Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000165

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000041

distance 0.185

#2 · Sataracell 4940000413

distance 0.191

#3 · Sataracell 4940000249

distance 0.205

#4 · Sataracell 4940000045

distance 0.211

#5 · Sataracell 4940000131

distance 0.213

#6 · Sataracell 4940000647

distance 0.214

#7 · Sataracell 4940000063

distance 0.219

#8 · Sataracell 4940000585

distance 0.22

#9 · Sataracell 4940000020

distance 0.227

#10 · Sataracell 4940000248

distance 0.229

#11 · Sataracell 4940001171

distance 0.232

#12 · Sataracell 4940000581

distance 0.233

#13 · Sataracell 4940000097

distance 0.234

#14 · Sataracell 4940000168

distance 0.234

#15 · Sataracell 4940000350

distance 0.235

#16 · Sataracell 4940000689

distance 0.237

#17 · Sataracell 4940000138

distance 0.238

#18 · Sataracell 4940000130

distance 0.239

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":4940000165}}}'

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.