Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002457

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002901

distance 0.114

#2 · Punecell 4900002754

distance 0.144

#3 · Punecell 4900002902

distance 0.156

#4 · Punecell 4900002903

distance 0.163

#5 · Punecell 4900002456

distance 0.173

#6 · Punecell 4900003758

distance 0.184

#7 · Punecell 4900004429

distance 0.185

#8 · Nashikcell 4870002765

distance 0.187 · cross-district

#9 · Punecell 4900002627

distance 0.191

#10 · Punecell 4900003756

distance 0.198

#11 · Punecell 4900004000

distance 0.206

#12 · Punecell 4900003586

distance 0.206

#13 · Nashikcell 4870002886

distance 0.214 · cross-district

#14 · Punecell 4900003197

distance 0.218

#15 · Punecell 4900003476

distance 0.219

#16 · Punecell 4900003329

distance 0.22

#17 · Akolacell 4670002485

distance 0.222 · cross-district

#18 · Punecell 4900004430

distance 0.223

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":4900002457}}}'

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.