Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940004521

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003671

distance 0.189

#2 · Sanglicell 4930006758

distance 0.207 · cross-district

#3 · Sataracell 4940005147

distance 0.209

#4 · Sataracell 4940003690

distance 0.229

#5 · Sataracell 4940004515

distance 0.238

#6 · Nashikcell 4870009214

distance 0.239 · cross-district

#7 · Sanglicell 4930006621

distance 0.24 · cross-district

#8 · Sataracell 4940004626

distance 0.24

#9 · Sataracell 4940003788

distance 0.242

#10 · Sataracell 4940006106

distance 0.243

#11 · Sataracell 4940004170

distance 0.249

#12 · Sataracell 4940004417

distance 0.257

#13 · Sataracell 4940003789

distance 0.257

#14 · Sataracell 4940001997

distance 0.259

#15 · Nashikcell 4870009338

distance 0.26 · cross-district

#16 · Sataracell 4940004040

distance 0.261

#17 · Solapurcell 4960006881

distance 0.261 · cross-district

#18 · Sataracell 4940005117

distance 0.265

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":4940004521}}}'

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.