Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000522

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009183

distance 0.14 · cross-district

#2 · Solapurcell 4960009079

distance 0.147 · cross-district

#3 · Solapurcell 4960008497

distance 0.152 · cross-district

#4 · Punecell 4900002033

distance 0.159

#5 · Punecell 4900000145

distance 0.16

#6 · Punecell 4900000136

distance 0.162

#7 · Solapurcell 4960004517

distance 0.164 · cross-district

#8 · Solapurcell 4960009083

distance 0.168 · cross-district

#9 · Punecell 4900001062

distance 0.176

#10 · Punecell 4900000955

distance 0.178

#11 · Punecell 4900001093

distance 0.186

#12 · Punecell 4900001872

distance 0.187

#13 · Punecell 4900000343

distance 0.188

#14 · Punecell 4900001326

distance 0.19

#15 · Punecell 4900000623

distance 0.193

#16 · Punecell 4900000617

distance 0.194

#17 · Nashikcell 4870003987

distance 0.195 · cross-district

#18 · Nashikcell 4870003262

distance 0.195 · 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":4900000522}}}'

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.