Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000534

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 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 · Sataracell 4940000475

distance 0.15

#2 · Sataracell 4940001230

distance 0.151

#3 · Nashikcell 4870007756

distance 0.19 · cross-district

#4 · Sataracell 4940001221

distance 0.218

#5 · Sataracell 4940000753

distance 0.225

#6 · Sataracell 4940000822

distance 0.232

#7 · Sataracell 4940000413

distance 0.238

#8 · Sataracell 4940000219

distance 0.242

#9 · Sataracell 4940004234

distance 0.248

#10 · Nashikcell 4870007755

distance 0.248 · cross-district

#11 · Ahmednagarcell 4660010539

distance 0.254 · cross-district

#12 · Kolhapurcell 4800005215

distance 0.256 · cross-district

#13 · Sataracell 4940000261

distance 0.259

#14 · Beedcell 4700003555

distance 0.259 · cross-district

#15 · Sataracell 4940001043

distance 0.261

#16 · Sataracell 4940000998

distance 0.263

#17 · Sataracell 4940001165

distance 0.264

#18 · Sataracell 4940000536

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":4940000534}}}'

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.