Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940003621

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003504

distance 0.142

#2 · Sataracell 4940003161

distance 0.158

#3 · Sataracell 4940002937

distance 0.168

#4 · Sataracell 4940002938

distance 0.187

#5 · Sataracell 4940003618

distance 0.197

#6 · Sataracell 4940003156

distance 0.224

#7 · Sataracell 4940001649

distance 0.236

#8 · Sataracell 4940001936

distance 0.251

#9 · Sataracell 4940003158

distance 0.254

#10 · Sataracell 4940002597

distance 0.254

#11 · Sataracell 4940002370

distance 0.255

#12 · Sataracell 4940002711

distance 0.259

#13 · Sataracell 4940002708

distance 0.266

#14 · Sataracell 4940001476

distance 0.267

#15 · Sataracell 4940001479

distance 0.27

#16 · Sataracell 4940001844

distance 0.273

#17 · Sataracell 4940003042

distance 0.274

#18 · Sataracell 4940003274

distance 0.282

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":4940003621}}}'

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.