Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001343

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001212

distance 0.118

#2 · Punecell 4900001747

distance 0.14

#3 · Beedcell 4700001364

distance 0.155 · cross-district

#4 · Solapurcell 4960011989

distance 0.158 · cross-district

#5 · Beedcell 4700002126

distance 0.161 · cross-district

#6 · Punecell 4900001349

distance 0.163

#7 · Solapurcell 4960011391

distance 0.165 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003273

distance 0.166 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003271

distance 0.17 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003945

distance 0.171 · cross-district

#11 · Punecell 4900002203

distance 0.171

#12 · Chhatrapati Sambhajinagarcell 4690002656

distance 0.172 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002655

distance 0.174 · cross-district

#14 · Solapurcell 4960011902

distance 0.176 · cross-district

#15 · Solapurcell 4960011662

distance 0.179 · cross-district

#16 · Ahmednagarcell 4660000617

distance 0.179 · cross-district

#17 · Beedcell 4700002448

distance 0.18 · cross-district

#18 · Beedcell 4700001225

distance 0.182 · 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":4900001343}}}'

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.