Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000356

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001050

distance 0.178

#2 · Sataracell 4940000466

distance 0.231

#3 · Sataracell 4940000588

distance 0.243

#4 · Sataracell 4940006387

distance 0.244

#5 · Nashikcell 4870001949

distance 0.246 · cross-district

#6 · Sataracell 4940000587

distance 0.251

#7 · Nashikcell 4870003973

distance 0.257 · cross-district

#8 · Sanglicell 4930005427

distance 0.257 · cross-district

#9 · Sataracell 4940000918

distance 0.262

#10 · Akolacell 4670000494

distance 0.263 · cross-district

#11 · Nandedcell 4850003935

distance 0.264 · cross-district

#12 · Sataracell 4940000866

distance 0.265

#13 · Sataracell 4940005339

distance 0.267

#14 · Chhatrapati Sambhajinagarcell 4690003080

distance 0.268 · cross-district

#15 · Sataracell 4940000022

distance 0.269

#16 · Nashikcell 4870006899

distance 0.269 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001880

distance 0.27 · cross-district

#18 · Sataracell 4940008321

distance 0.27

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":4940000356}}}'

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.