Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002195

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

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001747

distance 0.098

#2 · Punecell 4900001882

distance 0.123

#3 · Punecell 4900002507

distance 0.131

#4 · Punecell 4900002203

distance 0.134

#5 · Punecell 4900002499

distance 0.136

#6 · Chhatrapati Sambhajinagarcell 4690003572

distance 0.149 · cross-district

#7 · Punecell 4900001740

distance 0.15

#8 · Punecell 4900004738

distance 0.151

#9 · Punecell 4900002047

distance 0.154

#10 · Punecell 4900001342

distance 0.156

#11 · Punecell 4900002355

distance 0.157

#12 · Punecell 4900004729

distance 0.157

#13 · Punecell 4900002360

distance 0.158

#14 · Punecell 4900000521

distance 0.158

#15 · Punecell 4900002654

distance 0.158

#16 · Beedcell 4700001225

distance 0.158 · cross-district

#17 · Punecell 4900001193

distance 0.161

#18 · Punecell 4900002656

distance 0.161

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":4900002195}}}'

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.