Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005170

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005361

distance 0.175

#2 · Dharashivcell 4880005075

distance 0.178

#3 · Dharashivcell 4880005169

distance 0.186

#4 · Dharashivcell 4880005173

distance 0.188

#5 · Solapurcell 4960012510

distance 0.194 · cross-district

#6 · Dharashivcell 4880004429

distance 0.212

#7 · Beedcell 4700003073

distance 0.227 · cross-district

#8 · Dharashivcell 4880005360

distance 0.232

#9 · Dharashivcell 4880005266

distance 0.233

#10 · Dharashivcell 4880005076

distance 0.236

#11 · Beedcell 4700003433

distance 0.237 · cross-district

#12 · Beedcell 4700003941

distance 0.241 · cross-district

#13 · Dharashivcell 4880005172

distance 0.245

#14 · Beedcell 4700004110

distance 0.245 · cross-district

#15 · Beedcell 4700003780

distance 0.246 · cross-district

#16 · Beedcell 4700003610

distance 0.246 · cross-district

#17 · Ahmednagarcell 4660006229

distance 0.247 · cross-district

#18 · Solapurcell 4960012421

distance 0.248 · 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":4880005170}}}'

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.