Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000431

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000724

distance 0.137

#2 · Dharashivcell 4880001059

distance 0.138

#3 · Washimcell 4990000337

distance 0.141 · cross-district

#4 · Beedcell 4700002568

distance 0.159 · cross-district

#5 · Dharashivcell 4880000642

distance 0.162

#6 · Solapurcell 4960000100

distance 0.166 · cross-district

#7 · Solapurcell 4960000287

distance 0.182 · cross-district

#8 · Dharashivcell 4880000314

distance 0.185

#9 · Laturcell 4810002984

distance 0.185 · cross-district

#10 · Dharashivcell 4880004452

distance 0.193

#11 · Beedcell 4700001766

distance 0.195 · cross-district

#12 · Dharashivcell 4880001416

distance 0.196

#13 · Solapurcell 4960004862

distance 0.196 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005670

distance 0.199 · cross-district

#15 · Akolacell 4670000711

distance 0.204 · cross-district

#16 · Solapurcell 4960000230

distance 0.205 · cross-district

#17 · Solapurcell 4960000181

distance 0.205 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004524

distance 0.205 · 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":4880000431}}}'

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.