Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005296

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004814

distance 0.149

#2 · Dharashivcell 4880005918

distance 0.158

#3 · Chhatrapati Sambhajinagarcell 4690001054

distance 0.162 · cross-district

#4 · Dharashivcell 4880004540

distance 0.163

#5 · Buldhanacell 4720002864

distance 0.176 · cross-district

#6 · Dharashivcell 4880000276

distance 0.179

#7 · Beedcell 4700004484

distance 0.181 · cross-district

#8 · Dharashivcell 4880001030

distance 0.184

#9 · Chhatrapati Sambhajinagarcell 4690006266

distance 0.184 · cross-district

#10 · Beedcell 4700000899

distance 0.184 · cross-district

#11 · Solapurcell 4960000866

distance 0.186 · cross-district

#12 · Dharashivcell 4880001972

distance 0.187

#13 · Beedcell 4700000821

distance 0.189 · cross-district

#14 · Nashikcell 4870006758

distance 0.189 · cross-district

#15 · Solapurcell 4960006064

distance 0.191 · cross-district

#16 · Ahmednagarcell 4660000443

distance 0.192 · cross-district

#17 · Nashikcell 4870006650

distance 0.194 · cross-district

#18 · Solapurcell 4960000964

distance 0.194 · 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":4880005296}}}'

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.