Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000022

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000299

distance 0.163

#2 · Sataracell 4940000044

distance 0.165

#3 · Sataracell 4940004224

distance 0.181

#4 · Sataracell 4940000065

distance 0.193

#5 · Sataracell 4940000405

distance 0.194

#6 · Kolhapurcell 4800003785

distance 0.2 · cross-district

#7 · Sataracell 4940000649

distance 0.204

#8 · Sanglicell 4930004027

distance 0.205 · cross-district

#9 · Sataracell 4940000588

distance 0.207

#10 · Sataracell 4940006168

distance 0.219

#11 · Sataracell 4940000918

distance 0.221

#12 · Nashikcell 4870008195

distance 0.228 · cross-district

#13 · Sataracell 4940001222

distance 0.229

#14 · Sataracell 4940004693

distance 0.235

#15 · Sataracell 4940000045

distance 0.236

#16 · Sataracell 4940001049

distance 0.238

#17 · Sataracell 4940006387

distance 0.24

#18 · Sataracell 4940005473

distance 0.242

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":4940000022}}}'

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.