Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001328

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

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004464

distance 0.127

#2 · Punecell 4900000948

distance 0.147

#3 · Sataracell 4940008335

distance 0.153 · cross-district

#4 · Punecell 4900000934

distance 0.16

#5 · Punecell 4900001877

distance 0.164

#6 · Solapurcell 4960009272

distance 0.165 · cross-district

#7 · Punecell 4900000186

distance 0.173

#8 · Punecell 4900004326

distance 0.176

#9 · Punecell 4900001759

distance 0.177

#10 · Punecell 4900000162

distance 0.182

#11 · Kolhapurcell 4800004185

distance 0.182 · cross-district

#12 · Punecell 4900001432

distance 0.184

#13 · Punecell 4900001217

distance 0.187

#14 · Punecell 4900001436

distance 0.187

#15 · Kolhapurcell 4800003878

distance 0.188 · cross-district

#16 · Sataracell 4940008437

distance 0.189 · cross-district

#17 · Punecell 4900000832

distance 0.191

#18 · Kolhapurcell 4800005642

distance 0.192 · 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":4900001328}}}'

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.