Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001192

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001594

distance 0.095

#2 · Sataracell 4940008532

distance 0.147 · cross-district

#3 · Punecell 4900000621

distance 0.15

#4 · Punecell 4900001334

distance 0.156

#5 · Punecell 4900001327

distance 0.157

#6 · Punecell 4900002186

distance 0.162

#7 · Sataracell 4940008526

distance 0.167 · cross-district

#8 · Sataracell 4940008432

distance 0.17 · cross-district

#9 · Kolhapurcell 4800004435

distance 0.178 · cross-district

#10 · Solapurcell 4960011815

distance 0.18 · cross-district

#11 · Sataracell 4940008330

distance 0.18 · cross-district

#12 · Punecell 4900003221

distance 0.182

#13 · Punecell 4900002172

distance 0.183

#14 · Sataracell 4940008445

distance 0.185 · cross-district

#15 · Punecell 4900001085

distance 0.185

#16 · Sataracell 4940008444

distance 0.189 · cross-district

#17 · Kolhapurcell 4800004353

distance 0.191 · cross-district

#18 · Sataracell 4940008235

distance 0.193 · 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":4900001192}}}'

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.