Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001248

The MH-36 locality cells most similar to this Dharashiv 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001601

distance 0.176

#2 · Beedcell 4700001251

distance 0.209 · cross-district

#3 · Dharashivcell 4880001669

distance 0.209

#4 · Beedcell 4700002184

distance 0.209 · cross-district

#5 · Dharashivcell 4880002023

distance 0.22

#6 · Beedcell 4700001126

distance 0.223 · cross-district

#7 · Dharashivcell 4880001599

distance 0.239

#8 · Sanglicell 4930005273

distance 0.241 · cross-district

#9 · Washimcell 4990002215

distance 0.249 · cross-district

#10 · Dharashivcell 4880002081

distance 0.253

#11 · Chhatrapati Sambhajinagarcell 4690003738

distance 0.258 · cross-district

#12 · Dharashivcell 4880003579

distance 0.258

#13 · Dharashivcell 4880000253

distance 0.26

#14 · Beedcell 4700006099

distance 0.26 · cross-district

#15 · Laturcell 4810001377

distance 0.262 · cross-district

#16 · Dharashivcell 4880003621

distance 0.265

#17 · Dharashivcell 4880000888

distance 0.268

#18 · Nashikcell 4870005929

distance 0.268 · 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":488,"cluster_id":4880001248}}}'

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.