Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007821

The MH-36 locality cells most similar to this Satara 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007820

distance 0.09

#2 · Sataracell 4940007924

distance 0.122

#3 · Sataracell 4940007600

distance 0.132

#4 · Sataracell 4940008110

distance 0.133

#5 · Sataracell 4940008677

distance 0.144

#6 · Sataracell 4940008229

distance 0.147

#7 · Sataracell 4940007601

distance 0.15

#8 · Punecell 4900000569

distance 0.156 · cross-district

#9 · Sataracell 4940007709

distance 0.156

#10 · Sataracell 4940008595

distance 0.157

#11 · Punecell 4900004596

distance 0.158 · cross-district

#12 · Sataracell 4940007904

distance 0.158

#13 · Sataracell 4940007705

distance 0.162

#14 · Solapurcell 4960006754

distance 0.162 · cross-district

#15 · Sataracell 4940007706

distance 0.163

#16 · Sataracell 4940007923

distance 0.164

#17 · Solapurcell 4960004824

distance 0.168 · cross-district

#18 · Sataracell 4940008031

distance 0.169

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":494,"cluster_id":4940007821}}}'

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.