Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001606

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000135

distance 0.15

#2 · Punecell 4900001036

distance 0.172

#3 · Punecell 4900002802

distance 0.173

#4 · Punecell 4900001209

distance 0.176

#5 · Punecell 4900000784

distance 0.177

#6 · Punecell 4900002312

distance 0.184

#7 · Punecell 4900002475

distance 0.185

#8 · Punecell 4900000511

distance 0.185

#9 · Solapurcell 4960006371

distance 0.192 · cross-district

#10 · Kolhapurcell 4800004694

distance 0.195 · cross-district

#11 · Punecell 4900000594

distance 0.195

#12 · Sataracell 4940008213

distance 0.195 · cross-district

#13 · Sataracell 4940008217

distance 0.196 · cross-district

#14 · Punecell 4900000422

distance 0.197

#15 · Punecell 4900000818

distance 0.197

#16 · Sataracell 4940005932

distance 0.198 · cross-district

#17 · Punecell 4900000226

distance 0.199

#18 · Ahmednagarcell 4660011511

distance 0.202 · 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":4900001606}}}'

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.