Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000638

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

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000417

distance 0.227

#2 · Sataracell 4940000473

distance 0.246

#3 · Sataracell 4940001167

distance 0.246

#4 · Sataracell 4940001177

distance 0.247

#5 · Sataracell 4940001060

distance 0.258

#6 · Sataracell 4940001225

distance 0.269

#7 · Sataracell 4940000297

distance 0.271

#8 · Sataracell 4940005927

distance 0.275

#9 · Sataracell 4940001101

distance 0.275

#10 · Sataracell 4940001226

distance 0.276

#11 · Chhatrapati Sambhajinagarcell 4690001987

distance 0.278 · cross-district

#12 · Nashikcell 4870008191

distance 0.28 · cross-district

#13 · Sataracell 4940000802

distance 0.281

#14 · Nashikcell 4870012396

distance 0.283 · cross-district

#15 · Sataracell 4940001168

distance 0.284

#16 · Sataracell 4940000807

distance 0.285

#17 · Sataracell 4940000747

distance 0.287

#18 · Sataracell 4940000693

distance 0.288

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":4940000638}}}'

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.