Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007262

The MH-36 locality cells most similar to this Pune 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005383

distance 0.157

#2 · Punecell 4900007141

distance 0.158

#3 · Beedcell 4700006007

distance 0.178 · cross-district

#4 · Punecell 4900005670

distance 0.185

#5 · Chhatrapati Sambhajinagarcell 4690000070

distance 0.187 · cross-district

#6 · Punecell 4900005929

distance 0.195

#7 · Punecell 4900007016

distance 0.201

#8 · Chhatrapati Sambhajinagarcell 4690001643

distance 0.204 · cross-district

#9 · Punecell 4900006419

distance 0.217

#10 · Ahmednagarcell 4660003171

distance 0.22 · cross-district

#11 · Buldhanacell 4720005153

distance 0.222 · cross-district

#12 · Beedcell 4700007064

distance 0.223 · cross-district

#13 · Punecell 4900008651

distance 0.224

#14 · Chhatrapati Sambhajinagarcell 4690004926

distance 0.23 · cross-district

#15 · Beedcell 4700003127

distance 0.233 · cross-district

#16 · Ahmednagarcell 4660001537

distance 0.233 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001531

distance 0.236 · cross-district

#18 · Beedcell 4700005867

distance 0.24 · 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":490,"cluster_id":4900007262}}}'

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.