Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007875

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009095

distance 0.142

#2 · Solapurcell 4960003639

distance 0.175 · cross-district

#3 · Punecell 4900007640

distance 0.181

#4 · Nashikcell 4870007181

distance 0.183 · cross-district

#5 · Punecell 4900001334

distance 0.184

#6 · Ahmednagarcell 4660003239

distance 0.188 · cross-district

#7 · Dharashivcell 4880003107

distance 0.193 · cross-district

#8 · Punecell 4900007146

distance 0.194

#9 · Punecell 4900001873

distance 0.194

#10 · Sanglicell 4930007185

distance 0.196 · cross-district

#11 · Solapurcell 4960003646

distance 0.197 · cross-district

#12 · Ahmednagarcell 4660002630

distance 0.198 · cross-district

#13 · Nashikcell 4870007902

distance 0.2 · cross-district

#14 · Ahmednagarcell 4660003412

distance 0.202 · cross-district

#15 · Nashikcell 4870007197

distance 0.204 · cross-district

#16 · Beedcell 4700003649

distance 0.204 · cross-district

#17 · Ahmednagarcell 4660001424

distance 0.205 · cross-district

#18 · Punecell 4900006902

distance 0.205

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":4900007875}}}'

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.