Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004432

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002311

distance 0.118

#2 · Sataracell 4940007706

distance 0.161 · cross-district

#3 · Punecell 4900002310

distance 0.168

#4 · Punecell 4900003057

distance 0.168

#5 · Punecell 4900000909

distance 0.171

#6 · Sataracell 4940007079

distance 0.171 · cross-district

#7 · Sataracell 4940007595

distance 0.172 · cross-district

#8 · Solapurcell 4960007893

distance 0.176 · cross-district

#9 · Punecell 4900000908

distance 0.177

#10 · Punecell 4900002477

distance 0.178

#11 · Sataracell 4940007700

distance 0.181 · cross-district

#12 · Punecell 4900003335

distance 0.183

#13 · Punecell 4900000912

distance 0.185

#14 · Sataracell 4940007386

distance 0.186 · cross-district

#15 · Nashikcell 4870000846

distance 0.187 · cross-district

#16 · Punecell 4900004576

distance 0.188

#17 · Punecell 4900000930

distance 0.189

#18 · Sataracell 4940008677

distance 0.189 · 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":4900004432}}}'

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.