Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002572

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

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002154

distance 0.159 · cross-district

#2 · Beedcell 4700001172

distance 0.169

#3 · Jalnacell 4790002894

distance 0.176 · cross-district

#4 · Beedcell 4700007352

distance 0.183

#5 · Jalnacell 4790000544

distance 0.188 · cross-district

#6 · Beedcell 4700006959

distance 0.193

#7 · Dharashivcell 4880002137

distance 0.194 · cross-district

#8 · Beedcell 4700007359

distance 0.194

#9 · Laturcell 4810003395

distance 0.195 · cross-district

#10 · Dharashivcell 4880001417

distance 0.195 · cross-district

#11 · Laturcell 4810004592

distance 0.196 · cross-district

#12 · Solapurcell 4960004784

distance 0.196 · cross-district

#13 · Beedcell 4700000027

distance 0.2

#14 · Washimcell 4990001411

distance 0.204 · cross-district

#15 · Beedcell 4700000063

distance 0.205

#16 · Beedcell 4700007535

distance 0.206

#17 · Laturcell 4810001400

distance 0.208 · cross-district

#18 · Dharashivcell 4880001128

distance 0.209 · 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":470,"cluster_id":4700002572}}}'

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.