Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680010458

The MH-36 locality cells most similar to this Amravati cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680010413

distance 0.167

#2 · Amravaticell 4680010359

distance 0.172

#3 · Hingolicell 4770000519

distance 0.176 · cross-district

#4 · Amravaticell 4680010571

distance 0.177

#5 · Hingolicell 4770000573

distance 0.178 · cross-district

#6 · Amravaticell 4680010356

distance 0.189

#7 · Amravaticell 4680010595

distance 0.191

#8 · Hingolicell 4770000897

distance 0.192 · cross-district

#9 · Hingolicell 4770000957

distance 0.192 · cross-district

#10 · Nandedcell 4850007265

distance 0.193 · cross-district

#11 · Amravaticell 4680010360

distance 0.196

#12 · Nandedcell 4850006962

distance 0.197 · cross-district

#13 · Hingolicell 4770000777

distance 0.197 · cross-district

#14 · Hingolicell 4770001760

distance 0.198 · cross-district

#15 · Washimcell 4990003718

distance 0.199 · cross-district

#16 · Amravaticell 4680010188

distance 0.199

#17 · Hingolicell 4770000954

distance 0.199 · cross-district

#18 · Hingolicell 4770001421

distance 0.203 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":468,"cluster_id":4680010458}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.