Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000414

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000589

distance 0.177

#2 · Sataracell 4940003857

distance 0.191

#3 · Sataracell 4940000217

distance 0.192

#4 · Sataracell 4940000875

distance 0.195

#5 · Kolhapurcell 4800003718

distance 0.201 · cross-district

#6 · Sataracell 4940001237

distance 0.214

#7 · Sataracell 4940000980

distance 0.218

#8 · Sataracell 4940005229

distance 0.228

#9 · Sataracell 4940000706

distance 0.229

#10 · Sataracell 4940001045

distance 0.23

#11 · Sataracell 4940000174

distance 0.23

#12 · Sataracell 4940001233

distance 0.231

#13 · Sataracell 4940006164

distance 0.233

#14 · Sataracell 4940006156

distance 0.242

#15 · Sataracell 4940005699

distance 0.242

#16 · Sataracell 4940000922

distance 0.247

#17 · Sanglicell 4930006185

distance 0.25 · cross-district

#18 · Sataracell 4940000264

distance 0.251

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":4940000414}}}'

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.