Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007635

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

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007751

distance 0.087

#2 · Punecell 4900007385

distance 0.153

#3 · Punecell 4900005530

distance 0.171

#4 · Beedcell 4700002959

distance 0.181 · cross-district

#5 · Punecell 4900005788

distance 0.184

#6 · Punecell 4900005660

distance 0.184

#7 · Punecell 4900006891

distance 0.186

#8 · Sanglicell 4930007082

distance 0.187 · cross-district

#9 · Punecell 4900006890

distance 0.188

#10 · Beedcell 4700000136

distance 0.189 · cross-district

#11 · Ahmednagarcell 4660002800

distance 0.191 · cross-district

#12 · Punecell 4900005279

distance 0.192

#13 · Punecell 4900004862

distance 0.193

#14 · Ahmednagarcell 4660002719

distance 0.193 · cross-district

#15 · Punecell 4900002653

distance 0.193

#16 · Punecell 4900007754

distance 0.195

#17 · Beedcell 4700004790

distance 0.195 · cross-district

#18 · Punecell 4900002185

distance 0.195

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":4900007635}}}'

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.