Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001658

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001357

distance 0.14

#2 · Sataracell 4940001294

distance 0.145

#3 · Sataracell 4940002716

distance 0.165

#4 · Sataracell 4940001340

distance 0.178

#5 · Sataracell 4940001410

distance 0.186

#6 · Sataracell 4940001954

distance 0.194

#7 · Sataracell 4940001574

distance 0.197

#8 · Sataracell 4940002602

distance 0.197

#9 · Sataracell 4940001417

distance 0.198

#10 · Sataracell 4940003746

distance 0.2

#11 · Sataracell 4940001473

distance 0.202

#12 · Sataracell 4940002259

distance 0.204

#13 · Sataracell 4940002729

distance 0.208

#14 · Sataracell 4940002057

distance 0.209

#15 · Kolhapurcell 4800003372

distance 0.219 · cross-district

#16 · Sataracell 4940003170

distance 0.219

#17 · Sataracell 4940002381

distance 0.22

#18 · Sataracell 4940001754

distance 0.221

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":4940001658}}}'

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.