diff --git a/docs/perfect-fensalir-machine-roadmap.md b/docs/perfect-fensalir-machine-roadmap.md
index 5cd30e4..3005d7e 100644
--- a/docs/perfect-fensalir-machine-roadmap.md
+++ b/docs/perfect-fensalir-machine-roadmap.md
@@ -548,6 +548,15 @@ Work packet:
     Smoke run `reservoir-sequence-20260530-000151-*` captured native final plus
     disocclusion at 320x180; the disocclusion mask covered 3.1098% of frame
     pixels and produced a masked temporal-native delta row.
+12. Partial: add same-time higher-work-grid reference scoring. The sequence
+    capture script accepts `-ReferenceFieldReservoirScale`; reference captures
+    use native-domain mode at that larger scale and are labeled `reference` in
+    the manifest. The measurer reports `reference-error-*` rows against matching
+    ready-frame counts and uses disocclusion masks when present. Smoke run
+    `reservoir-sequence-20260530-001046-*` compared native scale 0.5 against
+    reference scale 0.75 at 320x180, ready frame 2, final plus disocclusion.
+    This is a higher-budget work-grid reference, not a native-resolution escape
+    hatch.
 
 Required verification:
 
diff --git a/scripts/capture-reservoir-mode-sequence.ps1 b/scripts/capture-reservoir-mode-sequence.ps1
index be585a6..a546afe 100644
--- a/scripts/capture-reservoir-mode-sequence.ps1
+++ b/scripts/capture-reservoir-mode-sequence.ps1
@@ -7,6 +7,7 @@ param(
     [ValidateSet("native", "baseline", "both")]
     [string]$FieldReservoirMode = "both",
     [double]$FieldReservoirScale = 0.5,
+    [double]$ReferenceFieldReservoirScale = 0.0,
     [int[]]$RenderDebugModes = @(0, 13),
     [int]$RetainSlots = 4,
     [int]$TimeoutSeconds = 120
@@ -50,7 +51,10 @@ if ($LASTEXITCODE -ne 0) {
 
 $exePath = Join-Path $slotPath "Aquarium.Engine.exe"
 $clientAssembly = Join-Path $slotPath "Aquarium.Fensalir.dll"
-$modes = if ($FieldReservoirMode -eq "both") { @("native", "baseline") } else { @($FieldReservoirMode) }
+$modes = @(if ($FieldReservoirMode -eq "both") { @("native", "baseline") } else { @($FieldReservoirMode) })
+if ($ReferenceFieldReservoirScale -gt 0.0) {
+    $modes += @("reference")
+}
 $captures = [System.Collections.Generic.List[object]]::new()
 
 function DebugSuffix {
@@ -81,6 +85,7 @@ function DebugSuffix {
 foreach ($mode in $modes) {
     foreach ($readyFrame in $ReadyFrames) {
         foreach ($debugMode in $RenderDebugModes) {
+            $captureScale = if ($mode -eq "reference") { $ReferenceFieldReservoirScale } else { $FieldReservoirScale }
             $suffix = DebugSuffix -Mode $debugMode
             $outputPath = Join-Path $OutputDirectory ("reservoir-sequence-$Stamp-$mode-f{0:D4}-$suffix.png" -f $readyFrame)
             $arguments = @(
@@ -91,7 +96,7 @@ foreach ($mode in $modes) {
                 "--cache", $cachePath,
                 "--shader-source", (Join-Path $slotPath "Render\Shaders\D3D12HeightField.hlsl"),
                 "--capture-frame", $outputPath,
-                "--field-reservoir-scale", $FieldReservoirScale
+                "--field-reservoir-scale", $captureScale
             )
             if ($mode -eq "baseline") {
                 $arguments += @("--field-reservoir-mode", "baseline")
@@ -106,6 +111,7 @@ foreach ($mode in $modes) {
                     Mode = $mode
                     ReadyFrames = $readyFrame
                     RenderDebugMode = $debugMode
+                    ReservoirScale = $captureScale
                     Suffix = $suffix
                     Path = $outputPath
                 })
@@ -139,6 +145,7 @@ foreach ($mode in $modes) {
                 Mode = $mode
                 ReadyFrames = $readyFrame
                 RenderDebugMode = $debugMode
+                ReservoirScale = $captureScale
                 Suffix = $suffix
                 Path = $outputPath
             })
diff --git a/scripts/measure-reservoir-sequence.ps1 b/scripts/measure-reservoir-sequence.ps1
index bb6c85e..2a15897 100644
--- a/scripts/measure-reservoir-sequence.ps1
+++ b/scripts/measure-reservoir-sequence.ps1
@@ -164,6 +164,9 @@ foreach ($group in $groups) {
     $baselineFrames = @($group.Group |
         Where-Object { $_.Mode -eq "baseline" } |
         Sort-Object { [int]$_.ReadyFrames })
+    $referenceFrames = @($group.Group |
+        Where-Object { $_.Mode -eq "reference" } |
+        Sort-Object { [int]$_.ReadyFrames })
 
     foreach ($native in $nativeFrames) {
         $baseline = $baselineFrames | Where-Object { [int]$_.ReadyFrames -eq [int]$native.ReadyFrames } | Select-Object -First 1
@@ -179,7 +182,26 @@ foreach ($group in $groups) {
         }
     }
 
-    foreach ($modeFrames in @($nativeFrames, $baselineFrames)) {
+    foreach ($reference in $referenceFrames) {
+        foreach ($candidateFrames in @($nativeFrames, $baselineFrames)) {
+            $candidateFrames = @($candidateFrames)
+            $candidate = $candidateFrames | Where-Object { [int]$_.ReadyFrames -eq [int]$reference.ReadyFrames } | Select-Object -First 1
+            if ($null -eq $candidate) {
+                continue
+            }
+
+            $results.Add((Measure-ImageDelta -APath $candidate.Path -BPath $reference.Path -Label "$suffix reference-error-$($candidate.Mode) f$($candidate.ReadyFrames)"))
+            if ($suffix -eq "final") {
+                $candidateMask = Get-PreferredMaskPath -Mode $candidate.Mode -ReadyFrames $candidate.ReadyFrames
+                $referenceMask = Get-PreferredMaskPath -Mode "reference" -ReadyFrames $reference.ReadyFrames
+                if (-not [string]::IsNullOrWhiteSpace($candidateMask) -or -not [string]::IsNullOrWhiteSpace($referenceMask)) {
+                    $results.Add((Measure-ImageDelta -APath $candidate.Path -BPath $reference.Path -Label "final masked-reference-error-$($candidate.Mode) f$($candidate.ReadyFrames)" -AMaskPath $candidateMask -BMaskPath $referenceMask))
+                }
+            }
+        }
+    }
+
+    foreach ($modeFrames in @($nativeFrames, $baselineFrames, $referenceFrames)) {
         $modeFrames = @($modeFrames)
         for ($index = 1; $index -lt $modeFrames.Count; $index++) {
             $previous = $modeFrames[$index - 1]
@@ -216,7 +238,7 @@ foreach ($result in $results) {
         $result.MaxChannelDelta))
 }
 $lines.Add("")
-$lines.Add("These are sequence probes, not a final ghosting score. Mode deltas show native/baseline disagreement at each sampled time. Temporal deltas show frame-to-frame output movement per mode. Masked rows prefer disocclusion-debug captures when present, otherwise rejection-debug captures; a high-budget reference is still needed before claiming quality.")
+$lines.Add("These are sequence probes, not a final ghosting score. Mode deltas show native/baseline disagreement at each sampled time. Reference-error rows compare a candidate mode against a higher-work-grid native reference at the same ready-frame count when reference captures are present. Temporal deltas show frame-to-frame output movement per mode. Masked rows prefer disocclusion-debug captures when present, otherwise rejection-debug captures.")
 Set-Content -LiteralPath $OutputPath -Value $lines -Encoding UTF8
 
 Write-Host "Reservoir sequence metrics:"
diff --git a/state/evidence.jsonl b/state/evidence.jsonl
index 83287eb..1610611 100644
--- a/state/evidence.jsonl
+++ b/state/evidence.jsonl
@@ -301,3 +301,4 @@
 {"timestamp":"2026-05-30T00:25:00+01:00","topic":"reservoir-sequence-probe","lesson":"Reservoir comparison now has a sequence-level probe instead of only single-frame deltas. scripts/capture-reservoir-mode-sequence.ps1 builds one disposable slot and captures native/baseline frames across ready-frame counts, debug modes, and reservoir work-grid scale; scripts/measure-reservoir-sequence.ps1 reports per-frame mode disagreement plus per-mode frame-to-frame temporal deltas. The first 640x360 final-only smoke sequence at reservoir-sequence-20260529-234414-* proved the harness works, but the metric remains a probe until disocclusion/rejection masks or high-budget references turn it into a real ghosting/leakage score.","files":["scripts/capture-reservoir-mode-sequence.ps1","scripts/measure-reservoir-sequence.ps1","docs/perfect-fensalir-machine-roadmap.md","state/scratch.md"],"source":"artifacts/fensalir-captures/reservoir-sequence-20260529-234414-*"}
 {"timestamp":"2026-05-30T00:40:00+01:00","topic":"reservoir-rejection-masked-sequence-probe","lesson":"The reservoir sequence harness is now resumable and mask-aware. Existing PNGs are skipped and still recorded into the manifest, which lets interrupted sequence captures continue instead of throwing away completed frames. When rejection-debug captures are present, scripts/measure-reservoir-sequence.ps1 reports masked native/baseline and temporal deltas over the union of rejection-mask pixels. The 320x180 smoke set reservoir-sequence-20260529-235031-* covered about 41% of frame pixels with the rejection mask and produced masked rows, proving the pressure signal works; it is still not a final ghosting score without a high-budget reference or explicit disocclusion mask.","files":["scripts/capture-reservoir-mode-sequence.ps1","scripts/measure-reservoir-sequence.ps1","docs/perfect-fensalir-machine-roadmap.md","state/scratch.md"],"source":"artifacts/fensalir-captures/reservoir-sequence-20260529-235031-*"}
 {"timestamp":"2026-05-30T01:05:00+01:00","topic":"reservoir-disocclusion-mask","lesson":"Temporal disocclusion is now exposed by the reservoir owner instead of inferred from broad rejection color. Debug mode 19 maps temporal rejection codes for previous UV loss, previous-closer history, and support loss into a focused disocclusion mask, and the sequence measurer prefers disocclusion masks over rejection masks when both exist. The native-only 320x180 smoke set reservoir-sequence-20260530-000151-* produced a 3.1098% frame mask and a masked temporal-native delta row, proving the mask path is live. The remaining proof gap is a high-budget reference or repeated-sample reference mode so masked deltas can become actual error scores.","files":["src/Aquarium.Engine.Contracts/GraphicsSettings.cs","src/Aquarium.Engine/Render/D3D12Renderer.cs","src/Aquarium.Engine/Render/Shaders/D3D12Post.hlsl","scripts/capture-reservoir-mode-sequence.ps1","scripts/measure-reservoir-sequence.ps1","tests/Aquarium.Engine.Tests/FieldReservoirAbiTests.cs","docs/perfect-fensalir-machine-roadmap.md","state/map.yaml","state/scratch.md"],"source":"artifacts/fensalir-captures/reservoir-sequence-20260530-000151-*"}
+{"timestamp":"2026-05-30T01:25:00+01:00","topic":"reservoir-higher-work-grid-reference","lesson":"The sequence harness can now score candidates against a same-time higher-work-grid native-domain reference without violating the no-native-reservoir-buffer rule. capture-reservoir-mode-sequence.ps1 accepts -ReferenceFieldReservoirScale, captures reference rows in native-domain mode at that larger scale, and labels them reference in the manifest. measure-reservoir-sequence.ps1 emits reference-error rows and masked reference-error rows using disocclusion/rejection masks when present. The 320x180 smoke set reservoir-sequence-20260530-001046-* compared native scale 0.5 against reference scale 0.75 at the same ready-frame count; masked reference-error-native covered 3.0468% of frame pixels and changed 42.0368%. The next architectural step is adaptive update/sample budget policy driven by these reference-error pressure signals.","files":["scripts/capture-reservoir-mode-sequence.ps1","scripts/measure-reservoir-sequence.ps1","docs/perfect-fensalir-machine-roadmap.md","state/map.yaml","state/scratch.md"],"source":"artifacts/fensalir-captures/reservoir-sequence-20260530-001046-*"}
diff --git a/state/map.yaml b/state/map.yaml
index b05b0e6..f2d4d0f 100644
--- a/state/map.yaml
+++ b/state/map.yaml
@@ -158,8 +158,12 @@ next_actions:
     temporal-owner disocclusion mask from previous UV loss, previous-closer
     history, and support loss; the sequence measurer prefers it over broad
     rejection masks, and `reservoir-sequence-20260530-000151-*` proves the
-    narrower mask path. The next cut is adding a high-budget-reference
-    leakage/ghosting score plus future exact producer SDF replay.
+    narrower mask path. The sequence harness can also capture a same-time
+    native-domain reference at a higher reservoir work-grid scale through
+    `-ReferenceFieldReservoirScale`; `reservoir-sequence-20260530-001046-*`
+    proves reference-error rows from scale 0.5 against scale 0.75. The next cut
+    is using those reference-error rows to drive adaptive sampling/update budget
+    policy plus future exact producer SDF replay.
   - Build the planetary flow organ in staged cuts: provenance manifest, static
     relief and reanalysis cube-sphere bake pipeline, stochastic advection
     contracts, synthetic runtime slice, ERA5/OSCAR baseline learning, then
diff --git a/state/scratch.md b/state/scratch.md
index 637ec10..fb25531 100644
--- a/state/scratch.md
+++ b/state/scratch.md
@@ -45,6 +45,18 @@ than expected travel, and support-overlap loss. The sequence measurer prefers
 ready frames 2 and 3, final plus disocclusion debug, produced a mask covering
 3.1098% of the frame and a masked temporal-native delta of 46.8867%.
 
+Higher-work-grid reference:
+`scripts/capture-reservoir-mode-sequence.ps1` accepts
+`-ReferenceFieldReservoirScale`, captures native-domain reference frames at that
+larger scale, and labels them `reference` in the manifest.
+`scripts/measure-reservoir-sequence.ps1` reports `reference-error-*` rows
+against matching ready-frame counts, using disocclusion masks when present.
+Smoke `artifacts/fensalir-captures/reservoir-sequence-20260530-001046-*`
+compared native scale 0.5 against reference scale 0.75 at 320x180, ready frame
+2, final plus disocclusion. Whole-frame reference-error-native changed 53.9240%;
+masked reference-error-native covered 3.0468% of frame pixels and changed
+42.0368%.
+
 ## Hot Lesson
 
 Area ReSTIR confirms that reuse over an area domain is invalid unless the
@@ -76,9 +88,9 @@ cap remain intentionally non-authoritative.
 
 Follow `docs/perfect-fensalir-machine-roadmap.md` Phase 1:
 
-1. Add a high-budget reference capture mode or repeated-sample reference path
-   so the disocclusion-masked sequence metric can score error instead of only
-   motion/disagreement.
+1. Use the same-time higher-work-grid reference rows to drive an adaptive
+   sampling/update budget policy. Do not add native-resolution reservoir
+   intermediates.
 2. Add exact SDF producer replay only when client SDF distance functions have a
    shared replay include or manifest instead of duplicating shader policy in
    post.