Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001274

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720008349

distance 0.272 · cross-district

#2 · Sataracell 4940001270

distance 0.288

#3 · Sataracell 4940002252

distance 0.29

#4 · Sataracell 4940001627

distance 0.295

#5 · Buldhanacell 4720008395

distance 0.298 · cross-district

#6 · Sataracell 4940003146

distance 0.302

#7 · Sataracell 4940001623

distance 0.303

#8 · Sataracell 4940003490

distance 0.306

#9 · Sataracell 4940003036

distance 0.306

#10 · Sataracell 4940001330

distance 0.309

#11 · Sataracell 4940000641

distance 0.311

#12 · Sataracell 4940003375

distance 0.312

#13 · Sataracell 4940002473

distance 0.312

#14 · Sataracell 4940003034

distance 0.312

#15 · Sataracell 4940005670

distance 0.314

#16 · Sataracell 4940003607

distance 0.314

#17 · Sataracell 4940002589

distance 0.316

#18 · Sataracell 4940002138

distance 0.317

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":4940001274}}}'

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.