Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940005656

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006113

distance 0.167

#2 · Sataracell 4940005409

distance 0.171

#3 · Solapurcell 4960006868

distance 0.172 · cross-district

#4 · Sataracell 4940006329

distance 0.179

#5 · Sataracell 4940006440

distance 0.179

#6 · Nashikcell 4870002110

distance 0.18 · cross-district

#7 · Sataracell 4940006324

distance 0.181

#8 · Solapurcell 4960006614

distance 0.183 · cross-district

#9 · Solapurcell 4960007898

distance 0.183 · cross-district

#10 · Sataracell 4940005137

distance 0.19

#11 · Nashikcell 4870002281

distance 0.19 · cross-district

#12 · Sataracell 4940005286

distance 0.192

#13 · Sataracell 4940005660

distance 0.193

#14 · Sataracell 4940006112

distance 0.193

#15 · Sataracell 4940004151

distance 0.196

#16 · Sataracell 4940006439

distance 0.197

#17 · Sataracell 4940005886

distance 0.199

#18 · Sataracell 4940006317

distance 0.2

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":4940005656}}}'

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.