Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004738

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006181

distance 0.126

#2 · Punecell 4900004736

distance 0.141

#3 · Punecell 4900006180

distance 0.147

#4 · Punecell 4900004876

distance 0.148

#5 · Punecell 4900002195

distance 0.151

#6 · Punecell 4900002355

distance 0.151

#7 · Punecell 4900002656

distance 0.157

#8 · Beedcell 4700001225

distance 0.157 · cross-district

#9 · Beedcell 4700001513

distance 0.164 · cross-district

#10 · Punecell 4900003893

distance 0.165

#11 · Punecell 4900001342

distance 0.168

#12 · Punecell 4900002203

distance 0.17

#13 · Beedcell 4700002126

distance 0.172 · cross-district

#14 · Punecell 4900002351

distance 0.174

#15 · Punecell 4900004873

distance 0.176

#16 · Solapurcell 4960010548

distance 0.177 · cross-district

#17 · Punecell 4900002498

distance 0.179

#18 · Punecell 4900007144

distance 0.18

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":4900004738}}}'

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.