Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001353

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.136

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002359

distance 0.136

#2 · Punecell 4900001621

distance 0.161

#3 · Punecell 4900004462

distance 0.175

#4 · Punecell 4900002506

distance 0.175

#5 · Punecell 4900002658

distance 0.178

#6 · Solapurcell 4960011301

distance 0.178 · cross-district

#7 · Punecell 4900004874

distance 0.179

#8 · Solapurcell 4960011564

distance 0.179 · cross-district

#9 · Nashikcell 4870005261

distance 0.181 · cross-district

#10 · Punecell 4900002352

distance 0.185

#11 · Punecell 4900000848

distance 0.194

#12 · Nashikcell 4870005873

distance 0.194 · cross-district

#13 · Punecell 4900000166

distance 0.195

#14 · Punecell 4900002512

distance 0.197

#15 · Punecell 4900000191

distance 0.198

#16 · Punecell 4900002200

distance 0.199

#17 · Sanglicell 4930007146

distance 0.199 · cross-district

#18 · Punecell 4900000141

distance 0.2

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":4900001353}}}'

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.