Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004175

The MH-36 locality cells most similar to this Beed 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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004344

distance 0.132

#2 · Beedcell 4700004520

distance 0.158

#3 · Beedcell 4700004177

distance 0.161

#4 · Beedcell 4700005014

distance 0.166

#5 · Beedcell 4700005025

distance 0.175

#6 · Ahmednagarcell 4660000237

distance 0.176 · cross-district

#7 · Dharashivcell 4880004895

distance 0.177 · cross-district

#8 · Nashikcell 4870007518

distance 0.178 · cross-district

#9 · Beedcell 4700004859

distance 0.18

#10 · Ahmednagarcell 4660002833

distance 0.183 · cross-district

#11 · Nashikcell 4870005917

distance 0.187 · cross-district

#12 · Beedcell 4700004682

distance 0.188

#13 · Solapurcell 4960000377

distance 0.189 · cross-district

#14 · Ahmednagarcell 4660000234

distance 0.192 · cross-district

#15 · Dharashivcell 4880004798

distance 0.193 · cross-district

#16 · Beedcell 4700002621

distance 0.195

#17 · Laturcell 4810001210

distance 0.196 · cross-district

#18 · Beedcell 4700004015

distance 0.198

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":470,"cluster_id":4700004175}}}'

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.