Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000796

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000691

distance 0.143

#2 · Punecell 4900001044

distance 0.148

#3 · Solapurcell 4960008771

distance 0.158 · cross-district

#4 · Punecell 4900001061

distance 0.164

#5 · Punecell 4900003616

distance 0.172

#6 · Punecell 4900000692

distance 0.173

#7 · Punecell 4900000581

distance 0.177

#8 · Punecell 4900000795

distance 0.178

#9 · Punecell 4900002033

distance 0.178

#10 · Punecell 4900001071

distance 0.179

#11 · Solapurcell 4960008028

distance 0.182 · cross-district

#12 · Punecell 4900001872

distance 0.183

#13 · Punecell 4900000690

distance 0.184

#14 · Punecell 4900000919

distance 0.187

#15 · Punecell 4900003890

distance 0.187

#16 · Solapurcell 4960008677

distance 0.187 · cross-district

#17 · Punecell 4900003207

distance 0.194

#18 · Solapurcell 4960008256

distance 0.195 · 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":4900000796}}}'

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.