Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000640

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001173

distance 0.248

#2 · Sanglicell 4930004182

distance 0.278 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690003692

distance 0.301 · cross-district

#4 · Sataracell 4940000362

distance 0.309

#5 · Sanglicell 4930004339

distance 0.313 · cross-district

#6 · Ahmednagarcell 4660011942

distance 0.313 · cross-district

#7 · Sataracell 4940000629

distance 0.314

#8 · Sataracell 4940000354

distance 0.315

#9 · Sataracell 4940001254

distance 0.319

#10 · Sataracell 4940004837

distance 0.321

#11 · Sataracell 4940000253

distance 0.322

#12 · Nashikcell 4870008215

distance 0.329 · cross-district

#13 · Sataracell 4940000363

distance 0.331

#14 · Buldhanacell 4720004611

distance 0.335 · cross-district

#15 · Sataracell 4940005584

distance 0.335

#16 · Sataracell 4940001344

distance 0.337

#17 · Sataracell 4940000396

distance 0.337

#18 · Sataracell 4940000752

distance 0.339

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":4940000640}}}'

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.